171 Accepted - Full Papers

A New Approach to Compute CNNs for Extremely Large Images
Sai Wu (Zhejiang University); Mengdan Zhang (Zhejiang University); Gang Chen (Zhejiang University); Ke Chen (Zhejiang University); Lidan Shou (Zhejiang University)
Name Disambiguation in Anonymized Graphs using Network Embedding
Baichuan Zhang (Purdue University ); Mohammad Al Hasan (Indiana University Purdue University Indianapolis )
Scenic Routes Now: Efficiently Solving the Time-Dependent Arc Orienteering Problem
Ying Lu (University of Southern California); Gregor Josse (LMU Munich); Tobias Emrich (LMU Munich); Ugur Demiryurek (University of Southern California); Matthias Renz (George Mason University); Cyrus Shahabi (University of Southern California); Matthias Schubert (LMU Munich)
Extracting Records from the Web Using a Signal Processing Approach
Roberto Panerai Velloso (Universidade Federal de Santa Catarina - UFSC); Carina F. Dorneles (Universidade Federal de Santa Catarina - UFSC)
Select Your Questions Wisely: For Entity Resolution With Crowd Errors
Vijaya Krishna Yalavarthi (Nanyang Technological University); Xiangyu Ke (Nanyang Technological University); Arijit Khan (Nanyang Technological University)
CSI: A Hybrid Deep Model for Fake News
Natali Ruchansky (University of Southern California); Sungyong Seo (University of Southern California); Yan Liu (University of Southern California)
Words are Malleable: Computing Semantic Shifts in Political and Media Discourse
Hosein Azarbonyad (University of Amsterdam); Mostafa Dehghani (University of Amsterdam); Kaspar Beelen (University of Amsterdam); Alexandra Arkut (University of Amsterdam); Maarten Marx (University of Amsterdam); Jaap Kamps (University of Amsterdam)
Efficient Discovery of Ontology Functional Dependencies
Sridevi Baskaran (McMaster University); Alexander Keller (University of Ontario Institute of Technology); Fei Chiang (McMaster University); Lukasz Golab (University of Waterloo); Jaroslaw Szlichta (University of Ontario Institute of Technology)
Interactive Social Recommendation
Xin Wang (Tsinghua University); Steven C.H. Hoi (Singapore Management University); Chenghao Liu (Zhejiang University); Martin Ester (Simon Fraser University); Wenwu Zhu (Tsinghua University); Chun Chen (Zhejiang University)
Incorporating the Latent Link Categories in Relational Topic Modeling
Yuan He (Tongji University); Cheng Wang (Tongji University); Changjun Jiang (Tongji University)
Spreadsheet Property Detection With Rule-assisted Active Learning
Zhe Chen (Two Sigma Investments LP); Sasha Dadiomov (Microsoft Corporation); Richard Wesley (Tableau Software); Gang Xiao (Tableau Software); Daniel Cory (Tableau Software); Michael Cafarella (University of Michigan); Jock Mackinlay (Tableau Software)
FM-Hawkes: A Hawkes Process Based Approach for Modeling Online Activity Correlations
Sha Li (Shanghai Jiao Tong University); Xiaofeng Gao (Shanghai Jiao Tong University); Weiming Bao (Shanghai Jiao Tong University); Guihai Chen (Shanghai Jiao Tong University)
On Migratory Behavior in Video Consumption
Huan Yan (Tsinghua University); Tzu-Heng Lin (Tsinghua University); Gang Wang (Virginia Tech); Yong Li (Tsinghua University); Haitao Zheng (University of Chicago); Depeng Jin (Tsinghua University); Ben Y. Zhao (University of Chicago)
On Embedding Uncertain Graphs
Jiafeng Hu (University of Hong Kong); Reynold Cheng (University of Hong Kong); Zhipeng Huang (University of Hong Kong); Yixang Fang (University of Hong Kong); Siqiang Luo (University of Hong Kong)
FUSION - An Online Method for Multistream Classification
Ahsanul Haque (University of Texas at Dallas); Zhuoyi Wang (University of Texas at Dallas); Swarup Chandra (University of Texas at Dallas); Bo Dong (University of Texas at Dallas); Latifur Khan (University of Texas at Dallas); Kevin W. Hamlen (University of Texas at Dallas)
UFeed: Refining Web Data Integration Based on User Feedback
Ahmed El-Roby (University of Waterloo); Ashraf Aboulnaga (Qatar Computing Research Institute)
ANS-Based Index Compression
Alistair Moffat (University of Melbourne); Matthias Petri (University of Melbourne)
Joint Topic-Semantic-aware Social Recommendation for Online Voting
Hongwei Wang (Shanghai Jiao Tong University & The Hong Kong Polytechnic University); Jia Wang (The Hong Kong Polytechnic University); Miao Zhao (The Hong Kong Polytechnic University); Jiannong Cao (The Hong Kong Polytechnic University); Minyi Guo (Shanghai Jiao Tong University)
A Two-Stage Framework for Computing Entity Relatedness in Wikipedia
Marco Ponza (University of Pisa); Paolo Ferragina (University of Pisa); Soumen Chakrabarti (IIT Bombay)
Crowdsourced Selection on Multi-Attribute Data
Xueping Weng (Tsinghua University); Guoliang Li (Tsinghua University); Huiqi Hu (Tsinghua University); Jianhua Feng (Tsinghua University)
Joint Representation Learning for Top-N Recommendation with Heterogeneous Information Sources
Yongfeng Zhang (University of Massachusetts Amherst); Qingyao Ai (University of Massachusetts Amherst); Xu Chen (Tsinghua University); W. Bruce Croft (University of Massachusetts Amherst)
Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks
Jinfeng Rao (Comcast Applied AI Research Lab & University of Maryland); Ferhan Ture (Comcast Applied AI Research Lab); Hua He (University of Maryland); Oliver Jojic (Comcast Applied AI Research Lab); Jimmy Lin (University of Waterloo)
Destination-aware Task Assignment in Spatial Crowdsourcing
