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  • Research sessions: dasfaa2021main.slack.com
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  • Other sessions (Keynotes, Panel Discussion, Tutorials, Demo sessions, Industry sessions and PhD Consortium sessions): dasfaa2021other.slack.com

Program Overview


Sunday, Apr. 11, 2021
09:00 – 12:00
(workshop in the morning)
MUST
[ slack channel ]
[ ICAL ]
BDQM
[ slack channel ]
[ ICAL ]
12:00 – 14:00 Lunch
14:00 – 17:00
(workshop in the afternoon)
GDMA
[ slack channel ]
[ ICAL ]
MobiSocial
[ slack channel ]
[ ICAL ]
MLDLDSA
[ slack channel ]
[ ICAL ]


Monday, Apr. 12, 2021
09:00 – 09:30 Main Conference Opening
09:30 – 10:30 Keynote 1
[ slack channel ]
[ ICAL ]
10:30 – 11:00 Coffee Break
11:00 – 12:40 Graph Data 1
Chair: Rajeev Gupta (Microsoft)

[ slack channel ]
[ ICAL ]
Spatial/Temporal Data 1
Chair: Xiang Lian (Kent State University)

[ slack channel ]
[ ICAL ]
Text and Unstructured Data 1
Chair: Sharma Chakravarthy (UT Arlington)

[ slack channel ]
[ ICAL ]
Recommendation 1
Chair: Chih-Hua Tai (National Taipei University)

[ slack channel ]
[ ICAL ]
Emerging Applications 1
Chair: Chih-Ya Shen (National Tsing Hua University)

[ slack channel ]
[ ICAL ]
12:40 – 14:00 Lunch
14:00 – 15:40 Data Mining 1
Chair: Varun Chandola (University at Buffalo)

[ slack channel ]
[ ICAL ]
Machine Learning 1
Chair: Chih-Hang Wang (Academia Sinica)

[ slack channel ]
[ ICAL ]
Tutorial 1-1
[ slack channel ]
[ ICAL ]
Tutorial 2-1
[ slack channel ]
[ ICAL ]
15:40 – 16:00 Coffee Break
16:00 – 17:40 Big Data 1
Chair: Yang Cao (Kyoto University)

[ slack channel ]
[ ICAL ]
Social Network
Chair: Long Yuan (Nangjing University of Science and Technology)

[ slack channel ]
[ ICAL ]
Demo-1
[ slack channel ]
[ ICAL ]
Tutorial 1-2
[ slack channel ]
[ ICAL ]
Tutorial 2-2
[ slack channel ]
[ ICAL ]


Tuesday, Apr. 13, 2021
09:00 – 10:00 Keynote 2
[ slack channel ]
[ ICAL ]
10:00 – 10:30 Coffee Break
10:30 – 12:10 Graph Data 2
Chair: Xiaofei Zhang (University of Memphis)

[ slack channel ]
[ ICAL ]
Spatial/Temporal Data 2
Chair: Shiyu Yang (Guangzhou University)

[ slack channel ]
[ ICAL ]
Text and Unstructured Data 2
Chair: Xuequn Shang (Northwestern Polytechnical University)

[ slack channel ]
[ ICAL ]
Panel Discussion
[ slack channel ]
[ ICAL ]
12:10 – 14:00 Lunch
14:00 – 15:40 Machine Learning 2
Chair: Chuan-Ju Wang (Academia Sinica, Taiwan)

[ slack channel ]
[ ICAL ]
Recommendation 2
Chair: Yi-Ling Chen (National Taiwan University of Science and Technology)

[ slack channel ]
[ ICAL ]
Text and Unstructured Data 3
Chair: Iouliana Litou (Athens University of Economics and Business)

[ slack channel ]
[ ICAL ]
PhD Consortium
[ slack channel ]
[ ICAL ]
Industry-1
[ slack channel ]
[ ICAL ]
15:40 – 16:00 Coffee Break
16:00 – 17:40 Emerging Applications 2
Chair: Zhaojing Luo (National University of Singapore)

[ slack channel ]
[ ICAL ]
Recommendation 3
Chair: Meng-Fen Chiang (The University of Auckland)

