| T1: Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract) |
Yangyang Guo (National University of Singapore)*; Zhiyong Cheng (Shandong Academy of Sciences); Jiazheng Jing (Shandong University); Liqiang Nie (Harbin Institute of Technology (Shenzhen)); Yanpeng Lin (Mercari, Inc.); Meng Wang (Hefei University of Technology) |
| T2: A High-Performance Index for Real-Time Matrix Retrieval |
Zeyi Wen (Hong Kong University of Science and Technology (Guangzhou))*; Mingyu Liang (Cornell University); Bingsheng He (National University of Singapore); Zexin Xia (Shanghai Jiao Tong University) |
| T3: Intention-aware Sequential Recommendation with Structured Intent Transition (Extended Abstract) |
Haoyang Li (Tsinghua University)*; Xin Wang (Tsinghua University); Ziwei Zhang (Tsinghua University); Jianxin Ma (Alibaba Group); Peng Cui (Tsinghua University); Wenwu Zhu (Tsinghua University) |
| T4: Consensus One-step Multi-view Subspace Clustering (Extended abstract) |
Pei Zhang (National University of Defense Technology)*; Xinwang Liu (National University of Defense Technology); Jian Xiong (National University of Defense Technology ); Sihang Zhou (NUDT); Wentao Zhao (National University of Defense Technology ); En Zhu (National University of Defense Technology); Zhiping Cai (NUDT) |
| T5: Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model (Extended Abstract) |
Weichang Wu (Ant Group)*; Junchi Yan (Shanghai Jiao Tong University); Xiaokang Yang (Shanghai Jiao Tong University of China); Hongyuan Zha (GEORGIA TECH) |
| T6: BTWalk: Branching Tree Random Walk for Multi-Order Structured Network Embedding (Extended Abstract) |
Hao Xiong (Shanghai Jiao Tong University)*; Junchi Yan (Shanghai Jiao Tong University) |
| T7: Exploiting Reuse for GPU Subgraph Enumeration (Extended Abstract) |
Wentian Guo (NUS); Yuchen Li (Singapore Management University)*; Kian-Lee Tan (National University of Singapore) |
| T8: CPiX: Real-Time Analytics Over Out-of-Order Data Streams by Incremental Sliding-Window Aggregation |
Savong Bou (University of Tsukuba)*; Toshiyuki AMAGASA (University of Tsukuba); Hiroyuki Kitagawa (University of Tsukuba) |
| T9: Reachability Queries with Label and Substructure Constraints on Knowledge Graphs (Extended abstract) |
Xiaolong Wan (Harbin Institute of Technology)*; Hongzhi Wang (Harbin Institute of Technology) |
| T10: Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning |
Yifan Zhang (National University of Singapore); Peilin Zhao (Tencent AI Lab); Qingyao Wu (South China University of Technology); Bin Li (Wuhan University); Junzhou Huang (University of Texas at Arlington); Mingkui Tan (South China University of Technology)* |
| T11: Collective Decision for Open Set Recognition (Extended Abstract) |
Chuanxing Geng (College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics); Songcan Chen (Nanjing University of Aeronautics and Astronautics)* |
| T12: Multi-task Learning for Recommendation over Heterogeneous Information Network (Extended abstract) |
Hui Li (Xiamen University)*; Yanlin Wang (Sun Yat-sen University); Ziyu Lyu (Chinese Academy of Sciences); Jieming Shi (The Hong Kong Polytechnic University) |
| T13: Role-based Graph Embeddings (Extended Abstract) |
Nesreen Ahmed (Intel Labs)*; Ryan A. Rossi (Adobe Research); John Lee (Facebook Research); Theodore L Willke (Intel Labs); Rong Zhou (Google); Xiangnan Kong (Worcester Polytechnic Institute); Hoda Eldardiry (Virginia Tech) |
| T14: Anomaly Detection in Quasi-Periodic Time Series based on Automatic Data Segmentation and Attentional LSTM-CNN (Extended Abstract) |
