Poster Sessions

Poster Session I6:30pm-9:00pm, Nov 4
A Deep Neural Framework for Sales Forecasting in E-Commerce
Yan Qi (Wuhan University); Chenliang Li (Wuhan University); Han Deng (Alibaba Group); Min Cai (Alibaba Group); Yunwei Qi (Alibaba Group); Yuming Deng (Alibaba Group)
AIBox: 10-TB CTR Prediction Model Training on a Single Node
Weijie Zhao (Cognitive Computing Lab, Baidu Research); Jingyuan Zhang (Cognitive Computing Lab, Baidu Research); Deping Xie (Phoenix Nest, Baidu Inc.); Yulei Qian (Baidu); Ronglai Jia (Phoenix Nest, Baidu Inc.); Ping Li (Baidu)
Improving Ad Click Prediction by Considering Non-displayed Events
Bowen Yuan (National Taiwan University); Jui-Yang Hsia (National Taiwan University); Meng-Yuan Yang (ETH Zurich); Hong Zhu (Noah's ark lab, Huawei Technologies); Chihyao Chang (Noah's ark lab, Huawei Technologies); Zhenhua Dong (Noah's ark lab, Huawei Technologies); Chih-Jen Lin (National TaiwanUniv)
An Active and Deep Semantic Matching Framework for Query Rewrite in E-Commercial Search Engine
Yatao Yang (Sun Yat-sen University); Jun Tan (Alibaba Group); Hongbo Deng (Alibaba Group); Zibin Zheng (Sun Yat-sen University); Yutong Lu (Sun Yat-sen University); Xiangke Liao (National University of Defense Technology)
Approximation Algorithms for Coordinating Ad Campaigns on Social Networks
Kartik Lakhotia (University of Southern California); David Kempe (University of Southern California)
Collective Link Prediction Oriented Network Embedding with Hierarchical Graph Attention
Yizhu Jiao (Fudan University); Yun Xiong (Fudan University); Jiawei Zhang ( Florida State University); Yangyong Zhu (Fudan University)
Discerning Edge Influence for Network Embedding
Yaojing Wang (Nanjing University); Yuan Yao (Nanjing University); Hanghang Tong (Arizona State University); Feng Xu (Nanjing University); Jian Lu (Nanjing University)
Fast and Accurate Network Embeddings via Very Sparse Random Projection
Haochen Chen (Stony Brook University); Syed Fahad Sultan (Stony Brook University); Yingtao Tian (Stony Brook University); Muhao Chen (University of California, Los Angeles); Steven Skiena (Stony Brook University)
Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach
Qingqing Long (Peking University); Yiming Wang (Peking University); Lun Du (Peking University); Guojie Song (Peking University); Yilun Jin (Peking University); Wei Lin (Peking University)
Constrained Co-embedding for User Profile in Community Question Answering
Yupeng Luo (Sun Yat-sen University); Shangsong Liang (Sun Yat-sen University); Zaiqiao Meng (University of Glasgow)
EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation
Xiancheng Xie (Fudan University); Yun Xiong (Fudan University); Phillip Yu (University of Illinois at Chicago); Yangyong Zhu (Fudan University)
A Benchmark for Fact Checking Algorithms Built on Knowledge Bases
Viet Phi Huynh (Eurecom); Paolo Papotti (Eurecom)
A Fine-grained and Noise-aware Method for Neural Relation Extraction
Jianfeng Qu (Jilin University); Wen Hua (The University of Queensland); Dantong Ouyang (Jilin University); Xiaofang Zhou (The University of Queensland); Ximing Li (Jilin University)
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks
Yuting Ye (University of California, Berkeley); Xuwu Wang (Fudan University); Jiangchao Yao (Shanghai Jiao Tong University); Kunyang Jia (Alibaba Group); Jingren Zhou (Alibaba Group); Yanghua Xiao (Fudan University); Hongxia Yang (Alibaba Group)
Learning Region Similarity over Spatial Knowledge Graphs with Hierarchical Types and Semantic Relations
Xiongnan Jin (Yonsei University); Byungkook Oh (Yonsei University); Sanghak Lee (Yonsei University); Dongho Lee (Yonsei University); Kyong-Ho Lee (Yonsei University); Liang Chen (Sun Yat-sen University)
New Online Kernel Ridge Regression via Incremental Predictive Sampling
Shan Xu (Tianjin University); Xiao Zhang (Tianjin University); Shizhong Liao (Tianjin University)
Online Kernel Selection via Tensor Sketching
Shizhong Liao (Tianjin University); Xiao Zhang (Tianjin University)
AdaFair: Cumulative Fairness Adaptive Boosting
Vasileios Iosifidis (L3S Research Center, Leibniz University of Hanover); Eirini Ntoutsi (Leibniz University of Hanover)
Author Set Identification via Quasi-Clique Discovery
Yuyan Zheng (Beijing University of Posts and Telecommunications); Chuan Shi (Beijing University of Posts and Telecommunications); Xiangnan Kong (Worcester Polytechnic Institute); Yanfang Ye (West Virginia University)
Auto-completion for Data Cells in Relational Tables
Shuo Zhang (University of Stavanger); Krisztian Balog (University of Stavanger)
Deep Forest with LRRS Feature for Fine-grained Website Fingerprinting with Encrypted SSL/TLS
Ziqing Zhang (University of Chinese Academy of Sciences;Institute of Information Engineering,Chinese Academy of Sciences); Cuicui Kang (University of Chinese Academy of Sciences;Institute of Information Engineering,Chinese Academy of Sciences); Gang Xiong (University of Chinese Academy of Sciences;Institute of Information Engineering,Chinese Academy of Sciences); Zhen Li (University of Chinese Academy of Sciences;Institute of Information Engineering,Chinese Academy of Sciences)
AutoGRD: Model Recommendation Through Graphical Dataset Representation
Noy Cohen (Ben-Gurion University); Lior Rokach (Ben-Gurion University); Bracha Shapira (Ben-Gurion University); Gilad Katz (Ben-Gurion University); Roman Vainshtein (Ben-Gurion University)
Batch Mode Active Learning for Semantic Segmentation Based on Multi-Clue Sample Selection
Yao Tan (Tianjin University); Liu Yang (Tianjin University); Qinghua Hu (Tianjin University); Zhibin Du (China Automotive Technology & Research Center)
Beyond Outlier Detection De-Constructed: One-Class Active Learning with Multiple Subspaces
Holger Trittenbach (Karlsruhe Institute of Technology); Klemens Böhm (Karlsruhe Institute of Technology)
CRUX: Adaptive Querying for Efficient Crowdsourced Data Extraction
Theodoros Rekatsinas (University of Wisconsin); Amol Deshpande (University of Maryland); Aditya Parameswaran (University of Illinois)
EPA: Exoneration and Prominence based Age for Infection Source Identification
Syed Shafat Ali (Jamia Millia Islamia); Tarique Anwar (Indian Institute of Technology Ropar); Ajay Rastogi (Jamia Millia Islamia); Syed Afzal Murtaza Rizvi (Jamia Millia Islamia)
Loopless Semi-Stochastic Gradient Descent with Less Hard Thresholding for Sparse Learning
Xiangyang Liu (Xidian University); Bingkun Wei (Xidian University); Fanhua Shang (Xidian University); Hongying Liu (Xidian University)
MoBoost: A Self-improvement Framework for Linear-based Hashing
Xingbo Liu (Shandong University); Xiushan Nie (Shandong Jianzhu University); Xiaoming Xi (Shandong Jianzhu University); Lei Zhu (Shandong Normal University); Yilong Yin (Shandong University)
N2N: Network Derivative Mining
Jian Kang (Arizona State University); Hanghang Tong (Arizona State University)
Going Beyond Content Richness: Verified Information Aware Summarization of Crisis-Related Microblogs
Ashish Sharma (Microsoft); Koustav Rudra (L3S Research Center, Leibniz University Hannover); Niloy Ganguly (Indian Institute of Technology Kharagpur)
#suicidal - A Multipronged Approach to Identify and Explore Suicidal Ideation in Twitter
Pradyumna Prakhar Sinha (Delhi Technological University); Rohan Mishra (Delhi Technological University); Ramit Sawhney (Netaji Subhas Institute of Technology); Debanjan Mahata (Bloomberg); Rajiv Ratn Shah (Indraprastha Institute of Information Technology); Huan Liu (Arizona State University)
Clustering Recurrent and Semantically-Cohesive Program Statements in Introductory Programming Assignments
Victor J. Marin (Rochester Institute of Technology); Carlos R. Rivero (Rochester Institute of Technology)
Declarative User Selection with Soft Constraints
Yael Amsterdamer (Bar-Ilan University); Tova Milo (Tel Aviv University); Amit Somech (Tel Aviv University); Brit Youngmann (Tel Aviv University)
Generating Persuasive Visual Storylines for Promotional Videos
Chang Liu (Nanyang Technological University); Yi Dong (Nanyang Technological University); Han Yu (Nanyang Technological University); Zhiqi Shen (Nanyang Technological University); Zhanning Gao (Alibaba Group); Pan Wang (Alibaba Group); Changgong Zhang (Alibaba Group); Peiran Ren (Alibaba Group); Xuansong Xie (Alibaba Group); Lizhen Cui (Shandong University); Chunyan Miao (Nanyang Technological University)
Beyond Word2vec: Distance-graph Tensor Factorization for Word and Document Embeddings
Suhang Wang (The Pennsylvania State University); Charu Aggarwal (IBM); Huan Liu (Arizona State University)
Learning Chinese Word Embeddings from Stroke, Structure and Pinyin of Characters
Yun Zhang (University of Science and Technology of China); Yongguo Liu (University of Science and Technology of China); Jiajing Zhu (University of Science and Technology of China); Ziqiang Zheng (University of Science and Technology of China); Xiaofeng Liu (Beijing University of Chinese Medicine); Weiguang Wang (Beijing University of Chinese Medicine); Zijie Chen (Beijing University of Chinese Medicine); Shuangqing Zhai (Beijing University of Chinese Medicine)
Interactive Multi-grained Joint Model for Targeted Sentiment Analysis
Da Yin (Peking University); Xiao Liu (Peking University); Xiaojun Wan (Peking University)
Nested Relation Extraction with Iterative Neural Network
Yixuan Cao (Institute of Computing Technology, Chinese Academy of Sciences); Dian Chen (Institute of Computing Technology, Chinese Academy of Sciences); Hongwei Li (Institute of Computing Technology, Chinese Academy of Sciences); Ping Luo (Institute of Computing Technology, CAS; University of Chinese Acadamy of Sciences)
Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification
Chen Shiyun (East China Normal University); Lin Xin (East China Normal University); Xiao Yanghua (Fudan University); He Liang (East China Normal University)