[ slack channel ]
[ ICAL ]
Data Mining 2
Chair: Fan Zhang (Guangzhou University)

[ slack channel ]
[ ICAL ]
Demo-2
[ slack channel ]
[ ICAL ]
Industry-2
[ slack channel ]
[ ICAL ]


Wednesday, Apr. 14, 2021
09:00 – 10:00 Keynote 3
[ slack channel ]
[ ICAL ]
10:00 – 10:30 Coffee Break
10:30 – 12:10 Graph Data 3
Chair: Yixiang Fang (The Chinese University of Hong Kong, Shenzhen)

[ slack channel ]
[ ICAL ]
Spatial/Temporal Data 3
Chair: Jianqiu Xu (Nanjing University of Aeronautics and Astronautics)

[ slack channel ]
[ ICAL ]
Recommendation 4
Chair: Jianzhong Qi (The University of Melbourne)

[ slack channel ]
[ ICAL ]
12:10 – 14:00 Lunch
14:00 – 15:40 Text and Unstructured Data 4
Chair: Hong-Han Shuai (National Yang Ming Chiao Tung University)

[ slack channel ]
[ ICAL ]
Spatial/Temporal Data 4
Chair: R. Uday Kiran (The University of Aizu)

[ slack channel ]
[ ICAL ]
Recommendation 5
Chair: Yang Chen (Fudan University)

[ slack channel ]
[ ICAL ]
Tutorial 3-1
[ slack channel ]
[ ICAL ]
Tutorial 4-1
[ slack channel ]
[ ICAL ]
15:40 – 16:00 Coffee Break
16:00 – 17:40 Graph Data 4
Chair: Yingxia Shao (Beijing University of Posts and Telecommunications)

[ slack channel ]
[ ICAL ]
Big Data 2
Chair: Ya-Wen Teng (Academia Sinica)

[ slack channel ]
[ ICAL ]
Query Processing
Chair: Ladjel Bellatreche (ISAE-ENSMA, Poitiers, France)

[ slack channel ]
[ ICAL ]
Tutorial 3-2
[ slack channel ]
[ ICAL ]
Tutorial 4-2
[ slack channel ]
[ ICAL ]


RESEARCH SESSIONS

Research 1: Graph Data 1 [ slack channel ]
Chair: Rajeev Gupta (Microsoft)
Label Contrastive Coding based Graph Neural Network for Graph Classification
Yuxiang Ren (Florida State University)*; Jiyang Bai (Florida State University); Jiawei Zhang (Florida State University)
Which Node Pair and What Status? Asking Expert for Better Network Embedding
Longcan Wu (Northeastern University)*; Daling Wang (Northeastern University); Shi Feng (Northeastern University); Kaisong Song (Alibaba Group); Yifei Zhang (Northeastern University); Ge Yu (Northeastern University)
Keyword-Centric Community Search over Large Heterogeneous Information Networks
Lianpeng Qiao (Northwestern University)*; Zhiwei Zhang (Hong Kong Baptist University); Ye Yuan (Beijing Institute of Technology); Chen Chen (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)
KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph
Yiying Yang (PingAn Life Insurance of China); Xi Yin (Ping An Life Insurance Company of China, Ltd.)*; Haiqin Yang (PingAn Life Insurance of China); Xingjian Fei (PingAn Life Insurance of China); Hao Peng (Beihang University); Kaijie Zhou (Ping An Life Insurance of China); Kunfeng Lai (PingAn Life Insurance of China); Jianping Shen (PingAn Life Insurance of China)
Iterative Reasoning over Knowledge Graph
Liang Xu (East China Normal University); Junjie Yao (East China Normal University)*