Fan Liu (Northwestern Polytechnical University); Xingshe Zhou (Northwestern Polytechnical University); Jinli Cao (La Trobe University); Zhu Wang (Northwestern Polytechnical University)*; Tianben Wang (Northwest A&F University); Hua Wang (Victoria University, Melbourne); Yanchun Zhang (Victoria University) |
| T15: Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark (Extended Abstract) |
Carl Yang (Emory University)*; Yuxin Xiao (MIT); Yu Zhang (University of Illinois at Urbana-Champaign); Yizhou Sun (UCLA); Jiawei Han (UIUC) |
| T16: A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications (Extended abstract) |
Shanjiang Tang (Tianjin University)*; Bingsheng He (National University of Singapore); Ce Yu (Tianjin University); Yusen Li (Nankai University); Kun Li (Tianjin University) |
| T17: Data Representation by Joint Hypergraph Embedding and Sparse Coding |
Guo Zhong (University of Macau); Chi-Man Pun (University of Macau)* |
| T18: Attribute Graph Neural Networks for Strict Cold Start Recommendation (Extended Abstract) |
Tieyun Qian (Wuhan University)*; Yile Liang (Wuhan University); Qing Li (The Hong Kong Polytechnic University); hui xiong (Rutgers University) |
| T19: Object Detection from Point Cloud |
Muhammad Sajid Khan (Wales Institute of Digital Information)* |
| T20: A Review for Weighted MinHash Algorithms (Extended abstract) |
Wei Wu (Central South University)*; Bin Li (Fudan University); Ling Chen (” University of Technology, Sydney, Australia”); Junbin Gao (University of Sydney, Australia); Chengqi Zhang (University of Technology Sydney) |
| T21: Efficient Processing of Group Planning Queries Over Spatial-Social Networks (Extended Abstract) |
Ahmed Al-Baghdadi (Kent State University)*; Gokarna Sharma (Kent State University); Xiang Lian (Kent State University) |
| T22: An Optimal Online Semi-connected PLA Algorithm with Maximum Error Bound (Extended Abstract) |
Huanyu Zhao (NingboTech University); Chaoyi Pang (NingboTech University)*; Ramamohanarao(Rao) Kotagiri (University of Melbourne); Christopher K Pang (University of Queensland); KE DENG (RMIT University); Jian Yang (Macquarie University); Tongliang Li (Hebei Academy of Sciences) |
| T23: Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding |
Thanh Tam Nguyen (Griffith University)*; Chi Thang Duong (Oracle); Hongzhi Yin (The University of Queensland); Matthias Weidlich (Humboldt-Universität zu Berlin); Son T Mai (Queen’s University Belfast); Karl Aberer (EPFL); Quoc Viet Hung Nguyen (Griffith University) |
| T24: A New Belief-Based Incomplete Pattern Unsupervised Classification Method |
Zuowei Zhang (University of Rennes 1)* |
| T25: A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges (Extended Abstract) |
David A Tedjopurnomo (RMIT University)*; Zhifeng Bao (RMIT University); Baihua Zheng (Singapore Management University); Farhana Choudhury (The University of Melbourne); A. K. Qin (Swinburne University of Technology) |
| T26: Achieving Privacy-preserving and Lightweight Truth Discovery in Mobile Crowdsensing (Extended abstract) |
Jianchao Tang (NUDT); Shaojing Fu (National University of Defense Technology); Ximeng Liu (Fuzhou University); Yuchuan Luo (National University of Defense Technology)*; Ming Xu (National University of Defense Technology) |
| T27: A Deep Multi-View Framework for Anomaly Detection on Attributed Networks (Extended Abstract) |
Zhen Peng (School of Computer Science and Technology, Xi’an Jiaotong University)*; Minnan Luo (School of Electronic and Information Engineering, Xi’an Jiaotong University); Jundong Li (University of Virginia); Luguo Xue (MOEKLINNS Lab, Department of Computer Science, Xi’an Jiaotong University, P.R.China); Qinghua Zheng (School of Electronic and Information Engineering, Xi’an Jiaotong University) |