Yan Zhao (Soochow University); Yang Li (Soochow University); Yu Wang (Chinese University of Hong Kong); Bolong Zheng (Wuhan University of Technology); Han Su (University of Electronic Science and Technology of China); Kai Zheng (University of Electronic Science and Technology of China)
Sensitive and Scalable Online Evaluation with Theoretical Guarantees
Harrie Oosterhuis (University of Amsterdam); Maarten de Rijke (University of Amsterdam)
Balancing Speed and Quality in Online Learning to Rank for Information Retrieval
Harrie Oosterhuis (University of Amsterdam); Maarten de Rijke (University of Amsterdam)
Users Are Known by the Company They Keep: Topic Models for Viewpoint Discovery in Social Networks
Thibaut Thonet (IRIT, Université de Toulouse, CNRS); Guillaume Cabanac (IRIT, Université de Toulouse, CNRS); Mohand Boughanem (IRIT, Université de Toulouse, CNRS); Karen Pinel-Sauvagnat (IRIT, Université de Toulouse, CNRS)
Exploiting Spatio-Temporal User Behaviors for User Linkage
Wei Chen (Soochow University); Hongzhi Yin (University of Queensland); Weiqing Wang (University of Queensland); Lei Zhao (Soochow University); Wen Hua (University of Queensland); Xiaofang Zhou (University of Queensland)
Automatic Navbox Generation by Interpretable Clustering over Linked Entities
Chenhao Xie (Fudan University & Shuyan Technology); Lihan Chen (Fudan University); Jiaqing Liang (Fudan University & Shuyan Technology); Kezun Zhang (Fudan University); Yanghua Xiao (Fudan University & Shuyan Technology); Hanghang Tong (Arizona State University); Haixun Wang (Facebook); Wei Wang (Fudan University)
Enhancing the Network Embedding Quality with Structural Similarity
Tianshu Lyu (Peking University); Yuan Zhang (Peking University); Yan Zhang (Peking University)
PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization
Yingfan Liu (Chinese University of Hong Kong); Hong Cheng (Chinese University of Hong Kong); Jiangtao Cui (Xidian University)
A Non-negative Symmetric Encoder-Decoder Approach for Community Detection
Bing-Jie Sun (Chinese Academy of Sciences); Huawei Shen (Chinese Academy of Sciences); Jinhua Gao (Chinese Academy of Sciences); Wentao Ouyang (Chinese Academy of Sciences); Xueqi Cheng (Chinese Academy of Sciences)
Partitioning Orders in Online Shopping Services
Sreenivas Gollapudi (Google); Ravi Kumar (Google); Debmalya Panigrahy (Duke University); Rina Panigrahy (Google)
Community-Based Network Alignment for Large Attributed Network
Zheng Chen (Drexel University); Xinli Yu (Temple University); Bo Song (Drexel University); Jianliang Gao (Drexel University); Xiaohua Hu (Drexel University); Wei-Shih Yang (Temple University)
Attributed Signed Network Embedding
Suhang Wang (Arizona State University); Charu Aggarwal (IBM T. J. Watson Research Center); Jiliang Tang (Michigan State University); Huan Liu (Arizona State University)
Tweet Geolocation: Leveraging Location, User and Peer Signals
Wen-Haw Chong (Singapore Management University); Ee-Peng Lim (Singapore Management University)
Maintaining Densest Subsets Efficiently in Evolving Hypergraphs
Shuguang Hu (University of Hong Kong); Xiaowei Wu (University of Hong Kong); T-H. Hubert Chan (University of Hong Kong)
Predicting Startup Crowdfunding Success through Longitudinal Social Engagement Analysis
Qizhen Zhang (University of Pennsylvania); Tengyuan Ye (University of Pennsylvania); Meryem Essaidi (University of Pennsylvania); Shivani Agarwal (University of Pennsylvania); Vincent Liu (University of Pennsylvania); Boon Thau Loo (University of Pennsylvania)
Multi-view Clustering via Graph Embedding for Connectome Analysis
Guixiang Ma (University of Illinois at Chicago); Lifang He (University of Illinois at Chicago); Chun-Ta Lu (University of Illinois at Chicago); Weixiang Shao (Google Inc); Philip S Yu (University of Illinois at Chicago & Fudan University); Alex D Leow (University of Illinois at Chicago); Ann B Ragin (Northwestern University)
Crowd-enabled Pareto-Optimal Objects Finding Employing Multi-Pairwise-Comparison Questions
Chang Liu (Shandong University); Yinan Zhang (Shandong University); Lei Liu (Shandong University); Lizhen Cui (Shandong University); Dong Yuan (University of Sydney); Chunyan Miao (Nanyang Technological University)
Learning and Transferring Social and Item Visibilities for Personalized Recommendations
Lin Xiao (Tsinghua University); Zhang Min (Tsinghua University); Zhang Yongfeng (University of Massachusetts Amherst); Liu Yiqun (Tsinghua University); Ma Shaoping (Tsinghua University)
Hike: A Hybrid Human-Machine Method for Entity Alignment in Large-Scale Knowledge Bases
Yan Zhuang (Tsinghua University); Guoliang Li (Tsinghua University); Zhuojian Zhong (Tsinghua University); Jianhua Feng (Tsinghua University)
Indexable Bayesian Personalized Ranking for Efficient Top-k Recommendation
Dung D. Le (Singapore Management University); Hady W. Lauw (Singapore Management University)
DeepRank: a New Deep Architecture for Relevance Ranking in Information Retrieval
Liang Pang (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Yanyan Lan (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jiafeng Guo (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jun Xu (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jingfang Xu (Sogou Inc); Xueqi Cheng (Chinese Academy of Sciences & University of Chinese Academy of Sciences)
Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis
Qiang Chen (Tencent); Chenliang Li (Wuhan University); Wenjie Li (The Hong Kong Polytechnic University); Yanxiang He (Wuhan University)