Research 2: Spatial/Temporal Data 1 [ slack channel ]
Chair: Xiang Lian (Kent State University)
Online High-cardinality Flow Detection over Big Network Data Stream
Yang Du (Soochow University)*; He Huang (Soochow University); Yue Sun (Soochow University); An Liu (Soochow University); Guoju Gao (Soochow University); Boyu Zhang (Soochow University)
SCSG Attention: A Self-Centered Star Graph with Attention for Pedestrian Trajectory Prediction
Xu Chen (University of Electronic Science and Technology of China)*; Shuncheng Liu (University of Electronic Science and Technology of China); Zhi Xu (University of Electronic Science and Technology of China); Yupeng Diao (University of Electronic Science and Technology of China); Shaozhi Wu (University of Electronic Science and Technology of China); Kai Zheng (University of Electronic Science and Technology of China); Han Su (University of Electronic Science and Technology of China)
Time Period-based Top-k Semantic Trajectory Pattern Query
Munkh-Erdene Yadamjav (RMIT University); Farhana Choudhury (The University of Melbourne); Zhifeng Bao (RMIT University)*; Baihua Zheng (Singapore Management University)
Optimal Sequenced Route Query with POI Preferences
Wenbin Li (Sun Yat-Sen University)*; Huaijie Zhu (Sun Yat-Sen University); Wei Liu (Sun Yat-Sen University); Jian Yin (Sun Yat-Sen University); Jianliang Xu (Hong Kong Baptist University)
Privacy-Preserving Polynomial Evaluation over Spatio-Temporal Data on An Untrusted Cloud Server
Wei Song (Wuhan University)*; Mengfei Tang (Wuhan University); Qiben Yan (Michigan State University); Yuan Shen (Wuhan University); Yang Cao (Kyoto University); Qian Wang (Wuhan University); Zhiyong Peng (Wuhan University, China)

Research 3: Text and Unstructured Data 1 [ slack channel ]
Chair: Sharma Chakravarthy (UT Arlington)
Multi-label Classification of Long Text Based on Key-sentences Extraction
Jiayin Chen (Advanced Institute of Information Technology, Peking University)*; Xiaolong Gong (School of Electronics Engineering and Computer Science, Peking University); Ye Qiu (Peking University); Xi Chen ( Advanced Institute of Information Technology, Peking University); Zhiyi Ma (School of Electronics Engineering and Computer Science, Peking University)
Automated Context-aware Phrase Mining from Text Corpora
Xue Zhang (Renmin University of China)*; Qinghua Li (Information School, Renmin University of China, Beijing, China); Cuiping Li (Renmin University of China); Hong Chen (Renmin University, China)
Keyword-Aware Encoder for Abstractive Text Summarization
Tianxiang Hu (Peking University)*; Jingxi Liang (Peking University); Wei Ye (Peking University); Shikun Zhang (Peking University)
Neural Adversarial Review Summarization with Hierarchical Personalized Attention
Hongyan Xu (TianJin University)*; Hongtao Liu (Tianjin University); Wenjun Wang (Tianjin University); Pengfei Jiao (Tianjin University)
Generating Contextually Coherent Responses by Learning Structured Vectorized Semantics
Yan Wang (Central University of Finance and Economics)*; Yanan Zheng (Tsinghua University); Shimin Jiang (Central University of Finance and Economics); Yucheng Dong (Central University of Finance and Economics); Jessica Chen (School of Computer Science, University of Windsor); David Wang (New Jersey Institute of Technology)

Research 4: Recommendation 1 [ slack channel ]
Chair: Chih-Hua Tai (National Taipei University)
Gated Sequential Recommendation System with Social and Textual Information under Dynamic Contexts
Haoyu Geng (Shanghai Jiao Tong University); Shuodian Yu (Shanghai jiaotong university); Xiaofeng Gao (Shanghai Jiaotong University)*
SRecGAN: Pairwise Adversarial Training for Sequential Recommendation
Guangben Lu (Shanghai Jiao Tong University); Ziheng Zhao (Shanghai Jiao Tong University); Xiaofeng Gao (Shanghai Jiaotong University)*; Guihai Chen (Shanghai Jiao Tong University)
SSRGAN: A Generative Adversarial Network for Streaming Sequential Recommendation
Yao Lv (Soochow University)*; Jiajie Xu (Soochow University); Rui Zhou (Swinburne University of Technology); Junhua Fang (Soochow University); Chengfei Liu (Swinburne University of Technology)
Topological Interpretable Multi-Scale Sequential Recommendation
Tao Yuan (University of Chinese Academy of Sciences)*; Shuzi Niu (Institute of Software, Chinese Academy of Science,China); Huiyuan Li (Institute of Software, Chinese Academy of Sciences)
SANS: Setwise Attentional Neural Similarity Method for Few-shot Recommendation
Zhenghao Zhang (Fudan University)*; Tun Lu (Fudan University); Dongsheng Li (Microsoft Research Asia); Peng Zhang (Fudan University); Hansu Gu (Amazon.com); Ning Gu (Fudan University)