| T28: Short Text Topic Modeling Techniques, Applications, and Performance: A Survey (Extended abstract) |
Jipeng Qiang (Yangzhou University)*; Zhenyu Qian (Yangzhou University); Yun Li (Yangzhou University); Yunhao Yuan (Yangzhou University); Xindong Wu (School of Computer Science and Information Engineering, HeFei University of Technology ) |
| T29: Collaborative List-and-Pairwise Filtering from Implicit Feedback (Extended Abstract) |
Runlong Yu (University of Science and Technology of China)*; Qi Liu (” University of Science and Technology of China, China”); Yuyang Ye (Rutgers Business School); Mingyue Cheng (University of Science and Technology of China); Enhong Chen (University of Science and Technology of China); Jianhui Ma (University of Science and Technology of China) |
| T30: A Survey on Knowledge Graph-Based Recommender Systems (Extended abstract) |
Qingyu Guo (HKUST)*; Fuzhen Zhuang (Institute of Artificial Intelligence, Beihang University); Chuan Qin (Baidu); Hengshu Zhu (Career Science Lab, BOSS Zhipin); Xing Xie (Microsoft Research Asia); Hui Xiong (Rutgers University); Qing He (Institute of Computing Technology, Chinese Academy of Sciences) |
| T31: Few-Shot Named Entity Recognition via Meta-Learning (Extended Abstract) |
Jing Li (Harbin Institute of Technology)*; Billy Chiu (Department of Computing and Decision Sciences, Lingnan University); Shanshan Feng (Harbin Institute of Technology); Hao Wang (Wuhan University) |
| T32: Context-aware Service Recommendation based on Knowledge Graph Embedding (Extended Abstract) |
Haithem Mezni (SMART Lab, ISG de Tunis)*; Djamal Benslimane (University Lyon 1, France); Ladjel Bellatreche (LIAS/ISAE-ENSMA) |
| T33: Lamps: Location-Aware Moving Top-k Pub/Sub (Extended abstract) |
Shunya Nishio (Osaka University)*; Daichi Amagata (Osaka University); Takahiro Hara (Osaka University, Japan) |
| T34: Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM |
Jielei Chu (School of Computing and Artificial Intelligence, Southwest Jiaotong University)*; Hongjun Wang (Southwest Jiaotong University); Jing Liu (School of Business, Sichuan University); Zhiguo Gong (University of Macau); Tianrui Li (School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China) |
| T35: Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract) |
Meng Chen (Shandong University)*; Yan Zhao (Department of Computer Science, Aalborg University); Yang Liu (Wilfrid Laurier University); Xiaohui Yu (York University); Kai Zheng (University of Electronic Science and Technology of China) |
| T36: Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding (Extended Abstract) |
Yang Liu (Institute of Computing Technology，Chinese Academy of Sciences)*; Xiang Ao (Institute of Computing Technology, CAS ); Linfeng Dong (Institute of Computing Technology Chinese Academy of Sciences); Chao Zhang (Georgia Institute of Technology); Jin Wang (Megagon Labs); Qing He (Institute of Computing Technology, Chinese Academy of Sciences) |
| T37: A Survey on Deep Learning for Named Entity Recognition (Extended Abstract) |
Jing Li (Harbin Institute of Technology)*; Aixin Sun (Nanyang Technological University); Jianglei Han (SAP); Chenliang Li (Wuhan University) |
| T38: Data Dependencies Extended for Variety and Veracity: A Family Tree (Extended abstract) |
Shaoxu Song (Tsinghua University); Fei Gao (Tsinghua University); Ruihong Huang (Fujian Normal University)*; Chaokun Wang (Tsinghua University) |
| T39: Modelling High-Order Social Relations for Item Recommendation |