A Study of Main-Memory Hash Joins on Many-core Processor: A Case with Intel Knights Landing Architecture
Xuntao Cheng (Nanyang Technological University); Bingsheng He (National University of Singapore); Xiaoli Du (National University of Defense Technology); Chiew Tong Lau (Nanyang Technological University)
Temporal Analog Retrieval using Transformation Dual Hierarchical Structures
Yating Zhang (RIKEN AIP Center/NAIST); Adam Jatowt (Kyoto University); Katsumi Tanaka (Kyoto University)
Learning Node Embeddings in Interaction Graphs
Yao Zhang (Fudan University ); Yun Xiong (Fudan University); Xiangnan Kong (Worcester Polytechnic Institute); Yangyong Zhu (Fudan University)
Attributed Network Embedding for Learning in a Dynamic Environment
Jundong Li (Arizona State University); Harsh Dani (Arizona State University); Xia Hu (Texas A&M University); Jiliang Tang (Michigan State University); Yi Chang (Huawei Research America); Huan Liu (Arizona State University)
Dual learning for Cross-domain Image Captioning
Wei Zhao (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Wei Xu (Tencent); Min Yang (Chinese Academy of Sciences & Tencent AI Lab); Jianbo Ye (Pennsylvania State University); Zhou Zhao (Zhejiang University); Yabing Feng (Tencent); Yu Qiao (Chinese Academy of Sciences)
QLever: a Query Engine for Efficient SPARQL+Text Search
Hannah Bast (University of Freiburg); Björn Buchhold (University of Freiburg)
Movie Fill in the Blank with Adaptive Temporal Attention and Description Update
Jie Chen (University of Electronic Science and Technology of China); Jie Shao (University of Electronic Science and Technology of China); Fumin Shen (University of Electronic Science and Technology of China); Chengkun He (University of Electronic Science and Technology of China); Lianli Gao (University of Electronic Science and Technology of China); Heng Tao Shen (University of Electronic Science and Technology of China)
Modeling Affinity based Popularity Dynamics
Minkyoung Kim (Commonwealth Scientific and Industrial Research Organisation (CSIRO) & Stanford University ); Daniel A. McFarland (Stanford University); Jure Leskovec (Stanford University)
DiagTree: Diagnostic Tree for Differential Diagnosis
Yejin Kim (POSTECH); Jingyun Choi (POSTECH); Yosep Chong (St. Mary Hospital); Xiaoqian Jiang (University of California, San Diego ); Hwanjo Yu (POSTECH)
Learning Community Embedding with Community Detection and Node Embedding on Graphs
Sandro Cavallari (Nanyang Technological University); Vincent W. Zheng (Advanced Digital Sciences Center); Hongyun Cai (Advanced Digital Sciences Center); Kevin Chen-Chuan Chang (University of Illinois at Urbana-Champaign); Erik Cambria (Nanyang Technological University)
Neural Attentive Session-based Recommendation
Jing Li (Shandong University); Pengjie Ren (Shandong University); Zhumin Chen (Shandong University); Zhaochun Ren (JD.com); Tao Lian (Shandong University); Jun Ma (Shandong University)
Communication-Efficient Distributed Skyline Computation
Haoyu Zhang (Indiana University Bloomington); Qin Zhang (Indiana University Bloomington)
Differentially Private Regression for Discrete-Time Survival Analysis
Thông T. Nguyên (Nanyang Technological University); Siu Cheung Hui (Nanyang Technological University)
Tracking Knowledge Proficiency of Students with Educational Priors
Yuying Chen (University of Science and Technology of China); Qi Liu (University of Science and Technology of China); Zhenya Huang (University of Science and Technology of China); Le Wu (Hefei University of Technology); Enhong Chen (University of Science and Technology of China); Runze Wu (University of Science and Technology of China); Yu Su (Anhui University); Guoping Hu (iFLYTEK Research)
Probabilistic Skyline on Incomplete Data
Kaiqi Zhang (Harbin Institute of Technology); Hong Gao (Harbin Institute of Technology); Xixian Han (Harbin Institute of Technology); Zhipeng Cai (Georgia State University); Jianzhong Li (Harbin Institute of Technology)
Minimizing Dependence between Graphs
Yu Rong (Chinese University of Hong Kong & Tencent AI Lab); Hong Cheng (Chinese University of Hong Kong)
Emotions in Social Networks: Distributions, Patterns, and Models
Shengmin Jin (Syracuse University); Reza Zafarani (Syracuse University)
A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling
Hao Wu (Fudan University); Weiwei Sun (Fudan University); Baihua Zheng (Singapore Management University)
QALink: Enriching Text Documents with Relevant Q&A Site Contents
Yixuan Tang (National University of Singapore); Weilong Huang (National University of Singapore); Qi Liu (National University of Singapore); Anthony K.H. Tung (National University of Singapore); Xiaoli Wang (Xiamen University); Jisong Yang (National University of Singapore); Beibei Zhang (Hong Kong Polytechnic University & National University of Singapore)
Covering the Optimal Time Window over Temporal Database
Bin Cao (Zhejiang University of Technology); Chenyu Hou (Zhejiang University of Technology); Jing Fan (Zhejiang University of Technology)
Dyadic Memory Networks for Aspect-based Sentiment Analysis
Yi Tay (Nanyang Technological University ); Anh Tuan Luu (Agency for Science and Technology Research (A*Star) Singapore ); Siu Cheung Hui (Nanyang Technological University )
Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs
Yi Tay (Nanyang Technological University ); Luu Anh Tuan (Institute for Infocomm Research); Minh C Phan (Nanyang Technological University); Siu Cheung Hui (Nanyang Technological University)