Research 5: Emerging Applications 1 [ slack channel ]
Chair: Chih-Ya Shen (National Tsing Hua University)
PEEP: A Parallel Execution Engine for Permissioned Blockchain Systems
Zhihao Chen (East China Normal University)*; Xiaodong Qi (East China Normal University); Xiaofan Du (East China Normal University); Zhao Zhang (East China Normal University); Cheqing Jin (East China Normal University)
URIM: Utility-Oriented Role-Centric Incentive Mechanism Design for Blockchain-based Crowdsensing
Zheng Xu (Fudan University)*; Chaofan Liu (Fudan University); Peng Zhang (Fudan University); Tun Lu (Fudan University); Ning Gu (Fudan University)
PAS: Enable Partial Consensus in the Blockchain
Zihuan XU (Hong Kong University of Science and Technology)*; Siyuan HAN (Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology)
Redesigning the Sorting Engine for Persistent Memory
Yifan Hua (Shanghai Jiao Tong University)*; Kaixin Huang (Shanghai Jiao Tong University); Shengan Zheng (Shanghai Jiao Tong University); Linpeng Huang (Shanghai Jiao Tong University)
ImputeRNN: Imputing Missing Values in Electronic Medical Records
Jiawei Ouyang (Nankai University); Yuhao Zhang (Nankai University); Xiangrui Cai (Nankai University)*; Ying ZHANG (Nankai Univeristy); Xiaojie Yuan (Nankai Univeristy)

Research 6: Data Mining 1 [ slack channel ]
Chair: Varun Chandola (University at Buffalo)
Consistency- and Inconsistency-aware Multi-view Subspace Clustering
Guangyu Zhang (Sun Yat-sen university); Xiaowei Chen (Sun Yat-sen University); Yuren Zhou (Sun Yat-sen University)*; Chang-Dong Wang (Sun Yat-sen University); Dong Huang (South China Agricultural University)
Discovering Collective Converging Groups of Large Scale Moving Objects in Road Networks
Jinping Jia (Nanjing Normal University)*; Ying Hu (Nanjing Normal University); Bin Zhao (Nanjing Normal University); Genlin Ji (Nanjing Normal University); Richen Liu (NJNU)
Efficient Mining of Outlying Sequential Behavior Patterns
Xu Yifan (Sichuan University); Lei Duan (Sichuan University)*; Guicai Xie (Sichuan University); Min Fu (Sichuan University); Longhai Li (Sichuan University); Jyrki Nummenmaa (Tampere University)
Clustering Mixed-Type Data With Correlation-Preserving Embedding
Luan V Tran (University of Southern California)*; Liyue Fan (UNC Charlotte); Cyrus Shahabi (Computer Science Department. University of Southern California)
Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences For Dynamic Person-Job Fit
Bin Fu (Peking University)*; Hongzhi Liu (Peking University); Yao Zhu (Peking University); Yang Song (BOSS Zhipin NLP Center); Tao Zhang (BOSS ZHIPIN); Zhonghai Wu (Peking University)

Research 7: Machine Learning 1 [ slack channel ]
Chair: Chih-Hang Wang (Academia Sinica)
Partial Modal Conditioned GANs for Multi-modal Multi-label Learning with Arbitrary Modal-missing
Yi Zhang (Nanjing University)*; Jundong Shen (Nanjing University); Zhecheng Zhang (Nanjing University); Chongjun Wang (Nanjing University)
Cross-domain error minimization for unsupervised domain adaptation
Yuntao Du (Nanjing University)*; Yinghao Chen (Nanjing University); Fengli Cui (Nanjing University); Xiaowen Zhang (Nanjing University); Chongjun Wang (Nanjing University)
Unsupervised domain adaptation with unified joint distribution alignment
Yuntao Du (Nanjing University)*; Tan Zhiwen (Nanjing University); Xiaowen Zhang (Nanjing University); Yirong Yao (Nanjing University); Hualei Yu (Nanjing University); Chongjun Wang (Nanjing University)
Relation-aware Alignment Attention Network for Multi-view Multi-label Learning
Yi Zhang (Nanjing University)*; Jundong Shen (Nanjing University); Cheng Yu (Nanjing University); Chongjun Wang (Nanjing University)
BIRL: Bidirectional-Interaction Reinforcement Learning Framework for Joint Relation and Entity Extraction
Yashen Wang (National Engineering Laboratory for Public Safety Risk Perception and Control by Big Data (PSRPC), China Academy of Electronics and Information Technology)*; Huanhuan Zhang (National Engineering Laboratory for Public Safety Risk Perception and Control by Big Data (PSRPC), China Academy of Electronics and Information Technology)