Yang Liu (Sun Yat-sen University); Liang Chen (Sun Yat-sen University)*; Xiangnan He (University of Science and Technology of China); Jiaying Peng (Sun Yat-Sen University); Zibin Zheng (Sun Yat-sen University); Jie Tang (Tsinghua University) |
| T40: Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery (Extended Abstract) |
Lihui Lin (Sun Yat-Sen University ); Yanghui Rao (Sun Yat-sen University)*; Haoran Xie (Lingnan University); Raymond Yiu Keung Lau (City University of Hong Kong, Hong Kong); Jian Yin (Sun Yat-Sen University); Fu Lee Wang (Hong Kong Metropolitan University); Qing Li (The Hong Kong Polytechnic University ) |
| T41: Towards Understanding the Instability of Network Embedding (Extended Abstract) |
Chenxu Wang (Xi’an Jiaotong University)*; Wei Rao (Xi’an Jiaotong University); Wenna Guo (Xi’an Jiaotong University); Pinghui Wang (Xi’an Jiaotong University); Jun Liu (Xi’an Jiaotong University); Xiaohong Guan (Xi’an Jiaotong University) |
| T42: Enabling Time-Centric Computation for Efficient Temporal Graph Traversals From Multiple Sources (Extended abstract) |
Jaewook Byun (Sejong University)* |
| T43: Iterative Refinement for Multi-Source Visual Domain Adaptation |
Hanrui Wu (Jinan University); Yuguang Yan (Guangdong University of Technology); Guosheng Lin (Nanyang Technological University); Min Yang ( Chinese Academy of Sciences); Michael Kwok-Po Ng (The University of Hong Kong); Qingyao Wu (South China University of Technology)* |
| T44: Learning Deep Graph Representations via Convolutional Neural Networks (Extended abstract) |
Wei Ye (Tongji University)*; Omid Askarisichani (Google); Alex Jones (University of California, Santa Barbara); Ambuj K Singh (UCSB) |
| T45: Incorporating User’s Preference into Attributed Graph Clustering (Extended abstract) |
Wei Ye (Tongji University)*; Dominik Mautz (LMU Munich); Christian Böhm (University of Vienna); Ambuj K Singh (UCSB); Claudia Plant (University of Vienna, Austria) |
| T46: Tensor Canonical Correlation Analysis Networks for Multi-view Remote Sensing Scene Recognition (Extended Abstract) |
Xinghao Yang (China University of Petroleum (East China))*; Weifeng Liu (China University of Petroleum (East China)); Wei Liu (University of Technology Sydney) |
| T47: Modeling Product’s Visual and Functional Characteristics for Recommender Systems |
Bin Wu (Zhengzhou University)*; Xiangnan He (University of Science and Technology of China); Yun Chen (Zhengzhou University); Liqiang Nie (Harbin Institute of Technology (Shenzhen)); Kai Zheng (University of Electronic Science and Technology of China); Yangdong Ye (Zhengzhou University) |
| T48: Looking Back on the Past: Active Learning with Historical Evaluation Results (Extended Abstract) |
Jing Yao (Microsoft Research Asia)*; Zhicheng Dou (Renmin University of China); Jian-Yun Nie (Université de Montréal); Ji-Rong Wen (Renmin University of China) |
| T49: DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction (Extended Abstract) |
Jiajing Zhu (University of Electronic Science and Technology of China); Yongguo Liu (University of Electronic Science and Technology of China)*; Chuanbiao Wen (Chengdu University of Traditional Chinese Medicine); Wu Xindong (Mininglamp Academy of Sciences) |
| T50: T-PAIR: Temporal Node-pair Embedding for Automatic Biomedical Hypothesis Generation (Extended abstract) |
Uchenna Akujuobi (Sony AI)*; Michael Spranger (Sony Computer Science Laboratories Inc.); Sucheendra Palaniappan (Systems Biology Institute); Xiangliang Zhang (University of Notre Dame) |
| T51: A Novel Discriminative Dictionary Pair Learning Constrained by Ordinal Locality for Mixed Frequency Data Classification (Extended abstract) |