A Fairness-Aware Top-k Algorithm
Meike Zehlike (Technische Universität Berlin); Francesco Bonchi (ISI Foundation); Carlos Castillo (Universitat Pompeu Fabra); Sara Hajian (NTENT); Mohamed Megahed (Technische Universität Berlin); Ricardo Baeza-Yates (Universitat Pompeu Fabra)
Learning Knowledge Embeddings by Combing Limit-based Scoring Loss
Xiaofei Zhou (Institute of Information Engineering, CAS & University of Chinese Academy of Sciences); Qiannan Zhu (Institute of Information Engineering, CAS & University of Chinese Academy of Sciences); Ping Liu (Institute of Information Engineering, CAS & University of Chinese Academy of Sciences); Li Guo (Institute of Information Engineering, CAS & University of Chinese Academy of Sciences)
A Two-step Information Accumulation Strategy for Learning from Highly Imbalanced Data
Bin Liu (Tsinghua University); Min Zhang (Tsinghua University); Weizhi Ma (Tsinghua University); Xin Li (Tsinghua University); Yiqun Liu (Tsinghua University); Shaoping Ma (Tsinghua University)
BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep Neural Network
Daizong Ding (Fudan University); Mi Zhang (Fudan University); Shao-Yuan Li (Nanjing University); Jie Tang (Tsinghua University); Xiaotie Chen (Fudan University); Zhi-Hua Zhou (Nanjing University)
A Topic Model Based on Poisson Decomposition
Haixin Jiang (University of Chinese Academy of Sciences & Fudan University); Rui Zhou (Swinburne University of Technology); Limeng Zhang (University of Chinese Academy of Sciences & Fudan University); Hua Wang (Victoria University ); Yanchun Zhang (Victoria University & Fudan University)
Learning Visual Features from Snapshots for Web Search
Yixing Fan (University of Chinese Academy of Sciences & CAS Key Lab of Network Data Science and Technology); Jiafeng Guo (CAS Key Lab of Network Data Science and Technology); Yanyan Lan (CAS Key Lab of Network Data Science and Technology); Jun Xu (CAS Key Lab of Network Data Science and Technology); Liang Pang (CAS Key Lab of Network Data Science and Technology); Xueqi Cheng (CAS Key Lab of Network Data Science and Technology)
Capturing Feature-Level Irregularity in Disease Progression Modeling
Kaiping Zheng (National University of Singapore); Wei Wang (National University of Singapore); Jinyang Gao (National University of Singapore); Kee Yuan Ngiam (National University Health System); Beng Chin Ooi (National University of Singapore); Wei Luen James Yip (National University Health System)
Tensor Rank Estimation and Completion via CP-based Nuclear Norm
Qiquan Shi (Hong Kong Baptist University); Haiping Lu (University of Sheffield); Yiu-ming Cheung (Hong Kong Baptist University)
Health Forum Recommendation Using an Interest Aware Topic Model
Kishaloy Halder (National University of Singapore); Min-Yen Kan (National University of Singapore); Kazunari Sugiyama (National University of Singapore)
Length Adaptive Recurrent Model for Text Classification
Zhengjie Huang (Sun Yat-sen University); Zi Ye (Sun Yat-sen University); Shuangyin Li (iPIN); Rong Pan (Sun Yat-sen University)
Coupled Sparse Tensor-Matrix Factorization for Response Time Prediction in Logistics Services
Yuqi Wang (Hong Kong Polytechnic University); Jiannong Cao (Hong Kong Polytechnic University); Lifang He (Shenzhen University); Wengen Li (Hong Kong Polytechnic University); Lichao Sun (University of Illinois at Chicago); Philip S. Yu (University of Illinois at Chicago)
Active Learning for Large-Scale Entity Resolution
Kun Qian (IBM Research - Almaden); Lucian Popa (IBM Research - Almaden); Prithviraj Sen (IBM Research - Almaden)
Fast Algorithm of Pareto Optimal Group-based Skyline
Wenhui Yu (Tsinghua University); Zheng Qin (Tsinghua University); Jinfei Liu (Emory University & Georgia Institute of Technology); Li Xiong (Emory University); Xu Chen (Tsinghua University); Huidi Zhang (Tsinghua University)
Building a Dossier on the Cheap: Integrating Distributed Personal Data Resources Under Cost Constraints
Imrul Chowdhury Anindya (University of Texas at Dallas); Harichandan Roy (University of Texas at Dallas); Murat Kantarcioglu (University of Texas at Dallas); Bradley Malin (Vanderbilt University)
Sequence Modeling With Hierarchical Deep Generative Models With Dual Memory
Yanan Zheng (Tsinghua University); Lijie Wen (Tsinghua University); Jianmin Wang (Tsinghua University); Jun Yan (Microsoft Research Asia); Lei Ji (Microsoft Research Asia); Li Lin (Tsinghua University)
HIN2Vec: Explore Meta-paths in Heterogeneous Information Networks for Representation Learning
Tao-yang Fu (Pennsylvania State University); Wang-Chien Lee (Pennsylvania State University); Zhen Lei (Pennsylvania State University)
Understanding Database Performance Inefficiencies in Real-world Web Applications
Cong Yan (University of Washington); Alvin Cheung (University of Washington); Junwen Yang (University of Chicago); Shan Lu (University of Chicago)
Temporally Like-minded User Community Identification through Neural Embeddings
Hossein Fani (University of New Brunswick & Ryerson University); Ebrahim Bagheri (Ryerson Univestiy & Ryerson University); Weichang Du (University of New Brunswick)
MIKE: Keyphrase Extraction by Integrating Multidimensional Information
Yuxiang Zhang (Civil Aviation University of China); Yaocheng Chang (Civil Aviation University of China); Xiaoqing Liu (Civil Aviation University of China); Sujatha Das Gollapalli (A*STAR); Xiaoli Li (A*STAR); Chunjing Xiao (Civil Aviation University of China)