Research 9: Big Data 1 [ slack channel ]
Chair: Yang Cao (Kyoto University)
Learning the Implicit Semantic Representation on Graph-Structured Data
Likang Wu (University of Science and Technology of China)*; Zhi Li (University of Science and Technology of China); Hongke Zhao (Tianjin University); Qi Liu (University of Science and Technology of China, China); Jun Wang (University of Science and Technology of China); Mengdi Zhang (Meituan-Dianping Group); Enhong Chen (University of Science and Technology of China)
Multi-job merging framework and scheduling optimization for Apache Flink
Hangxu Ji (Northeastern University)*; Gang WU (NEU); Yuhai Zhao (Northeastern University); Ye Yuan (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)
CIC-FL: Enabling Class Imbalance-aware Clustered Federated Learning over Shifted Distributions
Xuefeng Liu (Beihang university); ShaoJie Tang (University of Texas at Dallas); JianWei Niu (Beihang university); ZhangMin Huang (Hangzhou Innovation Institute, Beihang University); YaNan Fu (Beihang University)*
vRaft: Accelerating the Distributed Consensus under Virtualized Environments
Yangyang Wang (Renmin University of China)*; YunPeng Chai (Renmin University of China)
Secure and Efficient Certificateless Provable Data Possession for Cloud-Based Data Management Systems
Jing Zhang (Anhui University); Jie Cui (Anhui University)*; Hong Zhong (Anhui University); Chengjie Gu (H3C); Lu Liu (University of Leicester)

Research 10: Social Network [ slack channel ]
Chair: Long Yuan (Nangjing University of Science and Technology)
SCHC: Incorporating Social Contagion and Hashtag Consistency for Topic-oriented Social Summarization
Ruifang He (Tianjin University); huanyu Liu (Tianjin University)*; Liangliang Zhao (Tianjin University)
Image-Enhanced Multi-Modal Representation for Local Topic Detection from Social Media
Junsha Chen (University of Chinese Academy of Sciences)*; Neng Gao (University of Chinese Academy of Sciences); Yifei Zhang (UCAS); Chenyang Tu (University of Chinese Academy of Sciences)
Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization
Shipeng Wang (Shandong University); Daokun Zhang (The University of Sydney); Lizhen Cui (ShanDong University); Xudong Lu (Shandong University); Lei Liu (Shandong University); Qingzhong Li (Shandong University, China)*
A Reinforcement Learning Model for Influence Maximization in Social Networks
Chao Wang (Shanghai Jiaotong University)*; Yiming Liu (Shanghai Jiaotong University); Xiaofeng Gao (Shanghai Jiaotong University); Guihai Chen (Shanghai Jiao Tong University)
A multilevel inference mechanism for user attributes over social networks
Hang Zhang (Tianjin University)*; Yajun Yang (Tianjin University); Xin Wang (Tianjin University); Hong Gao (Harbin Institute of Technology); Qinghua Hu (Tianjin University); Dan Yin (Harbin Engineering University)