Hong Yu (Chongqing Key Laboratory of Computational Intelligence; Chongqing University of Posts and Telecommunications)*; Qian Yang (Chongqing Key Laboratory of Computational Intelligence; Chongqing University of Posts and Telecommunications); Guoyin Wang (Chongqing Key Laboratory of Computational Intelligence; Chongqing University of Posts and Telecommunications); Yongfang Xie (School of Automation, Central South University) |
| T52: A Self-play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario (Extended Abstract) |
Huan Rong (Nanjing University of Information Science & Technology)*; Victor S. Sheng (Texas Tech University); Tinghuai Ma (Nanjing University of Information Science and Technology); Yang Zhou (Auburn University); Mznah Al-Rodhaan (King Saud University) |
| T53: Discovering Structural Errors From Business Process Event Logs (Extended Abstract) |
Wei Song (Nanjing University of Science and Technology)*; Zhen Chang (Nanjing University of Science and Technology ); Hans-Arno Jacobsen (University of Toronto); Pengcheng Zhang (Hohai University) |
| T54: Evolutionary Markov Dynamics for Network Community Detection (Extended abstract) |
Chunyu Wang (Southwest University)*; Chao Gao (Southwest University) |
| T55: A Deep Neural Network for Crossing-City POI Recommendations(Extended Abstract) |
Dichao Li (Nanjing University of Information Science & Technology)*; Zhiguo Gong (University of Macau) |
| T56: SoulMate: Short-text author linking through Multi-aspect temporal-textual embedding (Extended Abstract) |
Saeed Najafipour (Iran University of Science and Technology); Saeid Hosseini (University of Queensland)*; Wen Hua (The Hong Kong Polytechnic University); Mohammad reza Kangavari (Iran University of Science and Technology); Xiaofang Zhou (The Hong Kong University of Science and Technology) |
| T57: Discovery of Cross Joins (Extended Abstract) |
Miika Hannula (The University of Helsinki); Zhuoxing Zhang (University of Auckland); Bor-Kuan Song (The University of Auckland); Sebastian Link (University of Auckland)* |
| T58: Transferable Feature Selection for Unsupervised Domain Adaptation |
Yuguang Yan (Guangdong University of Technology)*; Hanrui Wu (Jinan University); Yuzhong Ye (South China University of Technology); Chaoyang Bi (South China University of Technology); Min LU (Tencent); Dapeng Liu (Tencent); Qingyao Wu (South China University of Technology); Michael Kwok-Po Ng (The University of Hong Kong) |
| T59: Enhanced Discrete Multi-modal Hashing: More Constraints yet Less Time to Learn (Extended Abstract) |
Yong Chen (Beijing University of Posts and Telecommunications)*; Hui Zhang (Beihang University); Zhibao Tian (Beihang University); Jun Wang (UCL); Dell Zhang (Thomson Reuters Labs); Xuelong Li (Northwestern Polytechnical University) |
| T60: Privacy-preserving Feature Extraction via Adversarial Training (Extended Abstract) |
Xiaofeng Ding (Huazhong University of Science and Technology)*; Hongbiao Fang (Huazhong University of Science and Technology); Zhilin Zhang (Simon Fraser University); Kim-Kwang Raymond Choo (The University of Texas at San Antonio); Hai Jin (Huazhong University of Science and Technology) |
| T61: Efficient Regular Expression Matching Based on Positional Inverted Index |
Tao Qiu (Shenyang Aerospace University)*; Xiaochun Yang (Northeastern University); Bin Wang (Northeastern University); Wei Wang (Hong Kong University of Science and Technology (Guangzhou)) |
| T62: Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM (Extended abstract) |
Chi Harold Liu (Beijing Institute of Technology)*; Yu Wang (Beijing Institute of Technology ); Chengzhe Piao (University College London); Zipeng Dai (Beijing Institute of Technology); Ye Yuan ( Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Dapeng Wu (University of Florida) |