Discovering Interesting Cycles in Directed Graphs
Florian Adriaens (Ghent University); Cigdem Aslay (Aalto University); Tijl De Bie (Ghent University); Aristides Gionis (Aalto University); Jefrey Lijffijt (Ghent University)
FLEET: Butterfly Estimation from a Bipartite Graph Stream
Seyed-Vahid Sanei-Mehri (Iowa State University); Yu Zhang (Iowa State University); A. Erdem Sar¿yüce (University at Buffalo); Srikanta Tirthapura (Iowa State University)
Balance in Signed Bipartite Networks
Tyler Derr (Michigan State University); Cassidy Johnson (University of Pacific); Yi Chang (Jilin University); Jiliang Tang (Michigan State University)
Novel Adaptive Algorithms for Estimating Betweenness and k-path Centralities
Mostafa Haghir Chehreghani (Amirkabir University of Technology); Albert Bifet (LTCI, Telecom ParisTech); Talel Abdessalem (Télécom ParisTech)
Selecting the Optimal Groups: Efficiently Computing Skyline k-Cliques
Chen Zhang (The University of New South Wales); Wenjie Zhang (The University of New South Wales); Ying Zhang (University of Technology, Sydney); Lu Qin (University of Technology, Sydney); Fan Zhang (The University of New South Wales); Xuemin Lin (The University of New South Wales)
Offline and Online Satisfaction Prediction in Open-Domain Conversational Systems
Jason Choi (Emory University); Ali Ahmadvand (Emory University); Eugene Agichtein (Emory University)
Detecting Malicious Accounts in Online Developer Communities Using Deep Learning
Qingyuan Gong (Fudan University); Jiayun Zhang (Fudan University); Yang Chen (Fudan University); Qi Li (Institute for Network Sciences and Cyberspace, Tsinghua University); Yu Xiao (Aalto University); Xin Wang (Fudan University); Pan Hui (HKUST & University of Helsinki)
Interactive Variance Attention based Online Spoiler Detection for Time-Sync Comments
Wenmian Yang (Shanghai Jiao Tong University); Weijia Jia (University of Macau; Shanghai JiaoTong University); Wenyuan Gao (Shanghai Jiao Tong University); Xiaojie Zhou (Shanghai Jiao Tong University); Yutao Luo (Shanghai Jiao Tong University)
Into the Battlefield: Quantifying and Modeling Intra-community Conflicts in Online Discussion
Subhabrata Dutta (Jadavpur University); Gunkirat Kaur (Indraprastha Institute of Information Technology, Delhi); Shreyans Mongia (Indraprastha Institute of Information Technology, Delhi); Arpan Mukherjee (Indraprastha Institute of Information Technology, Delhi); Dipankar Das (Jadavpur University); Tanmoy Chakraborty (Indraprastha Institute of Information Technology, Delhi)
Exploring Multi-Objective Exercise Recommendations in Online Education Systems
Zhenya Huang (University of Science and Technology of China); Qi Liu (University of Science and Technology of China); Chengxiang Zhai (University of Illinois at Urbana-Champaign); Yu Yin (University of Science and Technology of China); Enhong Chen (University of Science and Technology of China); Weibo Gao (University of Science and Technology of China); Guoping Hu (IFLYTEK. Research)
Achieve Privacy-Preserving Truth Discovery in Crowd Sensing Systems
Jianchao Tang (NUDT); Shaojing Fu (NUDT); Ming Xu (NUDT); Kai Huang (NUDT); Yuchuan Luo (NUDT)
Practical Access Pattern Privacy by Combining PIR and Oblivious Shuffle
Zhilin Zhang (Simon Fraser University); Ke Wang (Simon Fraser University); Weipeng Lin (Simon Fraser University); Ada Wai-Chee Fu (The Chinese University of Hong Kong); Raymond Chi-Wing Wong (The Hong Kong University of Science and Technology)
Privacy Preserving Approximate K-means Clustering
Chandan Biswas (Indian Statistical Institute); Debasis Ganguly (IBM Ireland Research Lab); Dwaipayan Roy (Indian Statistical Institute); Ujjwal Bhattacharya (Indian Statistical Institute)
Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas
Teng Wang (Xi'an Jiaotong University); Jun Zhao (Nanyang Technological University); Han Yu (Nanyang Technological University); Jinyan Liu (The University of Hong Kong); Xinyu Yang (Xi'an Jiaotong University); Xuebin Ren (Xi'an Jiaotong University); Shuyu Shi (Nanjing University)
Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis
Jing Ma (Emory University); Qiuchen Zhang (Emory University); Joyce Ho (Emory University); Li Xiong (Emory University); Xiaoqian Jiang (The University of Texas health Science Center at Houston); Jian Lou (EMORY UNIVERSITY)
Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning
Xinyu Duan (Zhejiang University); Yating Zhang (Alibaba Group); Lin Yuan (Zhejiang University); Xin Zhou (Alibaba Group); Xiaozhong Liu (Indiana University Bloomington); Tianyi Wang (Alibaba Group); Ruocheng Wang (Zhejiang University); Qiong Zhang (Alibaba Group); Changlong Sun (Alibaba Group); Fei Wu (Zhejiang University)
A Hybrid Retrieval-Generation Neural Conversation Model
Liu Yang (University of Massachusetts Amherst); Junjie Hu (Carnegie Mellon University); Minghui Qiu (Alibaba Group); Chen Qu (University of Massachusetts Amherst); Jianfeng Gao (Microsoft); Bruce Croft (University of Massachusetts Amherst); Xiaodong Liu (Microsoft); Yelong Shen (Tencent AI Lab); Jingjing Liu (Microsoft)
A Latent-Constrained Variational Neural Dialogue Model for Information-Rich Responses
Yanan Zheng (Tsinghua University); Yan Wang (Central University of Finance and Economics); Lijie Wen (Tsinghua University); Jianmin Wang (Tsinghua University)
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational Agents
Ali Ahmadvand (Emory University); Harshita Sahijwani (Emory University); Jason Choi (Emory University); Eugene Agichtein (Emory University)
An Interactive Mechanism to Improve Question Answering Systems via Feedback
Xinbo Zhang (Peking University); Lei Zou (Peking University); Sen Hu (Peking University)
A Dynamic Co-attention Network for Session-based Recommendation
Wanyu Chen (University of Amsterdam); Fei Cai (National University of Defense Technology); Honghui Chen (National University of Defense Technology); Maarten de Rijke (University of Amsterdam)
A Hierarchical Self-Attentive Model for Recommending User-Generated Item Lists
Yun He (Texas A&M University); Jianling Wang (Texas A&M University); Wei Niu (Amazon); James Caverlee (Texas A&M University)
Adaptive Feature Sampling for Recommendation with Missing Content Feature Values
Shaoyun Shi (Tsinghua University); Min Zhang (Tsinghua University); Xinxing Yu (Zhihu); Yongfeng Zhang (Rutgers University); Bin Hao (Tsinghua University); Yiqun Liu (Tsinghua University); Shaoping Ma (Tsinghua University)
Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation
Di You (Worcester Polytechnic Institute); Nguyen Vo (Worcester Polytechnic Institute); Kyumin Lee (Worcester Polytechnic Institute); Qiang Liu (Alibaba Group)
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
Fei Sun (Alibaba Group); Jun Liu (Alibaba Group); Jian Wu (Alibaba Group); Changhua Pei (Alibaba Group); Xiao Lin (Alibaba Group); Wenwu Ou (Alibaba Group); Peng Jiang (Alibaba Group)
Analyzing the Effects of Document's Opinion and Credibility on Search Behaviors and Belief Dynamics
Suppanut Pothirattanachaikul (Kyoto University); Takehiro Yamamoto (University of Hyogo); Yusuke Yamamoto (Shizuoka University); Masatoshi Yoshikawa (Kyoto University)
GRIP: Multi-Store Capacity-Optimized High-Performance Nearest Neighbor Search for Vector Search Engine
Minjia Zhang (Microsoft); Yuxiong He (Microsoft)
Dynamic Bayesian Metric Learning for Personalized Product Search
Teng Xiao (Sun Yat-sen University); Jiaxin Ren (Sun Yat-sen University); Zaiqiao Meng (University of Glasgow); Huan Sun (The Ohio State University); Shangsong Liang (Sun Yat-sen University)
Identifying Facet Mismatches In Search Via Micrographs
Sriram Srinivasan (University of California Santa Cruz); Nikhil Rao (Amazon); Karthik Subbian (Amazon); Lise Getoor (University of California Santa Cruz)
Improving Web Image Search with Contextual Information
Xiaohui Xie (Tsinghua University); Jiaxin Mao (Tsinghua University); Yiqun Liu (Tsinghua University); Maarten de Rijke (University of Amsterdam); Qingyao Ai (University of Massachusetts Amherst); Yufei Huang (Tsinghua University); Min Zhang (Tsinghua University); Shaoping Ma (Tsinghua University)
PRNet: Outdoor Position Recovery for Heterogenous Telco Data by Deep Neural Network
Yige Zhang (Tongji University); Weixiong Rao (Tongji University); Kun Zhang (CMU)
Learning to Effectively Estimate the Travel Time for Fastest Route Recommendation
Ning Wu (Beihang University); Jingyuan Wang (Beihang University); Xin Zhao (Renmin University of China); Yang Jin (Beihang University)
STAR: Spatio-Temporal Taxonomy-Aware Tag Recommendation for Citizen Complaints
Jingyue Gao (Peking University); Yuanduo He (Peking University); Yasha Wang (Peking University); Xiting Wang (Microsoft); Jiangtao Wang (Lancaster University); Guangju Peng (Peking University); Xu Chu (Peking University)
Active Collaborative Sensing for Energy Breakdown
Yiling Jia (University of Virginia); Nipun Batra (IIT Gandhinagar); Hongning Wang (University of Virginia); Kamin Whitehouse (University of Virginia)
CoLight: Learning Network-level Cooperation for Traffic Signal Control
Hua Wei (The Pennsylvania State University); Nan Xu (Shanghai Jiao Tong University); Huichu Zhang (Shanghai Jiao Tong University); Guanjie Zheng (The Pennsylvania State University); Xinshi Zang (Shanghai Jiao Tong University); Chacha Chen (Shanghai Jiao Tong University); Weinan Zhang (Shanghai Jiao Tong University); Yanmin Zhu (Shanghai Jiao Tong University); Kai Xu (Tianrang Inc.); Zhenhui Jessie Li (The Pennsylvania State University)
Virtual ID Discovery from E-commerce Media At Alibaba: Exploiting Richness of User Click Behavior for Visual Search Relevance
Yanhao Zhang (Alibaba group); Pan Pan (Alibaba group); Yun Zheng (Alibaba group); Kang Zhao (Alibaba group); Jianmin Wu (Alibaba group); Rong Jin (Alibaba group)
Autor: Automated Adaptive Ranking with Reinforcement Learning in E-commerce Advertising