Research 11: Graph Data 2 [ slack channel ]
Chair: Xiaofei Zhang (University of Memphis)
Spatial-Temporal Attention Network for Temporal Knowledge Graph Completion
Jiasheng Zhang (University of Electronic Science and Technology of China); Shuang Liang (University of Electronic Science and Technology of China); Zhiyi Deng (University of Electronic Science and Technology of China); Jie Shao (University of Electronic Science and Technology of China)*
Ranking Associative Entities in Knowledge Graph by Graphical Modeling of Frequent Patterns
Jie Li (Yunnan University); Kun Yue (School of Information and Engineering, Yunnan University, Kunming, China)*; Liang Duan (Yunnan University); Jianyu Li (Yunnan University)
A Novel Embedding Model for Knowledge Graph Completion Based on Multi-Task Learning
Jiaheng Dou (Tsinghua University)*; Bing Tian (Tsinghua University); Yong Zhang (Tsinghua University, China); Chunxiao Xing (Tsinghua University)
Gaussian Metric Learning for Few-Shot Uncertain Knowledge Graph Completion
Jiatao Zhang (Southeast University); Tianxing Wu (Southeast University); Guilin Qi (Southeast University)*
Towards Entity Alignment in the Open World: An Unsupervised Approach
Weixin Zeng (National University of Defense Technology)*; Xiang Zhao (National University of Defence Technology); Jiuyang Tang (National University of Defense Technology); Xinyi Li (National University of Defense Technology); Minnan Luo (School of Electronic and Information Engineering, Xi'an Jiaotong University); Qinghua Zheng (Xi'an Jiaotong University)

Research 12: Spatial/Temporal Data 2 [ slack channel ]
Chair: Shiyu Yang (Guangzhou University)
Exploiting Multi-Source Data for Adversarial Driving Style Representation Learning
Zhidan Liu (Shenzhen University)*; Junhong Zheng (Shenzhen University); Zengyang Gong (Hong Kong University of Science and Technology); Haodi Zhang (Shenzhen University); Kaishun Wu (Shenzhen University)
MM-CPred: A Multi-task Predictive Model for Continuous-time Event Sequences with Mixture Learning Losses
Li Lin (Tsinghua University)*; Zan Zong (Tsinghua University); Lijie Wen (Tsinghua University); Chen Qian (Tsinghua University); Shuang Li (Tsinghua University); Jianmin Wang (Tsinghua University, China)
Modeling Dynamic Social Behaviors with Time-Evolving Graphs for User Behavior Predictions
Tianzi Zang (Shanghai Jiao Tong University)*; Yanmin Zhu (Shanghai Jiao Tong University); Chen Gong (SHANGHAI JIAO TONG UNIVERSITY); Haobing Liu (Shanghai Jiao Tong University); Bo Li (Hong Kong University of Science and Technology)
Memory-Efficient Storing of Timestamps for Spatio-Temporal Data Management in Columnar In-Memory Databases
Keven Richly (Hasso Plattner Institute )*
Personalized POI Recommendation: Spatio-Temporal Representation Learning with Social Tie
Shaojie Dai (Ocean University of China); Yanwei Yu (Ocean University of China)*; Hao Fan (Ocean University of China); Junyu Dong (Ocean University of China)

Research 13: Text and Unstructured Data 2 [ slack channel ]
Chair: Xuequn Shang (Northwestern Polytechnical University)
Latent Graph Recurrent Network for Document Ranking
Qian Dong (University of Chinese Academy of Sciences, Beijing, China); Shuzi Niu (Institute of Software, Chinese Academy of Science,China)*
Discriminative Feature Adaptation via Conditional Mean Discrepancy for Cross-domain Text Classification
Bo Zhang (Beihang University); Xiaoming Zhang (Beihang University)*; Yun Liu (Beihang University); Lei Cheng (Shenzhen Research Institute of Big Data)
Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network
Chi Xu (Institute of Computing Technology, CAS); Hao Feng (University of Electronic Science and Technology of China); Guoxin Yu (Institute of Computing Technology, Chinese Academy of Sciences)*; Min Yang (Chinese Academy of Sciences); Xiting Wang (Microsoft Research Asia); yan song (Unknown); Xiang Ao (Institute of Computing Technology, CAS)
Discriminant Mutual Information for Text Feature Selection
Jiaqi Wang (Soochow University); Li Zhang (Soochow University)*
CAT-BERT: A Context-Aware Transferable BERT Model for Multi-Turn Machine Reading Comprehension
Cen Chen (Ant Group); Xinjing Huang (Zhejiang University); Feng Ji (Alibaba Inc.); Chengyu Wang (Alibaba); Minghui Qiu (Alibaba Group); Jun Huang (Alibaba Group); Yin Zhang (Zhejiang University)*