| T63: Hierarchical Latent Context Representation for Context-Aware Recommendations (Extended Abstract) |
Moshe Unger (Tel-Aviv University)*; Alexander Tuzhilin (New York University, USA) |
| T64: Deep Bayesian Active Learning for Learning to Rank: A Case Study in Answer Selection (Extended Abstract) |
qunbo wang (Institute of Automation, Chinese Academy of Sciences)*; Wenjun Wu (Beihang University); Yuxing Qi (Beihang University); yongchi zhao (BEIHANG university) |
| T65: Mining High Quality Patterns Using Multi-Objective Evolutionary Algorithm (Extended Abstract) |
Wei Fang (Jiangnan University)*; Qiang Zhang (Jiangnan University); Jun Sun (Jiangnan University); Xiao-Jun Wu (Jiangnan University) |
| T66: Efficient Hierarchical Storage Management Empowered by Reinforcement Learning Extended Abstract |
Tianru Zhang (Uppsala University)* |
| T67: Deep Feature-Based Text Clustering and Its Explanation |
Renchu Guan (The Key Laboratory for Symbol Computation and Knowledge Engineering of the Ministry of Education College of Computer Science and Technology, Jilin University); Hao Zhang (Jilin University); Liang Yanchun (Jilin University); Fausto Giunchiglia ( University of Trento); Lan Huang (College of Computer Science and Technology, Jilin University); Xiaoyue Feng (Jilin University)* |
| T68: HAM: Hybrid Associations Models for Sequential Recommendation (Extended abstract) |
Bo Peng (The Ohio State University); Zhiyun Ren (OSU); Srinivasan Parthasarathy (Ohio State University); Xia Ning (Ohio State University)* |
| T69: MMCo-Clus – An Evolutionary Co-clustering Algorithm for Gene Selection (Extended abstract) |
Laizhong Cui (Shenzhen University); Sudipta Acharya (Queen’s university)*; Sumit Mishra (IIIT Guwahati); Yi Pan (Georgia State University ); Joshua Zhexue Huang (Shenzhen University) |
| T70: A High Performance Concurrency Protocol for Smart Contracts of Permissioned Blockchain (Extended abstract) |
Cheqing Jin (East China Normal University); Shuaifeng Pang (East China Normal University); Xiaodong Qi (East China Normal University); Zhao Zhang (East China Normal University)*; Aoying Zhou (East China Normal University ) |
| T71: I/O-Efficient Algorithms for Degeneracy Computation on Massive Networks (Extended Abstract) |
Ronghua Li (Beijing Institute of Technology)*; Qiushuo Song (Shenzhen University); Xiaokui Xiao (National University of Singapore); Lu Qin (UTS); Guoren Wang (Beijing Institute of Technology); Jeffrey Xu Yu (Chinese University of Hong Kong); Rui Mao (Shenzhen University) |
| T72: Social Boosted Recommendation with Folded Bipartite Network Embedding |
Hongxu Chen (Commonwealth Bank of Australia)*; Hongzhi Yin (The University of Queensland); Tong Chen (The University of Queensland); Weiqing Wang (Monash University); Xue Li (University of Queensland); Xia Hu (Rice University) |
| T73: Video Super-Resolution Reconstruction Based on Deep Learning and Spatio-Temporal Feature Self-similarity |
Meiyu Liang (Beijing University of Posts and Telecommunications)*; Junping Du (Beijing University Of Posts And Telecommunications); Linghui Li (Beijing University of Posts and Telecommunications); Zhe Xue (Beijing University of Posts and Telecommunications); Xiaoxiao Wang (Beijing University of Posts and Telecommunications); Feifei Kou (Beijing University of Posts and Telecommunications); Xu Wang (Beijing University of Posts and Telecommunications) |
| T74: Attributed Transition-Based Domain Control Knowledge for Domain-Independent Planning (Extended Abstract) |