Keyword Search on RDF Graphs --- A Query Graph Assembly Approach
Shuo Han (Peking University); Lei Zou (Peking University); Jeffery Xu Yu (Chinese University of Hong Kong); Dongyan Zhao (Peking University)
Modeling Menu Bundle Designs of Crowdfunding Projects
Yusan Lin (Pennsylvania State University); Peifeng Yin (IBM Almaden Research); Wang-Chien Lee (Pennsylvania State University)
Learning Edge Representations via Low-Rank Asymmetric Projection
Sami Abu-El-Haija (Google Research); Bryan Perozzi (Google Research); Rami Al-Rfou (Google Research)
GPU-Accelerated Graph Clustering via Parallel Label Propagation
Yusuke Kozawa (AIST); Toshiyuki Amagasa (University of Tsukuba); Hiroyuki Kitagawa (University of Tsukuba)
Representation Learning of Large-Scale Knowledge Graphs via Entity Feature Combinations
Zhen Tan (National University of Defense Technology); Xiang Zhao (National University of Defense Technology); Wei Wang (University of New South Wales); Fei Cai (National University of Defense Technology); Chong Zhang (National University of Defense Technology)
CNN-IETS: A CNN-based Probabilistic Approach for Information Extraction by Text Segmentation
Meng Hu (Soochow University); Zhixu Li (Soochow University); Yongxin Shen (Soochow University); An Liu (Soochow University); Guanfeng Liu (Soochow University); Jiajie Xu (Soochow University); Kai Zheng (University of Electronic Science and Technology of China); Xiaofang Zhou (University of Queensland & Soochow University)
NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation
Minh C. Phan (Nanyang Technological University); Aixin Sun (Nanyang Technological University); Yi Tay (Nanyang Technological University); Jialong Han (Nanyang Technological University); Chenliang Li (Wuhan University)
Anomaly Detection in Dynamic Networks using Multi-view Time-Series Hypersphere Learning
Xian Teng (University of Pittsburgh); Yu-Ru Lin (University of Pittsburgh); Xidao Wen (University of Pittsburgh)
Modeling Student Learning Styles in MOOCs
Yuling Shi (Wuhan University); Zhiyong Peng (Wuhan University); Hongning Wang (University of Virginia)
Fully Dynamic Algorithm for Top-k Densest Subgraphs
Muhammad Anis Uddin Nasir (Royal Institute of Technology); Aristides Gionis (Aalto University); Gianmarco De Francisci Morales (Qatar Computing Research Institute); Sarunas Girdzijauskas (Royal Institute of Technology)
MGAE: Marginalized Graph Autoencoder for Graph Clustering
Chun Wang (University of Technology Sydney); Shirui Pan (University of Technology Sydney); Sai-Fu Fung (City University of Hong Kong); Celina Ping Yu (Global Business College of Australia); Xingquan Zhu (Florida Atlantic University); Jing Jiang (University of Technology Sydney)
Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation
Xin Zheng (Nanyang Technological University & SAP Innovation Center Network Singapore ); Aixin Sun (Nanyang Technological University); Sibo Wang (University of Queensland); Jialong Han (Tencent AI Lab)
Interactive Spatial Keyword Querying with Semantics、
Jiabao Sun (Soochow University); Jiajie Xu (Soochow University); Kai Zheng (University of Electronic Science and Technology of China); Chengfei Liu (Swinbourne University of Technology)
Privacy aware temporal profiling of emails in distributed setup
Sutapa Mondal (TCS Research); Manish Shukla (TCS Research); Sachin Lodha (TCS Research)
Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing
Jiyi Li (Kyoto University); Yukino Baba (Kyoto University); Hisashi Kashima (Kyoto University & RIKEN Center for AIP)
Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information
Wonsung Lee (Korea Advanced Institute of Science and Technology); Kyungwoo Song (Korea Advanced Institute of Science and Technology); Il-Chul Moon (Korea Advanced Institute of Science and Technology)
DeepHawkes: Bridging the Gap between Prediction and Understanding of Information Cascades
Qi Cao (Institute of Computing Technology, Chinese Academy of Sciences); Huawei Shen (Institute of Computing Technology, Chinese Academy of Sciences); Keting Cen (Institute of Computing Technology, Chinese Academy of Sciences); Wentao Ouyang (Institute of Computing Technology, Chinese Academy of Sciences); Xueqi Cheng (Institute of Computing Technology, Chinese Academy of Sciences)
BoostVHT: Boosting Distributed Streaming Decision Trees
Theodore Vasiloudis (RISE SICS); Foteini Beligianni (Royal Institute of Technology, KTH); Gianmarco De Francisci Morales (Qatar Computing Research Institute)
From Properties to Links: Deep Network Embedding on Incomplete Graphs
Dejian Yang (Beihang University); Senzhang Wang (Nanjing University of Aeronautics and Astronautics); Chaozhuo Li (Beihang University); Jun Chen (Beihang University ); Xiaoming Zhang (Beihang University ); Zhoujun Li (Beihang University )
Broad Learning based Multi-Source Collaborative Recommendation
Junxing Zhu (National University of Defense Technology); Jiawei Zhang (Florida State University); Lifang He (Shenzhen University); Quanyuan Wu (National University of Defense Technology); Yan Jia (National University of Defense Technology); Bin Zhou (National University of Defense Technology); Chenwei Zhang (University of Illinois at Chicago); Philip S. Yu (University of Illinois at Chicago & Tsinghua University)
Natural Language Question/Answering: Let Users Talk With The Knowledge Graph