Yusi Zhang (Peking University); Zhi Yang (Peking University); Liang Wang (Alibaba Group); Li He (Alibaba Group)
Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search
Minghui Qiu (Alibaba Group); Bo Wang (a li baba group); Cen Chen (Ant Financial Services Group); Xiaoyi Zeng (Alibaba Group); Jun Huang (Alibaba cloud); Deng Cai (Zhejiang University); Jingren Zhou (Alibaba Group); Forrest Sheng Bao (Iowa State University)
Conceptualize and Infer User Needs in E-commerce
Xusheng Luo (Alibaba Group); Yonghua Yang (Alibaba Group); Keping Yang (Alibaba Group); Yu Gong (Alibaba Group); Kenny Zhu (Shanghai Jiao Tong University)
Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds
Dagui Chen (Alibaba Group); Junqi Jin (Alibaba Group); Weinan Zhang (Shanghai Jiao Tong University); Fei Pan (Alibaba Group); Lvyin Niu (Alibaba Group); Chuan Yu (Alibaba Group); Jun Wang (University College London); Han Li (Alibaba Group); Jian Xu (Alibaba Group); Kun Gai (Alibaba Group)
System Deterioration Detection and Root Cause Learning on Time Series Graphs
Hao Huang (GE Global Research); Shinjae Yoo (Brookhaven National Lab); Yunwen Xu (Amazon)
A Dynamic Default Prediction Framework for Networked-guarantee Loans
Dawei Cheng (Shanghai Jiao Tong University); Yiyi Zhang (Shanghai Jiao Tong University); Fangzhou Yang (Seek Data Inc); Yi Tu (Shanghai Jiao Tong University); Zhibin Niu (Tianjin University); Liqing Zhang (Shanghai Jiao Tong University)
Feature Enhancement via User Similarities Networks for Improved Click Prediction in Yahoo Gemini Native
Morelle Arian (Paul G. Allen School, Computer Science and Engineering, University of Washington); Eliran Abutbul (Yahoo Research); Michal Aharon (Yahoo Research); Yair Koren (Yahoo Research); Oren Somekh (Yahoo Research); Rotem Stram (Yahoo Research)
Large-Scale Visual Search with Binary Distributed Graph at Alibaba
Kang Zhao (Alibaba Group); Pan Pan (Alibaba Group); Yun Zheng (Alibaba Group); Yanhao Zhang (Alibaba Group); Changxu Wang (Alibaba Group); Rong Jin (Alibaba Group)
Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing
Ziqi Liu (Ant Financial); Dong Wang (Ant Financial); Qianyu Yu (Ant Financial); Zhiqiang Zhang (Ant Financial); Yue Shen (Ant Financial); Jian Ma (Ant Financial); Wenliang Zhong (Ant Financial); Jinjie Gu (Ant Financial); Jun Zhou (Ant Financial); Shuang Yang (Ant Financial); Yuan Qi (Ant Financial)
Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU
Yu Zhu (Alibaba Group); Yu Gong (Alibaba Group); Qingwen Liu (Alibaba Group); Yingcai Ma (Alibaba Group); Wenwu Ou (Alibaba Group); Junxiong Zhu (Alibaba group); Beidou Wang (Zhejiang University); Ziyu Guan (Northwest University of China); Deng Cai (Zhejiang University)
Learning Adaptive Display Exposure for Real-Time Advertising
Weixun Wang (Tianjin University); Junqi Jin (Alibaba Inc); Jianye Hao (Tianjin University); Chunjie Chen (Alibaba Group); Chuan Yu (Alibaba Group); Weinan Zhang (Shanghai Jiao Tong University); Jun Wang (University College London); Xiaotian Hao (Tianjin University); Yixi Wang (Tianjin University); Han Li (Alibaba Group); Jian Xu (Alibaba Group); Kun Gai (Alibaba Group)
What You Look Matters: Offline Evaluation of Advertising Creatives for Cold Start Problem
Zhichen Zhao (Bytedance AI Lab); Lei Li (Bytedance AI Lab); Bowen Zhang (Bytedance Inc); Yuning Jiang (Bytedance AI Lab); Li Xu (Bytedance Inc); Meng Wang (Bytedance Inc); Weiying Ma (Bytedance AI Lab)
Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
Chao Li (Alibaba Group); Zhiyuan Liu (Alibaba Group); Mengmeng Wu (Alibaba Group); Yuchi Xu (Alibaba Group); Huan Zhao (Alibaba Group); Guoliang Kang (University of Technology, Sydney); Dik Lee (The Hong Kong University of Science and Technology); Wei Li (Alibaba Group); Qiwei Chen (Alibaba Group); Pipei Huang (Alibaba Group)
Learning to be Relevant, Evolution of a Course Recommendation System
Shivani Rao (LinkedIn); Gungor Polatkan (LinkedIn); Mahesh Joshi (LinkedIn); Konstantin Salomatin (LinkedIn); Sneha Chaudhari (LinkedIn); Vladislav Tcheprasov (LinkedIn); Fares Hedayati (LinkedIn); Deepak Kumar (LinkedIn)
SDM: Sequential Deep Matching Model for Online Large-scale Recommender System
Fuyu Lv (Alibaba Group); Taiwei Jin (Alibaba Group); Changlong Yu (The Hong Kong University of Science and Technology); Fei Sun (Alibaba Group); Quan Lin (Alibaba Group); Keping Yang (Alibaba Group); Wilfred Ng (The Hong Kong University of Science and Technology)
Multi-Agent Reinforcement Learning for Order Dispatching via Order-Vehicle Distribution Matching
Ming Zhou (Shanghai Jiao Tong University); Jiarui Jin (Shanghai Jiao Tong University); Weinan Zhang (Shanghai Jiao Tong University); Zhiwei Qin (Didi AI Labs, Didi Chuxing); Yan Jiao (Didi AI Labs, Didi Chuxing); Chenxi Wang (Didi Chuxing); Guobin Wu (Didi Chuxing); Yong Yu (Shanghai Jiao Tong University); Jieping Ye (DiDi AI Labs, Didi Chuxing)
MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-scale Urban Data
Miao Fan (Baidu); Jizhou Huang (Baidu); An Zhuo (Baidu); Ying Li (Baidu); Ping Li (Baidu); Haifeng Wang (Baidu)
CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach
Xiuwen Yi (JD Intelligent Cities Research); Zhewen Duan (Xidian University); Junbo Zhang (JD Intelligent Cities Research); Tianrui Li (Southwest Jiaotong University); Yu Zheng (JD Intelligent Cities Research); Ting Li (JD Intelligent Cities Research)
Deep Dynamic Fusion Network for Traffic Accident Forecasting
Chao Huang (JD Digits); Xian Wu (University of Notre Dame); Chuxu Zhang (University of Notre Dame); Peng Dai (JD Digits); Lifeng Bo (JD Digits); Nitesh Chawla (University of Notre Dame)
Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction
Zheyi Pan (Shanghai Jiao Tong University); Zhaoyuan Wang (Southwest Jiao Tong University); Weifeng Wang (Shanghai Jiao Tong University); Yong Yu (Shanghai Jiao Tong University); Junbo Zhang (JD Finance); Yu Zheng (JD Finance)
Semantically Driven Auto-completion
Konstantine Arkoudas (Bloomberg); Mohamed Yahya (Bloomberg)
Spam Review Detection with Graph Convolutional Networks
Ao Li (Alibaba Group); Zhou Qin (Alibaba Group); Runshi Liu (Alibaba Group); Yiqun Yang (Alibaba Group); Dong Li (Alibaba Group)
Industry Specific Word Embedding and its Application in Log Classification
Elham Khabiri (IBM); Wesley Gifford (IBM); Bhanukiran Vinzamuri (IBM); Dhaval Patel (IBM); Pietro Mazzoleni (IBM)
Document-Level Multi-Aspect Sentiment Classification for Online Reviews of Medical Doctors
Tian Shi (Virginia Tech); Vineeth Rakesh (Technicolor Labs, Palo Alto, CA, USA); Suhang Wang (The Pennsylvania State University); Chandan K. Reddy (Virginia Tech)
Deep Learning for Blast Furnaces: Skip-Dense Layers Deep Learning Model to Predict the Remaining Time to Close Tap-holes for Blast Furnaces
Keeyoung Kim (SUNY Korea); Byeongrak Seo (IngenioAI); Sang-Hoon Rhee (Linkgenesis); Seungmoon Lee (POSCO); Simon Woo (Sungkyunkwan University)
Deep Graph Similarity Learning for Brain Data Analysis
Guixiang Ma (Intel); Nesreen Ahmed (Intel); Ted Willke (Intel); Dipanjan Sengupta (Intel); Michael Cole (Rutgers Unversity); Nicholas Turk-Browne (Yale University); Philip Yu (University of Illinois at Chicago)
How to Find it Better? Cross-Learning for WeChat Mini Programs
He Li (Tencent Wechat); Zhiqiang Liu (Tencent Wechat); Sheng Xu (Tencent Wechat); Zhiyuan Lin (Tencent Wechat); Xiangqun Chen (Peking University)
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning
Denghui Zhang (Rutgers University); Junming Liu (City University of Hong Kong); Hengshu Zhu (Baidu Talent Intelligent Center, Baidu Inc); Yanchi Liu (Rutgers University); Lichen Wang (Northeastern University); Pengyang Wang (University of Central Florida); Hui Xiong (Rutgers University)
Learning to Predict Human Stress Level with Incomplete Sensor Data from Wearable Devices
Jyun-Yu Jiang (University of California, Los Angeles); Zehan Chao (University of California, Los Angeles); Andrea L. Bertozzi (University of California, Los Angeles); Wei Wang (University of California, Los Angeles); Sean Young (University of California, Los Angeles); Deanna Needell (University of California, Los Angeles)
Fine-Grained Fuel Consumption Prediction
Chenguang Fang (Tsinghua University); Shaoxu Song (Tsinghua University); Zhiwei Chen (Tsinghua University); Acan Gui (Tsinghua University)
Soft Frequency Capping for Improved Ad Click Prediction in Yahoo Gemini Native
Michal Aharon (Yahoo Labs); Yohay Kaplan (Yahoo); Rina Levy (Yahoo); Oren Somekh (Yahoo Research); Ayelet Blanc (Tech Yahoo); Neetai Eshel (Tech Yahoo); Avi Shahar (Tech Yahoo); Assaf Singer (Tech Yahoo)
Adversarial Factorization Autoencoder for Look-alike Modeling
Khoa Doan (Virginia Tech); Pranjul Yadav (Criteo); Chandan Reddy (Virginia Tech)
Concept Drift Adaption for Online Anomaly Detection in Structural Health Monitoring
Hongda Tian (University of Technology, Sydney); Nguyen Lu Dang Khoa (CSIRO); Ali Anaissi (The University of Sydney); Yang Wang (University of Technology, Sydney); Fang Chen (University of Technology, Sydney)
Multi-task Based Sales Predictions for Online Promotions
Shen Xin (Zhejiang University); Martin Ester (Simon Fraser University); Jiajun Bu (Zhejiang University); Chengwei Yao (University of Zhejiang); Zhao Li (Alibaba Group); Xun Zhou (Zhejiang University); Yizhou Ye (Alibaba Group); Can Wang (Zhejiang University)
Experimental Study of Multivariate Time Series Forecasting Models
Jiaming Ying (Tongji University); Mingxuan Yuan (Huawei Noah¿s Ark Lab); Kai Zhao (Georgia State University); Weixiong Rao (Tongji University)
GMTL: A GART Based Multi-task Learning Model for Multi-Social-Temporal Prediction in Online Games
Jianrong Tao (NetEase Fuxi AI Lab); Linxia Gong (NetEase Fuxi AI Lab); Changjie Fan (NetEase Fuxi AI Lab); Longbiao Chen (Xiamen University); Dezhi Ye (NetEase Fuxi AI Lab); Sha Zhao (Zhejiang University)
Learning Compositional, Visual and Relational Representations for CTR Prediction in Sponsored Search
Xiao Yang (Baidu, Inc.)