Lukas Chrpa (Czech Technical University in Prague)*; Roman Barták (Charles University); Jindřich Vodrážka (Charles University); Marta Vomlelova (Charles University) |
| T75: HyperMinHash: MinHash in LogLog Space (Extended Abstract) |
Yun William Yu (University of Toronto at Scarborough)*; Griffin M. Weber (Harvard Medical School) |
| T76: BrePartition: Optimized High-Dimensional kNN Search with Bregman Distances (Extended Abstract) |
Yang Song (Northeastern University); Yu Gu (Northeastern University); Rui Zhang (www.ruizhang.info); Ge Yu (Northeast University)* |
| T77: Toward Predicting Active Participants in Tweet Streams: A case study on Two Civil Rights Events (Extended abstract) |
Tian-Fang Zhao (Jinan University); Wei-Neng Chen (South China University of Technology)* |
| T78: A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective Classification |
Chao Han (Guangxi University ); Jian Chen (“South China University of Technology, China”); Mingkui Tan (South China University of Technology); Michael Kwok-Po Ng (The University of Hong Kong); Qingyao Wu (South China University of Technology)* |
| T79: Verifying the Correctness of Analytic Query Results (Extended Abstract) |
Masoud Nosrati (Iowa State University)*; Ying Cai (Iowa State University, USA) |
| T80: Efficient Sink-Reachability Analysis via Graph Reduction (Extended Abstract) |
Jens Dietrich (Victoria University of Wellington); Lijun Chang (The University of Sydney)*; Long Qian (Massey University); Lyndon Henry (The University of Sydney); Catherine McCartin (Massey University); Bernhard Scholz (University of Sydney) |
| T81: Adversarial Deep Embedded Clustering: On a better trade-off between Feature Randomness and Feature Drift (Extended abstract) |
Nairouz Mrabah (Université du Québec à Montréal)*; Mohamed Bouguessa (University of Quebec at Montreal); Riadh Ksantini (University of Bahrain) |
| T82: Bipartite Graph based Multi-view Clustering (Extended Abstract) |
Lusi Li (Old Dominion University)*; Haibo He (University of Rhode Island) |
| T83: Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering (Extended abstract) |
Nairouz Mrabah (Université du Québec à Montréal)*; Mohamed Bouguessa (University of Quebec at Montreal); Mohamed Fawzi Touati (Université du Québec à Montréal); Riadh Ksantini (University of Bahrain) |
| T84: Extract Human Mobility Patterns Powered by City Semantic Diagram (Extended Abstract) |
Zhangqing Shan (Fudan University)*; Weiwei Sun (” Fudan University, China”); Baihua Zheng (Singapore Management University) |
| T85: The Node-Similarity Distribution of Complex Networks and Its Applications in Link Prediction (Extended abstract) |
cunlai pu (Nanjing University of Science and Technology); Jie Li (Nanjing University of Science and Technology); Jian Wang (Fudan University)*; Tony Quek (Singapore University of Technology and Design) |
| T86: Evidence Integration for Multi-hop Reading Comprehension with Graph Neural Networks Extended abstract |
Linfeng Song (Tencent)*; Zhiguo Wang (AWS AI Labs); Mo Yu (Tencent); Yue Zhang (Westlake University); Radu Florian (IBM T.J. Watson Research Center); Daniel Gildea (University of Rochester) |
| T87: Database Meets Artificial Intelligence: A Survey (Extended Abstract) |
Xuanhe Zhou (Tsinghua); Chengliang Chai (Tsinghua University); Guoliang Li (Tsinghua University)*; Ji Sun (Tsinghua University) |
| T88: Collaborative Learning for Extremely Low Bit Asymmetric Hashing |
Yadan Luo (The University of Queensland)*; Zi Huang (The University of Queensland); Yang Li (The University of Queensland); Fumin Shen (UESTC); Yang Yang (University of Electronic Science and Technology of China); Peng Cui (Tsinghua University) |