Weiguo Zheng (Chinese University of Hong Kong); Hong Cheng (Chinese University of Hong Kong); Lei Zou (Peking University); Jeffrey Xu Yu (Chinese University of Hong Kong); Kangfei Zhao (Chinese University of Hong Kong)
Understanding Engagement through Searching Behaviour
Mengdie Zhuang (University of Sheffield); Gianluca Demartini (University of Queensland & University of Sheffield); Elaine G. Toms (University of Sheffield)
Reply With: Proactive Recommendation of Email Attachments
Christophe Van Gysel (University of Amsterdam); Bhaskar Mitra (Microsoft); Matteo Venanzi (Microsoft); Roy Rosemarin (Microsoft); Grzegorz Kukla (Microsoft); Piotr Grudzien (Microsoft); Nicola Cancedda (Microsoft)
Fast and Accurate Time Series Classification with WEASEL
Patrick Schäfer (Humboldt University of Berlin); Ulf Leser (Humboldt University of Berlin)
Finding periodic discrete events in noisy streams
Abhirup Ghosh (University of Edinburgh); Christopher Lucas (University of Edinburgh); Rik Sarkar (University of Edinburgh)
Construction of a National Scale ENF Map using Online Multimedia Data
Hyunsoo Kim (Korea University); Youngbae Jeon (Korea University); Ji Won Yoon (Korea University)
Active network alignment: a matching-based approach
Eric Malmi (Aalto University); Aristides Gionis (Aalto University); Evimaria Terzi (Boston University)
A Matrix-Vector Recurrent Unit Model for Capturing Compositional Semantics in Phrase Embeddings
Rui Wang (University of Western Australia); Wei Liu (University of Western Australia); Chris McDonald (University of Western Australia)
A Personalised Ranking Framework with Multiple Sampling Criteria for Venue Recommendation
Jarana Manotumruksa (University of Glasgow); Craig Macdonald (University of Glasgow); Iadh Ounis (University of Glasgow)
Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results
Mohamed Ghalwash (IBM T. J. Watson Research Center); Ying Li (IBM T. J. Watson Research Center); Ping Zhang (IBM T. J. Watson Research Center); Jianying Hu (IBM T. J. Watson Research Center)
Outlier Detection in Sparse Data with Factorization Machines
Mengxiao Zhu (Beihang University & Beijing Advanced Innovation Center for Big Data and Brain Computing); Charu C. Aggarwal (IBM T. J. Watson Research Center); Shuai Ma (Beihang University & Beijing Advanced Innovation Center for Big Data and Brain Computing); Hui Zhang (Beihang University & Beijing Advanced Innovation Center for Big Data and Brain Computing); Jinpeng Huai (Beihang University & Beijing Advanced Innovation Center for Big Data and Brain Computing)
Linking News across Multiple Streams for Timeliness Analysis
Ida Mele (Universita' della Svizzera italiana (USI)); Seyed Ali Bahrainian (Universita' della Svizzera italiana (USI)); Fabio Crestani (Universita' della Svizzera italiana (USI))
A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation
Gaurav Singh (University College London); Iain J. Marshall (Kings College London); James Thomas (University College London); John Shawe-Taylor (University College London); Byron C. Wallace (Northeastern University)
Privacy-Preserving collaborative deep learning with application to human activity recognition
Lingjuan Lyu (University of Melbourne); Xuanli He (University of Melbourne); Yee Wei Law (University of South Australia); Marimuthu Palaniswami (University of Melbourne)
To Be Connected, or Not to Be Connected: That is the Minimum Inefficiency Subgraph Problem
Natali Ruchansky (University of Southern California); Francesco Bonchi (ISI Foundation); David Garcia-Soriano (Universidad Pompeu Fabra); Francesco Gullo (UniCredit); Nicolas Kourtellis (Telefonica Research)
Relaxing Graph Pattern Matching With Explanations
Jia Li (Beihang University); Yang Cao (University of Edinburgh & Beihang University); Shuai Ma (Beihang University); Xudong Liu (Beihang University); Jinpeng Huai (Beihang University)
Core Decomposition and Densest Subgraph in Multilayer Networks
Edoardo Galimberti (ISI Foundation & University of Turin); Francesco Bonchi (ISI Foundation); Francesco Gullo (UniCredit)
Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data
Guansong Pang (University of Technology Sydney); Hongzuo Xu (National University of Defense Technology); Longbing Cao (University of Technology Sydney); Wentao Zhao (National University of Defense Technology)
iFACT: An Interactive Framework to Assess Claims from Tweets
Wee Yong Lim (National University of Singapore); Mong Li Lee (National University of Singapore); Wynne Hsu (National University of Singapore)
Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data
Xuchao Zhang (Virginia Tech); Liang Zhao (George Mason University); Arnold P. Boedihardjo (U. S. Army Corps of Engineers); Chang-Tien Lu (Virginia Tech); Naren Ramakrishnan (Virginia Tech)
LARM: A Lifetime Aware Regression Model for Predicting YouTube Video Popularity
Changsha Ma (State University of New York at Buffalo); Zhisheng Yan (Georgia State University); Chang Wen Chen (State University of New York at Buffalo)
From Fingerprint to Footprint: Revealing Physical World Privacy Leakage by Cyberspace Cookie Logs
Huandong Wang (Tsinghua University); Chen Gao (Tsinghua University); Yong Li (Tsinghua University); Zhi-Li Zhang (University of Minnesota); Depeng Jin (Tsinghua University)
Unsupervised Feature Selection with Joint Clustering Analysis
Shuai An (Nankai University); Jun Wang (Nankai University); Jinmao Wei (Nankai University); Zhenglu Yang (Nankai University); Jianhua Ruan (University of Texas at San Antonio)