Improved Compressed String Dictionaries
Nieves R. Brisaboa (University of A Coruña); Ana Cerdeira-Pena (University of A Coruña); Guillermo de Bernardo (University of A Coruña); Gonzalo Navarro (University of Chile)
On VR Spatial Query for Dual Entangled Worlds
Shao-Heng Ko (Academia Sinica); Ying-Chun Lin (Purdue University); Hsu-Chao Lai (National Chiao Tung University); De-Nian Yang (Academia Sinica); Wang-Chien Lee (The Pennsylvania State University)
Streamline Density Peak Clustering for Practical Adoptions
Shuai Yang (North Carolina State University); Xipeng Shen (North Carolina State University); Min Chi (North Carolina State University)
Sketching Streaming Histogram Elements using Multiple Weighted Factors
Quang-Huy Duong (Norwegian University of Science and Technology); Heri Ramampiaro (Norwegian University of Science and Technology); Kjetil Nørvåg (Norwegian University of Science and Technology)
On Transforming Relevance Scales
Lei Han (The University of Queensland); Kevin Roitero (University of Udine); Eddy Maddalena (University of Southampton); Stefano Mizzaro (University of Udine); Gianluca Demartini (The University of Queensland)
Geolocating Tweets in any Language at any Location
Mike Izbicki (University of California Riverside); Vassilis Tsotras (University of California Riverside); Evangelos Papalexakis (University of California Riverside)
DeepIST: Deep Image-based Spatio-Temporal Network forTravel Time Estimation
Tao-Yang Fu (The Pennsylvania State University); Wang-Chien Lee (The Pennsylvania State University)
Personalized Route Description Based on Historical Trajectories
Han Su (University of Electronic Science and Technology of China); Guanglin Cong (University of Electronic Science and Technology of China); Wei Chen (University of Electronic Science and Technology of China); Bolong Zheng (Huazhong University of Science and Technology); Kai Zheng (University of Electronic Science and Technology of China)
Recommendation-based Team Formation for On-demand Taxi-calling Platforms
Lingyu Zhang (Didichuxing Inc.); Tianshu Song (Beihang University); Yongxin Tong (Beihang University); Zimu Zhou (ETH Zurich); Dan Li (Didichuxing Inc.); Wei Ai (University of Michigan); Lulu Zhang (Didichuxing Inc.); Guobin Wu (Didichuxing Inc.); Yan Liu (Didichuxing Inc.); Jieping Ye (DiDi Chuxing)
SeiSMo: Semi-supervised Time Series Motif Discovery for Seismic Signal Detection
M Ashraf Siddiquee (University of New Mexico); Zeinab Akhavan (University of New Mexico); Abdullah Mueen (University of New Mexico)
Domain Knowledge Guided Atrial Fibrillation Classification and Its Visual Interpretation
Xiaoyu Li (Xi'an Jiaotong University); Jishang Wei (HP Labs); Buyue Qian (Xi'an Jiaotong University); Xianli Zhang (Xi'an Jiaotong University); Sirui Chen (Xi'an Jiaotong University); Qinghua Zheng (Xi'an Jiaotong University)
GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment
Sendong Zhao (Cornell University); Chang Su (Cornell University); Andrea Sboner (Cornell University); Fei Wang (Cornell University)
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images
Changhee Han (The University of Tokyo); Kohei Murao (National Institute of Informatics); Tomoyuki Noguchi (National Center for Global Health and Medicine); Yusuke Kawata (National Center for Global Health and Medicine); Fumiya Uchiyama (National Center for Global Health and Medicine); Leonardo Rundo (University of Cambridge); Hideki Nakayama (The University of Tokyo); Shin'Ichi Satoh (National Institute of Informatics)
UA-CRNN: Uncertainty-Aware Convolutional Recurrent Neural Network for Mortality Risk Prediction
Qingxiong Tan (Hong Kong Baptist University); Andy Jinhua Ma (Sun Yat-Sen University); Mang Ye (Hong Kong Baptist University); Baoyao Yang (Hong Kong Baptist University); Huiqi Deng (Hong Kong Baptist University); Vincent Wai-Sun Wong (The Chinese University of Hong Kong); Yee-Kit Tse (The Chinese University of Hong Kong); Terry Cheuk-Fung Yip (The Chinese University of Hong Kong); Grace Lai-Hung Wong (The Chinese University of Hong Kong); Jessica Yuet-Ling Ching (The Chinese University of Hong Kong); Francis Ka-Leung Chan (The Chinese University of Hong Kong); Pong C Yuen (Hong Kong Baptist University)
Question Difficulty Prediction for Multiple Choice Problems in Medical Exams
Zhaopeng Qiu (Tencent Medical AI Lab); Xian Wu (Tencent Medical AI Lab); Wei Fan (Tencent Medical AI Lab)
Inferring Context from Pixels for Multimodal Image Classification
Manan Shah (Stanford University); Krishnamurthy Viswanathan (Google); Chun-Ta Lu (Google); Ariel Fuxman (Google); Zhen Li (Google); Aleksei Timofeev (Waymo); Chen Sun (Google)
Large Scale Landmark Recognition via Deep Metric Learning
Andrei Boiarov (Mail.ru Group); Eduard Tyantov (Mail.ru Group)
Multi-stage Deep Classifier Cascades for Open World Recognition
Xiaojie Guo (George Mason University); Amir Alipour-Fanid (George Mason University); Lingfei Wu (IBM); Hemant Purohit (George Mason University); Xiang Chen (George Mason University); Kai Zeng (George Mason University); Liang Zhao (George Mason University)
Multi-Target Multi-Camera Tracking with Human Body Part Semantic Features
Mingkun Wang (National University of Defense Technology); Dianxi Shi (National Innovation Institute of Defense Technology (NIIDT),Artificial Intelligence Research Center (AIRC)); Naiyang Guan (National Innovation Institute of Defense Technology (NIIDT),Artificial Intelligence Research Center (AIRC)); Wei Yi (National Innovation Institute of Defense Technology (NIIDT),Artificial Intelligence Research Center (AIRC)); Tao Zhang (University of Illinois at Chicago(UIC)); Zunlin Fan (Artificial Intelligence Research Center (AIRC),National Innovation Institute of Defense Technology (NIIDT))
Video-level Multi-model Fusion for Action Recognition
Xiaomin Wang (China University of Petroleum (EastChina)); Junsan Zhang (China University of Petroleum (EastChina)); Leiquan Wang (College of China University of Petroleum (EastChina)); Philip S. Yu (Information Technology University of Illinois at Chicago); Jie Zhu (The National Police University for Criminal Justice); Haisheng Li (Beijing Technology and Business University)
Constructing a Comprehensive Events Database from the Web
Qifan Wang (Google); Bhargav Kanagal¿ (Google); Vijay Garg (Google); D. Sivakumar (Google)
Deploying Hash Tables on Die-Stacked High Bandwidth Memory
Bingsheng He (National University of Singapore); Shengliang Lu (National University of Singapore); Xuntao Cheng (Alibaba Group); Eric Lo ( Chinese University of Hong Kong); Wei Wang (National University of Singapore); Xinyu Chen (National University of Singapore)
Efficient Join Processing Over Incomplete Data Streams
Weilong Ren (Kent State University); Xiang Lian (Kent State University); Kambiz Ghazinour (Kent State University)
Inclusion Dependency Discovery:An Experimental Evaluation of Thirteen Algorithms
Falco Dürsch (Hasso Plattner Institute, University of Potsdam); Axel Stebner (Hasso Plattner Institute, University of Potsdam); Fabian Windheuser (Hasso Plattner Institute, University of Potsdam); Maxi Fischer (Hasso Plattner Institute, University of Potsdam); Tim Friedrich (Hasso Plattner Institute, University of Potsdam); Nils Strelow (Hasso Plattner Institute, University of Potsdam); Tobias Bleifuß (Hasso Plattner Institute, University of Potsdam); Hazar Harmouch (Hasso Plattner Institute, University of Potsdam); Lan Jiang (Hasso Plattner Institute, University of Potsdam); Thorsten Papenbrock (Hasso Plattner Institute, University of Potsdam); Felix Naumann (Hasso Plattner Institute, University of Potsdam)
Imbalance Rectification in Deep Logistic Regression for Multi-Label Image Classification Using Random Noise Samples
Wenjin Yan (Huazhong University of Science and Technology); Ruixuan Li (Huazhong University of Science and Technology); Jun Wang (Fujitsu Laboratories of America); Yuhua Li (Huazhong University of Science and Technology); Jinyang Wang (Huazhong University of Science and Technology); Pan Zhou (Huazhong University of Science and Technology); Xiwu Gu (Huazhong University of Science and Technology)
ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning
Yong Luo (Nanyang Technological University); Huaizheng Zhang (Nanyang Technological University); Yonggang Wen (Nanyang Technological University); Xinwen Zhang (Hiretual)
Regularizing Deep Neural Networks by Ensemble-based Low-Level Sample-Variances Method
Shuai Yao (Tianjin University); Yuexian Hou (Tianjin University); Liangzhu Ge (Tianjin University); Zeting Hu (Tianjin University)
Attention-Residual Network with CNN for Rumor Detection
Yixuan Chen (University of Chinese Academy of Sciences); Jie Sui (University of Chinese Academy of Sciences); Liang Hu (University of Chinese Academy of Sciences); Wei Gong (University of Chinese Academy of Sciences)
CamDrop: A Guided Regularization Method for Better Recognizing
Hongjun Wang (Sun Yat-sen University); Guangrun Wang (Sun Yat-sen University); Guanbin Li (Sun Yat-Sen University); Liang Lin (Sun Yat-sen University)
Learning High-order Feature Interactions with Self-Attentive Neural Networks
Weiping Song (Peking University); Chence Shi (Peking University); Zhiping Xiao (University of California, Los Angeles); Zhijian Duan (Peking University); Yewen Xu (Peking University); Ming Zhang (Peking University); Jian Tang (HEC Montreal & MILA)
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples
Mahardhika Pratama (Nanyang Technological University); Choiru Zain (Latrobe University Australia); Andri Ashfahani (Nanyang Technological University); Yew-Soon Ong (Nanyang Technological University); Weiping Ding (Nantong University)
Robust Embedded Deep K-means Clustering
Rui Zhang (Arizona State University); Hanghang Tong (Arizona State University); Yinglong Xia (Huawei); Yada Zhu (IBM)
Dynamic Collaborative Recurrent Learning
Teng Xiao (Sun Yat-sen University); Shangsong Liang (Sun Yat-sen University); Zaiqiao Meng (University of Glasgow)
Adversarial Domain Adaptation with Semantic Consistency for Cross-Domain Image Classification
Manliang Cao (Fudan University); Xiangdong Zhou (Fudan University); Yiming Xu (Fudan University); Yue Pang (Fudan University); Bo Yao (Fudan University)
ATL: Autonomous Knowledge Transfer from Many Streaming Processes
Mahardhika Pratama (Nanyang Technological University); Marcus De Carvalho (Nanyang Technological University); Xie Renchunzi (Nanyang Technological University); Edwin Lughofer (Johannes Kepler University Linz); Jie Lu (University of Technology, Sydney)
Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning
Zhuoren Jiang (Sun Yat-sen University); Jian Wang (Alibaba Group); Lujun Zhao (Fudan University); Changlong Sun (Alibaba Group); Yao Lu (Sun Yat-sen University); Xiaozhong Liu (Indiana University Bloomington)
Knowledge Transfer based on Multiple Manifolds Assumption
Pengfei Wei (Nanyang Technological University); Yiping Ke (Nanyang Technological University)
Partially Shared Adversarial Learning for Semi-supervised Multi-platform User Identity Linkage
Chaozhuo Li (Beihang University); Senzhang Wang (Beihang University); Hao Wang (Southwest Jiaotong University); Yanbo Liang (Hortonworks); Philip Yu (University of Illinois at Chicago); Zhoujun Li (Beihang University)
Learning to Generate Personalized Product Descriptions
Guy Elad (Technion ¿ Israel Institute of Technology); Ido Guy (eBay Research); Kira Radinsky (Technion ¿ Israel Institute of Technology); Slava Novgorodov (eBay Research); Benny Kimelfeld (Technion ¿ Israel Institute of Technology)
Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction
Yikai Wang (Tsinghua University); Liang Zhang (JD.COM); Quanyu Dai (The Hong Kong Polytechnic University); Fuchun Sun (Tsinghua University); Bo Zhang (JD.COM); Yang He (JD.COM); Weipeng Yan (JD.COM); Yongjun Bao (JD.COM)
A Zero Attention Model for Personalized Product Search
Qingyao Ai (University of Massachusetts Amherst); Daniel Hill (Amazon); Vishy Vishwanathan (Amazon); Bruce Croft (University of Massachusetts Amherst)
Conversational Product Search Based on Negative Feedback
Keping Bi (University of Massachusetts Amherst); Qingyao Ai (University of Massachusetts Amherst); Yongfeng Zhang (Rutgers University); W. Bruce Croft (University of Massachusetts Amherst)
Learning to Ask: Question-based Sequential Bayesian Product Search
Jie Zou (University of Amsterdam); Evangelos Kanoulas (University of Amsterdam)
Relation-Aware Graph Convolutional Networks for Agent-Initiated Social E-Commerce Recommendation
Fengli Xu (Tsinghua University); Jianxun Lian (Microsoft); Zhenyu Han (Tsinghua University); Yong Li (Tsinghua University); Yujian Xu (Beibei Group); Xing Xie (Microsoft)
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks
Zekun Li (Institute of Information Engineering, Chinese Academy of Sciences, University of Chinese Academy of Sciences); Zeyu Cui (Institute of Automation, Chinese Academy of Sciences, University of Chinese Academy of Sciences); Shu Wu (Institute of Automation, Chinese Academy of Sciences, University of Chinese Academy of Sciences); Xiaoyu Zhang (Institute of Information Engineering, Chinese Academy of Sciences); Liang Wang (Institute of Automation, Chinese Academy of Sciences, University of Chinese Academy of Sciences)
Graph Convolutional Networks with Motif-based Attention
John Boaz Lee (Worcester Polytechnic Institute); Ryan Rossi (Adobe Research); Xiangnan Kong (Worcester Polytechnic Institute); Sungchul Kim (Adobe Research); Eunyee Koh (Adobe Research); Anup Rao (Adobe Research)
Hashing Graph Convolution for Node Classification
Wenting Zhao (Nanjing University of Science and Technology); Zhen Cui (Nanjing University of Science and Technology); Chunyan Xu (Nanjing University of Science and Technology); Chengzheng Li (Nanjing University of Science and Technology); Tong Zhang (Nanjing University of Science and Technology); Jian Yang (Nanjing University of Science and Technology)
Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network
Mengmeng Li (Shandong University); Tian Gan (Shandong University); Meng Liu (Shandong University); Zhiyong Cheng (Qilu University of Technology (Shandong Academy of Sciences)); Jianhua Yin (Shandong University); Liqiang Nie (Shandong University)
Gravity-Inspired Graph Autoencoders for Directed Link Prediction
Guillaume Salha (Ecole Polytechnique); Stratis Limnios (Ecole Polytechnique); Romain Hennequin (Deezer); Viet Anh Tran (Deezer); Michalis Vazirgiannis (Ecole Polytechnique)
Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework
Yanfang Ye (West Virginia University); Yiming Zhang (West Virginia University); Yujie Fan (West Virginia University); Chuan Shi (Beijing University of Posts and Telecommunications); Liang Zhao (George Mason University)
Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks
Ruihong Qiu (The University of Queensland); Jingjing Li (University of Science and Technology of China); Zi Huang (The University of Queensland); Hongzhi Yin (The University of Queensland)
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach
Changjun Fan (National University of Defense Technology); Li Zeng (National University of Defense Technology); Yuhui Ding (Tsinghua University); Muhao Chen (University of California, Los Angeles); Yizhou Sun (University of California, Los Angeles); Zhong Liu (National University of Defense Technology)
Multiple Rumor Source Detection with Graph Convolutional Networks
Ming Dong (Huazhong University of Science and Technology); Bolong Zheng (Huazhong University of Science and Technology); Quoc Viet Hung Nguyen (Griffith University); Han Su (University of Science and Technology of China); Guohui Li (Huazhong University of Science and Technology)
BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network
Seonghyeon Lee (POSTECH); Chanyoung Park (University of Illinois at Urbana-Champaign); Hwanjo Yu (POSTECH)
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding
Yu He (Beihang University); Yangqiu Song (The Hong Kong University of Science and Technology); Jianxin Li (Beihang University); Cheng Ji (Beihang University); Jian Peng (University of Illinois at Urbana-Champaign); Hao Peng (Beihang University)
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity
Yu Shi (University of Illinois at Urbana-Champaign); Jiaming Shen (University of Illinois at Urbana-Champaign); Yuchen Li (University of Illinois at Urbana-Champaign); Naijing Zhang (University of Illinois at Urbana-Champaign); Xinwei He (University of Illinois Urbana-Champaign); Zhengzhi Lou (University of Illinois at Urbana-Champaign); Qi Zhu (University of Illinois Urbana-Champaign); Matthew Walker (LinkedIn); Myunghwan Kim (LinkedIn Corporation); Jiawei Han (University of Illinois at Urbana-Champaign)
Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution
Hao Nie (Institute of Software, Chinese Academy of Sciences); Xianpei Han (Institute of Software, Chinese Academy of Sciences); Ben He (Institute of Software, Chinese Academy of Sciences); Le Sun (Institute of Software, Chinese Academy of Sciences); Bo Chen (Institute of Software, Chinese Academy of Sciences); Wei Zhang (Alibaba Group); Suhui Wu (Alibaba Group); Hao Kong (Alibaba Group)
¿Cyber: Enhancing Robustness of Android Malware Detection System against Adversarial Attacks on Heterogeneous Graph based Model
Yanfang Ye (West Virginia University); Shifu Hou (West Virginia University); Yujie Fan (West Virginia University); Yiming Zhang (West Virginia University); Jingwei Lei (Tencent Security Lab); Wenqiang Wan (Tencent Security Lab); Jiabin Wang (Tencent Security Lab); Qi Xiong (Tencent Security Lab); Fudong Shao (Tencent Security Lab)
Learning to Answer Complex Questions over Knowledge Bases with Query Composition
Nikita Bhutani (University of Michigan); Xinyi Zheng (University of Michigan); H V Jagadish (University of Michigan)
MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data
Yang Deng (Peking University); Yaliang Li (Alibaba Group); Nan Du (Tencent Medical AI Lab); Wei Fan (Tencent Medical AI Lab); Ying Shen (Peking University); Min Yang (The Chinese Academy of Sciences); Kai Lei (Peking University)
Online Schemaless Querying of Heterogeneous Open Knowledge Bases
Nikita Bhutani (University of Michigan); H V Jagadish (University of Michigan)
Poster Session II6:30pm-9:00pm, Nov 6
Discovering Polarized Communities in Signed Networks
Francesco Bonchi (Fondazione ISI); Edoardo Galimberti (University of Turin and ISI Foundation); Aristides Gionis (Aalto University); Bruno Ordozgoiti (Aalto University); Giancarlo Ruffo (University of Turin)
Federated Topic Modeling
Di Jiang (WeBank); Yuanfeng Song (WeBank); Yongxin Tong (Beihang University); Xueyang Wu (The Hong Kong University of Science and Technology); Weiwei Zhao (WeBank); Qian Xu (WeBank); Qiang Yang (The Hong Kong University of Science and Technology)
Sentiment Lexicon Enhanced Neural Sentiment Classification
Chuhan Wu (Tsinghua University); Fangzhao Wu (Microsoft); Junxin Liu (Tsinghua University); Yongfeng Huang (Tsinghua University); Xing Xie (Microsoft)
Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach
Wei Huang (University of Science and Technology of China); Enhong Chen (University of Science and Technology of China); Qi Liu (University of Science and Technology of China); Yuying Chen (University of Science and Technology of China); Zai Huang (University of Science and Technology of China); Yang Liu (University of Science and Technology of China); Zhou Zhao (Zhejiang University); Dan Zhang (iFLYTEK Research); Shijin Wang (iFLYTEK Research)
Multi-Turn Response Selection in Retrieval-Based Chatbots with Iterated Attentive Convolution Matching Network
Heyuan Wang (Peking University); Ziyi Wu (Peking University); Junyu Chen (Peking University)
A Semantics Aware Random Forest for Text Classification
Md Zahidul Islam (University of South Australia); Jixue Liu (University of South Australia); Jiuyong Li (University of South Australia); Lin Liu (University of South Australia); Wei Kang (University of South Australia)
Hyper-Path-Based Representation Learning for Hyper-Networks
Jie Huang (Sun Yat-sen University); Xin Liu (The Hong Kong University of Science and Technology); Yangqiu Song (The Hong Kong University of Science and Technology)
MrMine: Multi-resolution Multi-network Embedding
Boxin Du (Arizona State University); Hanghang Tong (Arizona State University)
Multi-Hot Compact Network Embedding
Chaozhuo Li (Beihang University); Senzhang Wang (Nanjing University of Aeronautics and Astronautics); Lei Zheng (University of Illinois at Chicago); Philip Yu (University of Illinois at Chicago); Feiran Huang (Beihang University); Zhoujun Li (Beihang University)
Task-Guided Pair Embedding in Heterogeneous Network
Chanyoung Park (University of Illinois at Urbana-Champaign); Donghyun Kim (Yahoo Research); Qi Zhu (University of Illinois at Urbana-Champaign); Jiawei Han (University of Illinois at Urbana-Champaign); Hwanjo Yu (POSTECH)
Temporal Network Embedding with Micro- and Macro-dynamics
Yuanfu Lu (Beijing University of Posts and Telecommunications); Xiao Wang (Beijing University of Posts and Telecommunications); Chuan Shi (Beijing University of Posts and Telecommunications); Philip Yu (University of Illinois at Chicago); Yanfang Ye (West Virginia University)
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction
Wei Wei (Huazhong University of Science and Technology); Jiayi Liu (Huazhong University of Science and Technology); Xianling Mao (Beijing Polytechnic University); Guibin Guo (Northeastern University); Feida Zhu (Singapore Management University); Pan Zhou (Huazhong University of Science and Technology); Yuchong Hu (Huazhong University of Science and Technology)
Attentive History Selection for Conversational Question Answering
Chen Qu (University of Massachusetts Amherst); Liu Yang (University of Massachusetts Amherst); Minghui Qiu (Alibaba Group); Yongfeng Zhang (Rutgers University); Cen Chen (Ant Financial Services Group); W. Bruce Croft (University of Massachusetts Amherst); Mohit Iyyer (University of Massachusetts Amherst)
Commonsense Properties from Query Logs and Question Answering Forums
Julien Romero (Télécom ParisTech); Archit Sakhadeo (Max Planck Institute); Simon Razniewski (Max Planck Institute); Koninika Pal (Max Planck Institute); Gerhard Weikum (Max Planck Institute); Jeff Pan (University of Aberdeen)
Message Passing for Complex Question Answering over Knowledge Graphs
Svitlana Vakulenko (Vienna University of Economics and Business); Javier Fernández (Vienna University of Economics and Business); Axel Polleres (Vienna University of Economics and Business - WU Wien); Maarten de Rijke (University of Amsterdam); Michael Cochez (Fraunhofer)
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms
Avikalp Srivastava (Carnegie Mellon University); Hsin-Wen Liu (Waseda University); Sumio Fujita (Yahoo! Japan)
Recommender System Using Sequential and Global Preference via Attention Mechanism and Topic Modeling
Kyeongpil Kang (Korea University); Junwoo Park (SK Planet); Wooyoung Kim (SKT AI Center); Hojung Choe (Nice Information Service); Jaegul Choo (Korea University)
Candidate Generation with Binary Codes for Large-Scale Top-N Recommendation
Wang-Cheng Kang (University of California San Diego); Julian McAuley (University of California San Diego)
DBRec: Dual-Bridging Recommendation via Discovering Latent Groups
Jingwei Ma (The University of Queensland); Jiahui Wen (National University of Defense Technology); Mingyang Zhong (The University of Queensland); Liangchen Liu (The University of Queensland); Weitong Chen (The University of Queensland); Chaojie Li (Aliexpress, Alibaba group); Yin Yang (Hamad Bin Khalifa University); Honghui Tu (National University of Defense Technology); Xue Li (The University of Queensland)
DTCDR: A Framework for Dual-Target Cross-Domain Recommendation
Feng Zhu (Macquarie University); Chaochao Chen (Ant Financial Services Group); Yan Wang (Macquarie University); Guanfeng Liu (Macquarie University); Xiaolin Zheng (Zhejiang University)
HAES: A New Hybrid Approach for Movie Recommendation Based on Elastic Serendipity
Xueqi Li (Hunan University); Wenjun Jiang (Hunan University); Weiguang Chen (Hunan University); Jie Wu (Temple University); Guojun Wang (Guangzhou University)
Instagrammers, Fashionistas, and Me: Recurrent Fashion Recommendation with Implicit Visual Influence
Yin Zhang (Texas A&M University); James Caverlee (Texas A&M University)
Leveraging Ratings and Reviews with Gating Mechanism for Recommendation
Haifeng Xia (Wuhan University); Zengmao Wang (Wuhan University); Bo Du (Wuhan University); Lefei Zhang (Wuhan University); Shuai Chen (Xiaomi Inc.); Gang Chun (Xiaomi Inc.)
Semi-Supervised Learning for Cross-Domain Recommendation to Cold-Start Users
Seongku Kang (POSTECH); Junyoung Hwang (POSTECH); Dongha Lee (POSTECH); Hwanjo Yu (POSTECH)
What Can History Tell Us? Identifying Relevant Sessions for Next-Item Recommendation
Ke Sun (Wuhan University); Tieyun Qian (Wuhan University); Hongzhi Yin (The University of Queensland); Tong Chen (The University of Queensland); Yiqi Chen (Wuhan University); Ling Chen (University of Technology, Sydney)
A Spatio-temporal Recommender System for On-demand Cinemas
Taofeng Xue (Institute of Software Chinese Academy of Sciences); Beihong Jin (Institute of Software, Chinese Academy of Sciences); Beibei Li (Institute of Software, Chinese Academy of Sciences); Weiqing Wang (Monash University); Qi Zhang (Beijing iQIYI Cinema Management Co., Ltd.); Sihua Tian (Beijing iQIYI Cinema Management Co., Ltd.)