Research 14: Machine Learning 2 [ slack channel ]
Chair: Chuan-Ju Wang (Academia Sinica, Taiwan)
DFILAN: Domain-based Feature Interactions Learning via Attention Networks for CTR Prediction
Yongliang Han (Tianjin University of Technology); Yingyuan Xiao (Tianjin University of Technology)*; Hongya Wang (Donghua University); Wenguang Zheng (Tianjin University of Technology); Ke Zhu (Tianjin University of Technology)
Double Ensemble Soft Transfer Network for Unsupervised Domain adaptation
Manliang Cao (Fudan University)*; Xiangdong Zhou (Fudan University); Lan Lin (Tongji University); Bo Yao (Fudan University)
Attention-based Multimodal Entity Linking with High-Quality Images
Li Zhang (Soochow University)*; Zhixu Li (Soochow University); Qiang Yang (King Abdullah University of Science and Technology)
Learning to Label with Active Learning and Reinforcement Learning
Xiu Tang (Zhejiang University); Sai Wu (Zhejiang Univ)*; Gang Chen (Zhejiang University); Ke Chen (Zhejiang University); Lidan Shou (Zhejiang University)
Entity Resolution with Hybrid Attention-based Networks
Chenchen Sun (Tianjin University of Technology)*; Derong Shen (Northeastern University)

Research 15: Recommendation 2 [ slack channel ]
Chair: Yi-Ling Chen (National Taiwan University of Science and Technology)
Semi-Supervised Factorization Machines for Review-Aware Recommendation
Junheng Huang (Beijing Jiaotong University); Fangyuan Luo (Beijing Jiaotong University); Jun Wu (Beijing Jiaotong University)*
DCAN: Deep Co-Attention Network by Modeling User Preference and News Lifecycle for News Recommendation
Lingkang Meng (Beijing Institute of Technology); Chongyang Shi (Beijing Institute of Technology)*; Shufeng Hao (Taiyuan University of Technology); Xiangrui Su (Beijing Institute of Technology)
Considering Interaction Sequence of Historical Items for Conversational Recommender System
Xintao Tian (Soochow University)*; Yongjing Hao (Soochow University); Pengpeng Zhao (Soochow University); deqing wang (beihang University); Yanchi Liu (Rutgers University); Victor S. Sheng (Texas Tech University)
Knowledge-aware Hypergraph Neural Network for Recommender Systems
Binghao Liu (Soochow University)*; Pengpeng Zhao (Soochow University); Fuzhen Zhuang (Institute of Computing Technology, Chinese Academy of Sciences); Xuefeng Xian (Suzhou Vocational University); Yanchi Liu (Rutgers University); Victor S. Sheng (Texas Tech University)
Personalized Dynamic Knowledge-aware Recommendation with Hybrid Explanations
Hao Sun (University of Electronic Science and Technology of China)*; Zijian Wu (University of Electronic Science and Technology of China); Yue Cui (University of Electronic Science and Technology of China); Liwei Deng (University of Electronic Science and Technology of China); Yan Zhao (Aalborg University); Kai Zheng (University of Electronic Science and Technology of China)

Research 16: Text and Unstructured Data 3 [ slack channel ]
Chair: Iouliana Litou (Athens University of Economics and Business)
Unpaired Multimodal Neural Machine Translation via Reinforcement Learning
Yijun Wang (University of Science and Technology of China); Tianxin Wei (University of Science and Technology of China)*; Qi Liu ( University of Science and Technology of China, China); Enhong Chen (University of Science and Technology of China)
Multimodal Named Entity Recognition with Image Attributes and Image Knowledge
Dawei Chen (Soochow University)*; Zhixu Li (Soochow University); Binbin Gu (UC Irvine); Zhigang Chen (iFLYTEK CO., LTD)
Multi-task Neural Shared Structure Search: A Study based on Text Mining
Jiyi Li (University of Yamanashi)*; Fumiyo Fukumoto (University of Yamanashi)
A Semi-structured Data Classification Model with Integrating Tag Sequence and Ngram
Lijun Zhang (Northwestern Polytechnical University)*; Ning Li (Northwestern Polytechnical University); Wei Pan (Northwestern Polytechnical University); Zhanhuai Li (Northwestern Polytechnical University)
Inferring Deterministic Regular Expression with Unorder and Counting
Xiaofan Wang (State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences)*