A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries
Gaurav Baruah (University of Waterloo); Richard McCreadie (University of Glasgow); Jimmy Lin (University of Waterloo)
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra (University College London); Ahmed Hassan Awadallah (Microsoft Research); Milad Shokouhi (Microsoft Inc.); Emine Yilmaz (University College London); Imed Zitouni (Microsoft Inc.); Ahmed El Kholy (Microsoft Inc); Madian Khabsa (Microsoft Reearch)
Budgeted Task Scheduling for Crowdsourced Knowledge Acquisition
Tao Han (Beihang University); Hailong Sun (Beihang University); Yangqiu Song (Hong Kong University of Science and Technology); Zizhe Wang (Beihang University); Xudong Liu (Beihang University)
A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases
Akshay Kansal (Boise State University); Francesca Spezzano (Boise State University)
Highly Efficient Mining of Overlapping Clusters in Signed Weighted Networks
Tuan-Anh Hoang Hoang (Leibniz University of Hanover); Ee-Peng Lim Lim (Singapore Management University)
Interactive Attention-Gated Recurrent Networks for Recommendation
Wenjie Pei (Delft University of Technology); Jie Yang (Delft University of Technology); Zhu Sun (Nanyang Technological University); Jie Zhang (Nanyang Technological University); Alessandro Bozzon (Delft University of Technology); David M.J. Tax (Delft University of Technology)
Region Representation Learning via Mobility Flow
Hongjian Wang (Pennsylvania State University); Zhenhui Li (Pennsylvania State University)
SOPER: Discovering the influence of fashion and the many faces of User from Session logs using Stick Breaking Process
Lucky Dhakad (Flipkart); Mrinal Das (Indian Institute of Technology & University of Massachusetts Amherst); Chiranjib Bhattacharyya (Indian Institute of Science); Samik Datta (Flipkart Internet ); Mihir Kale (Flipkart Internet ); Vivek Mehta (Flipkart Internet )
Nationality Classification using Name Embeddings
Junting Ye (Stony Brook University); Shuchu Han (NEC Labs America); Yifan Hu (Yahoo! Research); Baris Coskun (Amazon AI); Meizhu Liu (Yahoo! Research); Hong Qin (Stony Brook University); Steven Skiena (Stony Brook University)
Building Natural Language Interfaces to Web APIs
Yu Su (University of California Santa Barbara); Ahmed Hassan Awadallah (Microsoft Research); Madian Khabsa (Microsoft Research); Patrick Pantel (Microsoft Research); Michael Gamon (Microsoft Research); Mark Encarnacion (Microsoft Research)
Learning to Attend, Copy, and Generate for Session Based Query Suggestion
Mostafa Dehghani (University of Amsterdam); Sascha Rothe (Google Research); Enrique Alfonseca (Google Research); Pascal Fleury (Google Research)
Regularized and Retrofitted models for Learning Sentence Representation with Context
Tanay Kumar Saha (Indiana University Purdue University Indianapolis); Shafiq Joty (Nanyang Technological University); Naeemul Hassan (University of Mississippi ); Mohammad Al Hasan (Indiana University Purdue University Indianapolis)
Efficient Computation of Subspace Skyline over Categorical Domains
Md Farhadur Rahman (University of Texas at Arlington); Abolfazl Asudeh (University of Texas at Arlington); Nick Koudas (University of Toronto); Gautam Das (University of Texas at Arlington)
Minimizing tension in teams
Behzad Golshan (Recruit Institute of Technology & Boston University); Evimaria Terzi (Boston University)
Discovering Temporal Graph Association Rules
Mohammad Hossein Namaki (Washington State University); Yinghui Wu (Washington State University & Pacific Northwest National Laboratory); Qi Song (Washington State University); Peng Lin (Washington State University); Tingjian Ge (University of Massachusetts)
Active Sampling for Large-scale Information Retrieval Evaluation
Dan Li (University of Amsterdam); Evangelos Kanoulas (University of Amsterdam)
Efficient Document Filtering Using Vector Space Topic Expansion and Pattern-Mining: The Case of Event Detection in Microposts
Julia Proskurnia (École Polytechnique Fédérale de Lausanne ); Ruslan Mavlyutov (University of Fribourg); Carlos Castillo (Universitat Pompeu Fabra); Karl Aberer (École Polytechnique Fédérale de Lausanne ); Philippe Cudré-Mauroux (University of Fribourg)
Forecasting Ad-Impressions on Online Retail Websites using Non-homogeneous Hawkes Processes
Krunal Parmar (Indian Institute of Technology); Samuel Bushi (Indian Institute of Technology); Sourangshu Bhattacharya (Indian Institute of Technology); Surender Kumar (Flipkart)
HoloScope: Topology-and-Spike Aware Fraud Detection
Shenghua Liu (Institute of Computing Technology, Chinese Academy of Sciences & Carnegie Mellon University); Bryan Hooi (Carnegie Mellon University); Christos Faloutsos (Carnegie Mellon University)
Understanding and Predicting Weight Loss with Mobile Social Networking Data
Zhiwei Wang (Michigan State University); Tyler Derr (Michigan State University); Dawei Yin (JD.com); Jiliang Tang (Michigan State University)
Weakly-Guided User Stance Prediction via Joint Modeling of Content and Social Interaction
Rui Dong (Northeastern University); Yizhou Sun (University of California, Los Angeles); Lu Wang (Northeastern University); Yupeng Gu (University of California, Los Angeles); Yuan Zhong (Northeastern University)
An Attention-based Collaboration Framework for Multi-View Network Representation Learning