Order-free Medicine Combination Prediction With Graph Convolutional Reinforcement Learning
Shanshan Wang (Shandong University); Pengjie Ren (University of Amsterdam); Zhumin Chen (Shandong University); Zhaochun Ren (Shandong University); Jun Ma (Shandong University); Maarten de Rijke (University of Amsterdam)
Context-Aware Ranking by Constructing a Virtual Environment for Reinforcement Learning
Junqi Zhang (Tsinghua University); Jiaxin Mao (Tsinghua University); Yiqun Liu (Tsinghua University); Ruizhe Zhang (Tsinghua University); Min Zhang (Tsinghua University); Shaoping Ma (Tsinghua University); Jun Xu (Renmin University of China); Qi Tian (Huawei Noah's Ark Lab)
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System
Ye Liu (University of Illinois at Chicago); Chenwei Zhang (University of Illinois at Chicago); Xiaohui Yan (Huawei Technologies); Yi Chang (Jilin University); Philip Yu (University of Illinois at Chicago)
Reinforcement Learning with Sequential Information Clustering in Real-Time Bidding
Junwei Lu (Shanghai Jiao Tong University); Chaoqi Yang (Shanghai Jiao Tong University); Xiaofeng Gao (Shanghai Jiao Tong University); Liubin Wang (Tencent); Changcheng Li (Tencent); Guihai Chen (Shanghai Jiao Tong University)
A Multi-Scale Temporal Feature Aggregation Convolutional Neural Network for Portfolio Management
Si Shi (Huazhong University of Science and Technology); Jianjun Li (Huazhong University of Science and Technology); Guohui Li (Huazhong University of Science and Technology); Peng Pan (Huazhong University of Science and Technology)
Efficient Sequential and Parallel Algorithms for Estimating Higher Order Spectra
Zigeng Wang (University of Connecticut); Abdullah-Al Mamun (Google LLC); Xingyu Cai (University of Connecticut); Nalini Ravishanker (University of Connecticut); Sanguthevar Rajasekaran (University of Connecticut)
HiCAN: Hierarchical Convolutional Attention Network for Sequence Modeling
Yi Cao (Zhejiang University); Weifeng Zhang (Zhejiang University); Bo Song (Zhejiang University); Congfu Xu (Zhejiang University)
Towards Accurate and Interpretable Sequential Prediction: A CNN&Attention-Based Feature Extractor
Jingyi Wang (UESTC); Qiang Liu (RealAI.ai); Zhaocheng Liu (RealAI.ai); Shu Wu (nlpr, casia)
Locally Slope-based Dynamic Time Warping for Time Series Classification
Jidong Yuan (Beijing Jiaotong University); Qianhong Lin (Beijing Jiaotong University); Wei Zhang (Beijing Jiaotong University); Zhihai Wang (Beijing Jiaotong University)
Automatic Sequential Pattern Mining in Data Streams
Koki Kawabata (Osaka University); Yasuko Matsubara (Osaka University); Yasushi Sakurai (Osaka University)
A Modular Adversarial Approach to Social Recommendation
Adit Krishnan (University of Illinois at Urbana-Champaign); Hari Cheruvu (University of Illinois at Urbana-Champaign); Cheng Tao (University of Illinois at Urbana-Champaign); Hari Sundaram (University of Illinois at Urbana-Champaign)
Tracking Top-k Influential Users with Relative Errors
Yu Yang (City University of Hong Kong); Zhefeng Wang (Huawei Tech.); Tianyuan Jin (University of Science and Technology of China); Jian Pei (Simon Fraser University); Enhong Chen (University of Science and Technology of China)
Emotional Contagion-Based Social Sentiment Mining in Social Networks by Introducing Network Communities
Xiaobao Wang (Tianjin University); Di Jin (Tianjin University); Mengquan Liu (Tianjin University, Tianjin); Dongxiao He (Tianjin University); Kaska Musial-Gabrys (University of Technology, Sydney); Jianwu Dang (Japan Advanced Institute of Science and Technology)
NActSeer: Predicting User Actions in Social Network using Graph Augmented Neural Network
Mohammad Raihanul Islam (Virginia Tech); Sathappan Muthiah (Virginia Tech); Naren Ramakrishnan (Virginia Tech)
Social-Aware VR Configuration Recommendation via Multi-Feedback Coupled Tensor Factorization
Hsu-Chao Lai (National Chiao Tung University); Hong-Han Shuai (National Chiao Tung University); De-Nian Yang (Academia Sinica); Jiun-Long Huang (National Chiao Tung University); Wang-Chien Lee (The Pennsylvania State University); Philip S. Yu (University of Illinois at Chicago)
Account for Temporal Dynamics in Modeling Document Streams
Zhendong Chu (Fudan University); Renqin Cai (University of Virginia); Hongning Wang (University of Virginia)
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations
Betty van Aken (Beuth University of Applied Sciences); Benjamin Winter (Beuth University of Applied Sciences); Alexander Löser (Beuth University of Applied Sciences); Felix Gers (Beuth University of Applied Sciences)
A Dynamic Product-aware Learning Model for E-commerce Query Intent Understanding
Jiashu Zhao (Data Science Lab, JD.com); Hongshen Chen (Data Science Lab, JD.com); Dawei Yin (Data Science Lab, JD.com)
In2Rec: In¿uence-based Interpretable Recommendation
Huafeng Liu (Beijing Jiaotong University); Liping Jing (Beijing Jiaotong University); Jingxuan Wen (Beijing Jiaotong University); Jian Yu (Beijing Jiaotong University); Xiangliang Zhang (King Abdullah University of Science and Technology)
Patterns of Search Result Examination: Query to First Action
Mustafa Abualsaud (University of Waterloo); Mark Smucker (University of Waterloo)
BePT: A Behavior-based Process Translator for Interpreting and Understanding Process Models
Chen Qian (Tsinghua University); Lijie Wen (Tsinghua University); Ahkil Kumar (The Pennsylvania State University)
Interpretable Multiple-Kernel Prototype Learning for Discriminative Representation and Feature Selection
Babak Hosseini (Bielefeld University-CITEC); Barbara Hammer (Bielefeld University)
Leveraging Graph Neighborhoods for Efficient Inference
Melisachew Wudage Chekol (University Mannheim); Heiner Stuckenschmidt (University of Mannheim)
Scalable Causal Graph Learning through Deep Neural Network
Hao Huang (General Electric); Chenxiao Xu (Stony Brook University); Shinjae Yoo (Brookhaven National Laboratory)
Towards Effective and Interpretable Person-Job Fitting
Ran Le (Peking University); Wenpeng Hu (Peking University); Yang Song (BossZhipin); Tao Zhang (BossZhipin); Dongyan Zhao (Peking University); Rui Yan (Peking University)
CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms
Jiarui Jin (Shanghai Jiao Tong University); Ming Zhou (Shanghai Jiao Tong University); Weinan Zhang (Shanghai Jiao Tong University); Minne Li (University College London); Zilong Guo (Shanghai Jiao Tong University); Zhiwei Qin (DiDi AI Labs); Yan Jiao (DiDi AI Labs); Xiaocheng Tang (DiDi AI Labs); Chenxi Wang (DiDi AI Labs); Jun Wang (University College London); Guobin Wu (DiDi Research); Jieping Ye (DiDi AI Labs)
Forecasting Pavement Performance with a Feature Fusion LSTM-BPNN Model
Yushun Dong (Beijing University of Posts and Telecommunications); Yingxia Shao (Beijing University of Posts and Telecommunications); Xiaotong Li (Beijing University of Posts and Telecommunications); Sili Li (Research Institute of Highway, Ministry of Transportation); Lei Quan (Research Institute of Highway, Ministry of Transportation); Wei Zhang (East China Normal University); Junping Du (Beijing University of Posts and Telecommunications)
Learning Phase Competition for Traffic Signal Control
Guanjie Zheng (The Pennsylvania State University); Yuanhao Xiong (Zhejiang University); Xinshi Zang (Shanghai Jiao Tong University); Jie Feng (Tsinghua University); Hua Wei (The Pennsylvania State University); Huichu Zhang (Shanghai Jiao Tong University); Yong Li (Tsinghua University); Kai Xu (Tianrang Inc.); Zhenhui Jessie Li (The Pennsylvania State University)
Path Travel Time Estimation using Attribute-related Hybrid Trajectories Network
Xi Lin (Nanyang Technological University); Yequan Wang (Tsinghua University); Xiaokui Xiao (National University of Singapore); Zengxiang Li (Institute of High Performance Computing, Singapore); Sourav S. Bhowmick (Nanyang Technological University)
Unsupervised Representation Learning of Spatial Data via Multimodal Embedding
Porter Jenkins (The Pennsylvania State University); Ahmad Farag (Georgia Institute of Technology); Suhang Wang (The Pennsylvania State University); Zhenhui Li (The Pennsylvania State University)
Learning from Dynamic User Interaction Graphs to Forecast Diverse Social Behavior
Prasha Shresha (Pacific Northwest National Laboratory); Suraj Maharjan (University of Houston); Dustin Arendt (Pacific Northwest National Laboratory); Svitlana Volkova (Pacific Nothwest National Laboratory)
Learning Latent Correlations for Temporal-Spatial Behavioral Prediction
Huan Yang (Shandong University); Tianyuan Liu (Shandong University); Yuqing Sun (Shandong University); Elisa Bertino (Purdue University)
Social Cards Probably Provide for Better Understanding Of Web Archive Collections
Shawn Jones (Old Dominion University); Michele Weigle (Old Dominion University); Michael Nelson (Old Dominion University)
Understanding Default Behavior in Peer-to-Peer Lending
Yang Yang (Zhejiang University); Yuhong Xu (Zhejiang University); Chunping Wang (PPDAI Group Inc.); Yizhou Sun (University of California, Los Angeles); Fei Wu (Zhejiang University); Yueting Zhuang (Zhejiang University); Ming Gu (PPDAI Group Inc.)
Rating Mechanisms for Sustainability of Crowdsourcing Platforms
Chenxi Qiu (Rowan University); Anna Squicciarini (The Pennsylvania State University); Sarah Rajtmajer (The Pennsylvania State University)
Interpretable MTL from Heterogeneous Domains using Boosted Tree
Ya-Lin Zhang (Ant Financial Services Group); Longfei Li (Ant Financial Services Group)
Datalog Reasoning over Compressed RDF Knowledge Bases
Pan Hu (University of Oxford); Jacopo Urbani (Vrije Universiteit Amsterdam); Boris Motik (University of Oxford); Ian Horrocks (University of Oxford)
An Accurate and Explainable Deep Learning Algorithm for Affect Recognition
Jionghao Lin (Monash University); Shirui Pan (Monash University); Vincent Lee (Monash University); Sharon Oviatt (Monash University)
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder
Yufei Tian (Tsinghua University); Jianfei Yu (Singapore Management University); Jing Jiang (Singapore Management University)
Machine Reading Comprehension: Matching and Orders
Ao Liu (University of Electronic Science and Technology of China); Lizhen Qu (Monash University); Junyu Lu (University of Electronic Science and Technology of China); Chenbin Zhang (University of Electronic Science and Technology of China); Zenglin Xu (University of Electronic Science and Technology of China)
MarlRank: Multi-agent Reinforced Learning to Rank
Shihao Zou (University of Alberta); Zhonghua Li (Huawei Technologies Co. Ltd.); Mohammad Akbari (University College London); Jun Wang (University College London); Peng Zhang (Tianjin University)
LinkRadar: Assisting the Analysis of Inter-app Page Links via Transfer Learning
Diandian Gu (Peking University); Ziniu Hu (University of California, Los Angeles); Shangchen Du (Peking University); Yun Ma (Tsinghua University)
Fine-Grained Geolocalization of User-Generated Short Text Based on Weight Probability Model
Congjie Gao (Northwestern Polytechnical University); Yongjun Li (Northwestern Polytechnical University); Jiaqi Yang (Northwestern Polytechnical University)
NAD: Neural Network Aided Design for Textile Pattern
Zhifei Pang (Zhejiang University); Sai Wu (Zhejiang University); Dongxiang Zhang (Zhejiang University); Yunjun Gao (Zhejiang University); Gang Chen (Zhejiang University)
A Compare-Aggregate Model with Latent Clustering for Answer Selection
Seunghyun Yoon (Seoul National University); Franck Dernoncourt (Adobe Research); Doo Soon Kim (Adobe Research); Trung Bui (Adobe Research); Kyomin Jung (Seoul National University)
Feature Selection for Facebook Feed Ranking System via a Group-Sparsity-Regularized Training Algorithm
Xiuyan Ni (City University of New York); Yang Yu (Google); Peng Wu (Facebook); Youlin Li (Facebook); Shaoliang Nie (North Carolina State University); Qichao Que (Facebook); Chao Chen (Stony Brook University)
Geometric Estimation of Specificity within Embedding Spaces
Negar Arabzadeh (Ryerson University); Fattane Zarrinkalam (Ryerson University); Jelena Jovanovic (University of Belgrade); Ebrahim Bagheri (Ryerson University)
Similarity-aware Network Embedding with Self-paced Learning
Xian Wu (University of Notre Dame); Baoxu Shi (University of Notre Dame); Xuchao Zhang (Virginia Tech); Chao Huang (University of Notre Dame); Nitesh Chawla (University of Notre Dame)
Tensor Decomposition-based Node Embedding
Shah Muhammad Hamdi (Georgia State University); Rafal Angryk (Georgia State University)
Scalable Manifold-Regularized Attributed Network Embedding via Maximum Mean Discrepancy
Jun Wu (University of Illinois at Urbana-Champaign); Jingrui He (University of Illinois at Urbana-Champaign)
Spotting Terrorists by Learning Behavior-aware Heterogeneous Network Embedding
Pei-Chi Wang (National Cheng Kung University); Cheng-Te Li (National Cheng Kung University)
Integrating Multi-Network Topology via Deep Semi-supervised Node Embedding
Hansheng Xue (Northwestern Polytechnical University); Jiajie Peng (Northwestern Polytechnical University); Jiying Li (Microsoft); Xuequn Shang (Northwestern Polytechnical University)
Deep Prototypical Networks for Imbalanced Time Series Classification under Data Scarcity
Chao Huang (University of Notre Dame); Xian Wu (University of Notre Dame); Xuchao Zhang (Virginia Tech); Suwen Lin (University of Notre Dame); Nitesh Chawla (University of Notre Dame)
Time Series Prediction with Interpretable Data Reconstruction
Qiangxing Tian (Zhejiang University); Jinxin Liu (Chongqing University of Posts and Telecommunications); Donglin Wang (Westlake University); Ao Tang (WeCar(shenzhen)Technology Co.,Ltd.)
DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting
Siteng Huang (Westlake University); Donglin Wang (Westlake University); Xuehan Wu (Westlake University); Ao Tang (WeCar Technology Co., Ltd.)
Real-time Edge Repartitioning for Dynamic Graph
He Li (Xidian University); Hang Yuan (Xidian University); Jianbin Huang (Xidian University)
Towards Explainable Representation of Time-Evolving Graphs via Spatial-Temporal Graph Attention
Zhining Liu (University of Science and Technology of China); Dawei Zhou (University of Illinois at Urbana-Champaign); Jingrui He (University of Illinois at Urbana-Champaign)
Query-Specific Knowledge Summarization with Entity Evolutionary Networks
Carl Yang (University of Illinois at Urbana-Champaign); Lingrui Gan (University of Illinois at Urbana-Champaign); Zongyi Wang (University of Illinois at Urbana-Champaign); Jiaming Shen (University of Illinois at Urbana-Champaign); Jinfeng Xiao (University of Illinois at Urbana-Champaign); Jiawei Han (University of Illinois at Urbana-Champaign)
Using External Knowledge for Financial Event Prediction based on Graph Neural Networks
Yiying Yang (Fudan University); Zhongyu Wei (Fudan University); Qin Chen (Fudan University); Wu Libo (Fudan University)
Fast Approximations of Betweenness Centrality using Graph Neural Networks
Sunil Kumar Maurya (Tokyo Institute of Technology); Xin Liu (National Institute of Advanced Industrial Science and Technology (AIST)); Tsuyoshi Murata (Tokyo Institute of Technology)
Knowledge-aware Textual Entailment with Graph Attention Network
Daoyuan Chen (Peking University); Yaliang Li (Alibaba Group); Min Yang (The Chinese Academy of Sciences); Hai-Tao Zheng (Tsinghua University); Ying Shen (Peking University)
Neighborhood Interaction Attention Network for Link Prediction
Zhitao Wang (The Hong Kong Polytechnic University); Yu Lei (The Hong Kong Polytechnic University); Wenjie Li (The Hong Kong Polytechnic University)
Cross-Domain Recommendation via Preference Propagation GraphNet
Cheng Zhao (Wuhan University); Chenliang Li (Wuhan University); Cong Fu (Zhejiang University)
Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning
Man Wu (Florida Atlantic University); Shirui Pan (Monash University); Lan Du (Monash University); Ivor Tsang (University of Technology, Sydney); Xingquan Zhu (Florida Atlantic University); Bo Du (Wuhan University)
Motif Enhanced Recommendation over Heterogeneous Information Network
Huan Zhao (The Hong Kong University of Science and Technology); Yingqi Zhou (The Hong Kong University of Science and Technology); Yangqiu Song (The Hong Kong University of Science and Technology); Dik Lun Lee (The Hong Kong University of Science and Technology)
Correcting for Recency Bias in Job Recommendation
Ruey-Cheng Chen (SEEK Ltd); Qingyao Ai (University of Massachusetts Amherst); Gaya Jayasinghe (SEEK Ltd); Bruce Croft (University of Massachusetts Amherst)
Session-based Recommendation with Hierarchical Memory Networks
Bo Song (Zhejiang University); Yi Cao (Zhejiang University); Weifeng Zhang (Zhejiang University); Congfu Xu (Zhejiang University)
Data Poisoning Attacks on Cross-domain Recommendation
Huiyuan Chen (Case Western Reserve University); Jing Li (Case Western Reserve University)
CosRec: 2D Convolutional Neural Networks for Sequential Recommendation
An Yan (University of California San Diego); Shuo Cheng (University of California San Diego); Wang-Cheng Kang (University of California San Diego); Mengting Wan (University of California San Diego); Julian McAuley (University of California San Diego)
Convolution-Consistent Collective Matrix Completion
Xu Liu (Arizona State University); Jingrui He (University of Illinois at Urbana-Champaign); Liz O'Sullivan (ALLSTATE NORTHERN IRELAND); Sam Duddy (ALLSTATE NORTHERN IRELAND)
Faster Algorithms for k-Regret Minimizing Sets via Monotonicity and Sampling
Qi Dong (Nanjing University of Aeronautics and Astronautics); Jiping Zheng (Nanjing University of Aeronautics and Astronautics)
Fast Random Forest Algorithm via Incremental Upper Bound
Yasuhiro Fujiwara (NTT); Yasutoshi Ida (NTT); Sekitoshi Kanai (NTT); Atsutoshi Kumagai (NTT); Junya Arai (NTT); Naonori Ueda (NTT)
Synergizing Local and Global Models for Matrix Approximation
Chao Chen (Shanghai Jiao Tong University); Dongsheng Li (IBM Research - China); Hao Zhang (Shanghai Jiao Tong University); Junchi Yan (Shanghai Jiao Tong University); Xiaokang Yang (Shanghai Jiao Tong University)
GPU-Accelerated Decoding of Integer Lists
Antonio Mallia (New York University); Michal Siedlaczek (New York University); Torsten Suel (New York University); Mohamed Zahran (New York University)
Deep Colorization by Variation
Zineng Tang (The University of North Carolina at Chapel Hill)
Time-Series Aware Precision and Recall for Anomaly Detection: Considering Variety of Detection Result and Addressing Ambiguous Labeling
Won-Seok Hwang (The Affiliated Institute of ETRI); Jeong-Han Yun (The Affiliated Institute of ETRI); Jonguk Kim (The Affiliated Institute of ETRI); Hyoung Chun Kim (National Security Research Institute)
SpecAE: Spectral Autoencoder for Anomaly Detection in Attributed Networks
Yuening Li (Texas A&M University); Xiao Huang (Texas A&M University); Jundong Li (Arizona State University); Mengnan Du (Texas A&M University); Na Zou (Texas A&M University)
Additive Explanations for Anomalies Detected from Multivariate Temporal Data
Ioana Giurgiu (IBM Research - Zurich); Anika Schumann (IBM Research - Zurich)
Cyberthreats Surveillance via Continuously Matching of Evolving Graph Patterns
Qianzhen Zhang (National University of Defense Technology); Deke Guo (National University of Defense Technology); Xiang Zhao (National University of Defense Technology); Aibo Guo (National University of Defense Technology)
SYSX: A Case for Active Learning in Error Detection
Felix Neutatz (DFKI GmbH); Mohammad Mahdavi (TU Berlin); Ziawasch Abedjan (TU Berlin)
Multi-scale trajectory clustering to identify corridors in mobile networks
Li Li (The University of Melbourne); Sarah Erfani (The University of Melbourne); Chien Chan (The University of Melbourne); Christopher Leckie (The University of Melbourne)
Active Entity Recognition in Low Resource Settings
Ning Gao (Microsoft); Nikos Karampatziakis (Microsoft); Rahul Potharaju (Microsoft); Silviu Cucerzan (Microsoft)
Exploiting Multiple Embeddings for Chinese Named Entity Recognition
Canwen Xu (Wuhan University); Feiyang Wang (Wuhan University); Jialong Han (Tencent AI Lab); Chenliang Li (Wuhan University)
Multi-view Moments Embedding Network for 3D Shape Recognition
Jun Xiao (Peking University); Yuanxing Zhang (Peking University); Pengyu Zhao (Peking University); Kecheng Xiao (Peking University); Kaigui Bian (Virginia Tech); Chunli Zhang (Peking University); Wei Yan (Peking University)
On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability
Kai Li (Northeastern University); Renqiang Min (NEC LABORATORIES AMERICA, INC); Bing Bai (NEC LABORATORIES AMERICA, INC); Yun Fu (Northeastern University); Hans Peter Graf (NEC LABORATORIES AMERICA, INC)
Gate-based Bidirectional Interactive Decoding Network for Scene Text Recognition
Yunze Gao (Institute of Automation, Chinese Academy of Sciences); Yingying Chen (Institute of Automation, Chinese Academy of Sciences); Jinqiao Wang (Institute of Automation, Chinese Academy of Sciences); Hanqing Lu (Institute of Automation, Chinese Academy of Sciences)
Modeling Long-Range Context for Concurrent Dialogue Acts Recognition
Yue Yu (Georgetown University); Siyao Peng (Georgetown University); Grace Hui Yang (Georgetown University)
Spatio-Temporal Graph Convolutional and Recurrent Networks for Citywide Passenger Demand Prediction
Lei Bai (The University of New South Wales); Lina Yao (The University of New South Wales); Salil Kanhere (The University of New South Wales); Xianzhi Wang (University of Technology, Sydney); Wei Liu (The University of New South Wales)
Learning Traffic Signal Control from Demonstrations
Yuanhao Xiong (Zhejiang University); Guanjie Zheng (The Pennsylvania State University); Kai Xu (Tianrang Inc.); Zhenhui Jessie Li (The Pennsylvania State University)
Long- and Short-term Preference Learning for Next POI Recommendation
Yuxia Wu (Xi'an Jiaotong University); Ke Li (Xi'an Jiaotong University); Guoshuai Zhao (Xi'an Jiaotong University); Xueming Qian (Xi'an Jiaotong University)
Collaborative Analysis for Computational Risk in Urban Water Supply Systems
Di Wu (Norwegian University of Science and Technology); Hao Wang (Norwegian University of Science and Technology); Razak Seidu (Norwegian University of Science and Technology)
Labelling for Venue Visit Detection by Matching Wi-Fi Hotspots with Businesses
Denis Shaposhnikov (Yandex); Anastasia Bezzubtseva (Yandex); Ekaterina Gladkikh (Yandex); Alexey Drutsa (Yandex)
Heterogeneous Components Fusion Network for Load Forecasting of Charging Stations
Kai Li (independent); Fei Yu (Harbin Institute of Technology); Feng Cheng (Northeast Forestry University); Tian Xia (Harbin University of Science and Technology)
Cluster-Based Focused Retrieval
Eilon Sheetrit (Technion - Israel Institute of Technology); Oren Kurland (Technion - Israel Institute of Technology)
Cross-modal Image-Text Retrieval with Multitask Learning
Junyu Luo (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Min Yang (The Chinese Academy of Sciences); Xiang Ao (Chinese Academy of Sciences); Zhou Zhao (Zhejiang University); Ying Shen (Peking University)
A Lossy Compression Method on Positional Index for Efficient and Effective Retrieval
Shuni Gao (Nankai University); Jipeng Liu (Nankai University); Xiaoguang Liu (Nankai University); Gang Wang (Nankai University)
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
Jia-Chen Gu (University of Science and Technology of China); Zhen-Hua Ling (University of Science and Technology of China); Quan Liu (University of Science and Technology of China)
Analysis of Adaptive Training for Learning to Rank in Information Retrieval
Saar Kuzi (University of Illinois at Urbana-Champaign); Sahiti Labhishetty (University of Illinois at Urbana-Champaign); Shubhra Kanti Karmaker Santu (University of Illinois at Urbana-Champaign); Prasad Pradip Joshi (University of Illinois at Urbana-Champaign); Chengxiang Zhai (University of Illinois at Urbana-Champaign)
A Unified Generation-Retrieval Framework for Image Captioning
Chunpu Xu (Huazhong University of Science and Technology Wuhan,China); Wei Zhao (Technical University of Munich); Min Yang (The Chinese Academy of Sciences); Xiang Ao (Chinese Academy of Sciences); Wangrong Cheng (Huazhong University of Science and Technology Wuhan, China); Jinwen Tian (Huazhong University of Science and Technology Wuhan, China)
Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce
Zhenxin Fu (Peking University); Feng Ji (Alibaba Group); Wenpeng Hu (Peking University); Wei Zhou (Alibaba Group); Dongyan Zhao (Peking University); Haiqing Chen (Alibaba Group); Rui Yan (Peking University)
Intent term weighing in e-commerce queries
Saurav Manchanda (University of Minnesota); Mohit Sharma (Walmart Labs); George Karypis (University of Minnesota)
Fine-Grained Product Categorization in E-commerce
Hongshen Chen (Data Science Lab, JD.com); Jiashu Zhao (Data Science Lab, JD.com); Dawei Yin (JD.com)
QPIN: A Quantum-inspired Preference Interactive Network for E-commerce Recommendation
Panpan Wang (Tianjin University); Zhao Li (Alibaba Group); Yazhou Zhang (Tianjin University); Yuexian Hou (Tianjin University); Liangzhu Ge (Tianjin University)
A Study of Context Dependencies in Multi-page Product Search
Keping Bi (University of Massachusetts Amherst); Choon Hui Teo (Amazon); Yesh Dattatreya (Amazon); Vijai Mohan (Amazon); W. Bruce Croft (University of Massachusetts Amherst)
Neural Review Rating Prediction with User and Product Memory
Zhigang Yuan (Electronic Engineering, Tsinghua University); Fangzhao Wu (Microsoft Research Asia, China); Junxin Liu (Electronic Engineering, Tsinghua University); Chuhan Wu (Electronic Engineering, Tsinghua University); Yongfeng Huang (Electronic Engineering, Tsinghua University); Xing Xie (Microsoft Research Asia, China)
Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features
Miao Fan (Baidu Research); Yeqi Bai (Baidu Research); Mingming Sun (Baidu Research); Ping Li (Baidu Research)
Enriching Pre-trained Language Model with Entity Information for Relation Classification
Shanchan Wu (Alibaba Group); Yifan He (Alibaba Group)
Hybrid Deep Pairwise Classification for Author Name Disambiguation
Kunho Kim (The Pennsylvania State University); Shaurya Rohatgi (The Pennsylvania State University); C. Lee Giles (The Pennsylvania State University)
Approximate Definitional Constructs as Lightweight Evidence for Detecting Classes Among Wikipedia Articles
Marius Pasca (Google)
Unsupervised Concept Drift Detection with a Discriminative Classifier
Ömer Gözüaç¿k (Bilkent University); Alican Büyükçak¿r (Bilkent University); Hamed Bonab (University of Massachusetts Amherst); Fazli Can (Bilkent University)
Meta-GNN: On Few-shot Node Classification in Graph Meta-learning
Fan Zhou (University of Electronic Science and Technology of China); Chengtai Cao (University of Electronic Science and Technology of China); Kunpeng Zhang (University of Maryland); Goce Trajcevski (Iowa State University); Ting Zhong (University of Electronic Science and Technology of China); Ji Geng (University of Electronic Science and Technology of China)
Neural Review Summarization Leveraging User and Product Information
Hui Liu (Peking University); Xiaojun Wan (Peking University)
Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning
Jiangnan Xia (Alibaba Group); Chen Wu (Alibaba Group); Ming Yan (Alibaba Group)
Uncover Sexual harassment Patterns by Categorizing Personal Stories with Key Element Extraction
Yingchi Liu (Alibaba Group); Quanzhi Li (Alibaba Group); Xiaozhong Liu (Alibaba group); Qiong Zhang (Alibaba Group); Luo Si (Alibaba Group)
Towards the Gradient Vanishing, Divergence Mismatching and Mode Collapse of Generative Adversarial Nets
Zhaoyu Zhang (University of Science and Technology of China); Changwei Luo (University of Science and Technology of China); Jun Yu (University of Science and Technology of China)
Generating Paraphrase with Topic as Prior Knowledge
Yuanxin Liu (Beijing University of Posts and Telecommunications); Zheng Lin (Institute of Information Engineering, Chinese Academy of Sciences); Fenglin Liu (Peking University)
Yuanxin Liu (Beijing University of Posts and Telecommunications); Zheng Lin (Institute of Information Engineering¿Chinese Academy of Sciences); Fenglin Liu (Peking University)
Kevin Roitero (University of Udine); Andrea Brunello (University of Udine); Julián Urbano (Delft University of Technology); Stefano Mizzaro (University of Udine)
DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis
Song Cheng (University of Science and Technology of China); Qi Liu (University of Science and Technology of China); Enhong Chen (University of Science and Technology of China); Zai Huang (University of Science and Technology of China); Zhenya Huang (University of Science and Technology of China); Yuying Chen (University of Science and Technology of China); Haiping Ma (Iflytek Co.,Ltd); Guoping Hu (Iflytek Co.,Ltd)
Health Card Retrieval for Consumer Health Search: An Empirical Investigation of Methods
Jimmy Jimmy (The University of Queensland); Guido Zuccon (The University of Queensland); Bevan Koopman (CSIRO); Gianluca Demartini (The University of Queensland)
Modeling Sentiment Evolution for Social Incidents
Yunjie Wang (Xiamen University); Hui Li (Xiamen University); Chen Lin (Xiamen University)
Neural Gender Prediction in Microblogging with Emotion-aware User Representation
Chuhan Wu (Tsinghua University); Fangzhao Wu (Microsoft); Tao Qi (Tsinghua University); Junxin Liu (Tsinghua University); Yongfeng Huang (Tsinghua University); Xing Xie (Microsoft)
Ontology-mediated Queries over Probabilistic Data via Probabilistic Logic Programming
Timothy van Bremen (Katholieke Universiteit Leuven); Anton Dries (Katholieke Universiteit Leuven); Jean Christoph Jung (Universität Bremen)
Adversarial Training of Gradient-Boosted Decision Trees
Stefano Calzavara (Ca' Foscari University of Venice); Claudio Lucchese (Ca' Foscari University of Venice); Gabriele Tolomei (University of Padua)
Adversarial Structured Neural Network Pruning
Xingyu Cai (University of Connecticut); Jinfeng Yi (JD AI Research); Fan Zhang (Zhejiang University); Sanguthevar Rajasekaran(University of Connecticut)
Adaptive Feature Redundancy Minimization
Rui Zhang (Arizona State University); Hanghang Tong (Arizona State University); Yifan Hu (Yahoo Labs)
Finding a Maximum Clique in Dense Graphs via Chi^2 Statistics
Sourav Dutta (Eaton); Juho Lauri (Nokia Bell Labs)
On Heavy-user Bias in A/B Testing
Yu Wang (University of California, Berkeley); Somit Gupta (Microsoft); Jiannan Lu (Microsoft); Ali Mahmoudzadeh (Microsoft); Sophia Liu (Microsoft)
Query Embedding Learning for Context-based Social Search
Yi-Chun Chen (National Cheng Kung University); Cheng-Te Li (National Cheng Kung University)
Towards More Usable Dataset Search: From Query Characterization to Snippet Generation
Jinchi Chen (Nanjing University); Xiaxia Wang (Nanjing University); Gong Cheng (Nanjing University); Evgeny Kharlamov (University of Oslo); Yuzhong Qu (Nanjing University)
Towards the Best Co-Located Community Search in Attributed Networks
Jiehuan Luo (SIAT,CAS); Xin Cao (UNSW); Xike Xie (University of Science and Technology of China); Qiang Qu (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences)
Caching Scores for Faster Query Processing with Dynamic Pruning in Search Engines
Erman Yafay (Middle East Technical University); Ismail Sengor Altingovde (Middle East Technical University)
Investigating the Learning Effect in Job Search: A Longitudinal Study
Jiaxin Mao (Tsinghua University); Damiano Spina (RMIT University); Sargol Sadeghi (SEEK Ltd.); Falk Scholer (RMIT University); Mark Sanderson (RMIT University)
Session-based Search Behavior in Naturalistic Settings for Learning-related Tasks
Souvick Ghosh (Rutgers University); Chirag Shah (Rutgers University)
Shared-Nothing Distributed Enumeration of 2-Plexes
Alessio Conte (University of Pisa); Donatella Firmani (Roma Tre University); Maurizio Patrignani (Roma Tre University); Riccardo Torlone (Roma Tre University)
Estimating the Number of Distinct Items in a Database by Sampling
Roel Apfelbaum (Yahoo Research, Haifa, Israel)
Cost-effective Resource Provisioning for Spark Workloads
Yuxing Chen (University of Helsinki); Jiaheng Lu (University of Helsinki); Chen Chen (Huawei Canada Research Center); Mohammad Hoque (University of Helsinki); Sasu Tarkoma (University of Helsinki)
A Sampling-Based System for Approximate Big Data Analysis on Computing Clusters
Salman Salloum (Shenzhen University); Joshua Zhexue Huang (Shenzhen University)
TianGong-ST: A New Dataset with Large-scale Refined Real-world Web Search Sessions
Jia Chen (Tsinghua University); Jiaxin Mao (Tsinghua University); Yiqun Liu (Tsinghua University); Min Zhang (Tsinghua University); Shaoping Ma (Tsinghua University)
Set Reconciliation with Cuckoo Filters
Lailong Luo (National University of Defense Technology); Deke Guo (National University of Defense Technology); Ori Rottenstreich (Technion - Israel Institute of Technology); Richard Ma (National University of Singapore); Xueshan Luo (National University of Defense Technology)
Look Before You Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion
Philipp Christmann (Max Planck Institute for Informatics); Rishiraj Saha Roy (Max Planck Institute for Informatics); Abdalghani Abujabal (Amazon Alexa); Jyotsna Singh (Max Planck Institute for Informatics); Gerhard Weikum (Max Planck Institute for Informatics)
Enhancing Conversational Dialogue Models with Grounded Knowledge
Wen Zheng (University of Nottingham); Ke Zhou (University of Nottingham)
Sequential Cost-Effective Incentive Allocation using Constrained Markov Decision Processes
Shuai Xiao (Ant Financial Services Group); Le Guo (Ant Financial Services Group); Zaifan Jiang (Ant Financial Services Group); Lei Lv (Ant Financial Services Group); Yuanbo Chen (Ant Financial Services Group); Jun Zhu (Ant Financial Services Group); Shuang Yang (Ant Financial Services Group)
MusicBot: Evaluating Critiquing-based Music Recommenders with Conversational Interaction
Yucheng Jin (Lenovo Research); Wanling Cai (Hong Kong Baptist University); Li Chen ( Hong Kong Baptist University); Nyi Nyi Htun (Katholieke Universiteit Leuven); Katrien Verbert (Katholieke Universiteit Leuven)
Augment to Prevent: Synonym Replacement and Generative Data Augmentation in Deep Learning for Hate-Speech Classification
Konstantin Hemker (Imperial College London); Georgios Rizos (Imperial College London); Bjoern Schuller (Imperial College London)
Wide-Ranging Review Manipulation Attacks: Model, Empirical Study, and Countermeasures
Parisa Kaghazgaran (Texas A&M University); Majid Alfifi (Texas A&M University); James Caverlee (Texas A&M University)
ARP: Aspect-aware Neural Review Rating
Prediction Chuhan Wu (Tsinghua University); Fangzhao Wu (Microsoft); Junxin Liu (Tsinghua University); Yongfeng Huang (Tsinghua University); Xing Xie (Microsoft)