Meng Qu (University of Illinois at Urbana-Champaign); Jian Tang (HEC Montreal & Montreal Institute of Learning Algorithms); Jingbo Shang (University of Illinois at Urbana-Champaign); Xiang Ren (University of Illinois at Urbana-Champaign); Ming Zhang (Peking University); Jiawei Han (University of Illinois at Urbana-Champaign)
Fine-grained Patient Similarity Measuring using Deep Metric Learning
Jiazhi Ni (Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jie Liu (Institute of Software, Chinese Academy of Sciences); Chenxin Zhang (Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Dan Ye (Institute of Software, Chinese Academy of Sciences); Zhirou Ma (Institute of Software, Chinese Academy of Sciences)
Unsupervised Concept Categorization and Extraction from Scientific Document Titles
Adit Krishnan (University of Illinois at Urbana-Champaign); Aravind Sankar (University of Illinois at Urbana-Champaign); Shi Zhi (University of Illinois at Urbana-Champaign); Jiawei Han (University of Illinois at Urbana-Champaign)
Modeling Temporal-Spatial Correlation for Crime Prediction
Xiangyu Zhao (Michigan State University); Dawei Yin (JD.com); Jiliang Tang (Michigan State University)
Returning is Believing: Optimizing Long-term User Engagement in Recommender Systems
Qingyun Wu (University of Virginia); Hongning Wang (University of Virginia); Liangjie Hong (Etsy Inc.); Yue Shi (Yahoo Research)
BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion
Jiawei Zhang (Florida State University); Limeng Cui (University of Chinese Academy of Sciences); Philip S. Yu (University of Illinois at Chicago); Yuanhua Lv (Microsoft); Yanjie Fu (University of Missouri at Rolla)
Detecting Multiple Periods and Periodic Patterns in Event Time Sequences
Quan Yuan (University of Illinois at Urbana-Champaign); Jingbo Shang (University of Illinois at Urbana-Champaign); Xin Cao (University of New South Wales); Chao Zhang (University of Illinois at Urbana-Champaign); Xinhe Geng (University of Illinois at Urbana-Champaign); Jiawei Han (University of Illinois at Urbana-Champaign)
Fast Word Recognition for Noise channel-based Models in Scenarios with Noise Specific Domain Knowledge
Marco Cristo (Federal University of Amazonas); Raíza Hanada (University of Sao Paulo); André Carvalho (Federal University of Amazonas); Fernando Anglada Lores (Federal University of Amazonas); Maria da Graça C. Pimentel (University of Sao Paulo)
Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks
Chenguang Wang (IBM Research-Almaden); Yangqiu Song (Hong Kong University of Science and Technology); Haoran Li (Peking University); Yizhou Sun (University of California, Los Angeles); Ming Zhang (Peking University); Jiawei Han (University of Illinois at Urbana-Champaign)
Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing
Chao Li (University of Queensland); Yang Yang (University of Electronic Science and Technology of China); Jiewei Cao (University of Queensland); Zi Huang (University of Queensland)
Deep-Learning Based Forecasting of Critical Infrastructure Data
Zahra Zohrevand (Simon Fraser University); Uwe Glässer (Simon Fraser University); Mohammad A. Tayebi (Simon Fraser University); Hamed Yaghoubi Shahir (Simon Fraser University); Mehdi Shirmaleki (Simon Fraser University); Amir Yaghoubi Shahir (Simon Fraser University)
Similarity-based Distant Supervision for Definition Sentence Retrieval
Jiepu Jiang (University of Massachusetts Amherst); James Allan (University of Massachusetts Amherst)
Adaptive Persistence for Search Effectiveness Measures
Jiepu Jiang (University of Massachusetts Amherst); James Allan (University of Massachusetts Amherst)
Recommendation with Capacity Constraints
Konstantina Christakopoulou (University of Minnesota); Jaya Kawale (Netflix); Arindam Banerjee (University of Minnesota)
Does That Mean You're Happy?
Kyle Williams (Microsoft); Imed Zitouni (Microsoft)
A Deep Recurrent Collaborative Filtering Framework for Venue Recommendation
Jarana Manotumruksa (University of Glasgow); Craig Macdonald (University of Glasgow); Iadh Ounis (University of Glasgow)
Aspect-level Sentiment Classification with HEAT (Hierarchical Attention) Network
Jiajun Cheng (National University of Defense Technology); Shenglin Zhao (Chinese University of Hong Kong); Jiani Zhang (Chinese University of Hong Kong); Irwin King (Chinese University of Hong Kong); Xin Zhang (National University of Defense Technology); Hui Wang (National University of Defense Technology)
Scaling Probabilistic Temporal Query Evaluation
Melisachew Wudage Chekol (University of Mannheim); Heiner Stuckenschmidt (University of Mannheim)
Sybil Defense in Crowdsourcing Platforms
Dong Yuan (Tsinghua University); Guoliang Li (Tsinghua University); Qi Li (Tsinghua University); Yudian Zheng (University of Hong Kong)
Learning to Un-Rank: Quantifying Search Exposure for Users in Online Communities
Asia J. Biega (Max Planck Institute for Informatics); Azin Ghazimatin (Max Planck Institute for Informatics); Hakan Ferhatosmanoglu (University of Warwick); Krishna P. Gummadi (Max Planck Institute for Software Systems); Gerhard Weikum (Max Planck Institute for Informatics)
Taxonomy Induction using Hypernym Subsequences
Amit Gupta (École Polytechnique Fédérale de Lausanne ); Rémi Lebret (École Polytechnique Fédérale de Lausanne ); Hamza Harkous (École Polytechnique Fédérale de Lausanne ); Karl Aberer (École Polytechnique Fédérale de Lausanne )
Stream Aggregation Through Order Sampling
Nick Duffield (Texas A&M University); Yunhong Xu (Texas A&M University); Liangzhen Xia (Texas A&M University); Nesreen K. Ahmed (Intel Labs); Minlan Yu (Yale University)