Research 17: Emerging Applications 2 [ slack channel ]
Chair: Zhaojing Luo (National University of Singapore)
Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack
Rui Zhang (Tsinghua university)*; Wei Zhang (East China Normal University); Ning LIU (Tsinghua University); Jianyong Wang (Tsinghua University)
A decision support system for heart failure risk prediction based on weighted naive Bayes
Kehui SONG (Nankai University); Shenglong Yu (Nankai Univeristy); Haiwei Zhang (Nankai University)*; Ying ZHANG (Nankai Univeristy); Xiangrui Cai (Nankai University); Xiaojie Yuan (Nankai Univeristy)
Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis
Yichao Du (University of Science and Technology of China); Pengfei Luo (University of Science and Technology of China); Xudong Hong (Institution of Smart City Research (WuHu), University of Science and Technology of China); Tong Xu (University of Science and Technology of China)*; Zhe Zhang (University of Science and Technology of China); Chao Ren (University of Science and Technology of China); Yi Zheng (Huawei Technologies); Enhong Chen (University of Science and Technology of China)
BPTree: An Optimized Index with Batch Persistence on Optane DC PM
Chenchen Huang (East China Normal University)*; Huiqi Hu (East China Normal University); Aoying Zhou (East China Normal University)
An improved dummy generation approach for enhancing user location privacy
Shadaab Siddiqie (International Institute of Information Technology, Hyderabad)*; Anirban Mondal (Ashoka University); Krishna Reddy P (International Institute of Information Technology, Hyderabad)

Research 18: Recommendation 3 [ slack channel ]
Chair: Meng-Fen Chiang (The University of Auckland)
Graph Attention Collaborative Similarity Embedding for Recommender System
Jinbo Song (Institute of Computing Technology, Chinese Academy of Sciences)*; Chao Chang (Kwai Inc.); Fei Sun (Alibaba Group); Zhenyang Chen (Kwai Inc.); Guoyong Hu (Kwai inc.); Peng Jiang (Kwai inc.)
Learning Disentangled User Representation Based on Controllable VAE for Recommendation
Yunyi Li (Soochow University)*; Pengpeng Zhao (Soochow University); deqing wang (beihang University); Xuefeng Xian (Suzhou Vocational University); Yanchi Liu (Rutgers University); Victor S. Sheng (Texas Tech University)
DFCN: An Effective Feature Interactions Learning Model for Recommender Systems
wei yang (University of Chinese Academy of Sciences)*; tianyu hu (University of Chinese Academy of Sciences)
Tell me Where to Go Next: Improving POI Recommendation via Conversation
Changheng Li (Soochow University)*; Yongjing Hao (Soochow University); Pengpeng Zhao (Soochow University); Fuzhen Zhuang (Institute of Computing Technology, Chinese Academy of Sciences); Yanchi Liu (Rutgers University); Victor S. Sheng (Texas Tech University)
MISS: A Multi-user Identification Network for Shared-account Session-aware Recommendation
Xinyu Wen (Shandong University); Zhaohui Peng (Shandong University)*; Shanshan Huang (Juhaokan Technology Co., Ltd.); Senzhang Wang (Nanjing University of Aeronautics and Astronautics); Philip S Yu (UIC)

Research 19: Data Mining 2 [ slack channel ]
Chair: Fan Zhang (Guangzhou University)
A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks
Xiang Wang (National University of Defense Technology); Xiaoyong Li (National University of Defense Technology); Junxing Zhu (National University of Defense Technology)*; Xu Zichen (Nanchang University); Kaijun Ren (National University of Defense Technology); Weiming Zhang (National University of Defense Technology); Xinwang Liu (National University of Defense Technology); Kui Yu (School of Computer and Information, Hefei University of Technology)
AE-UPCP: Seeking Potential Membership Users by Audience Expansion Combining User Preference with Consumption Pattern
Xiaokang Xu (Shandong University); Zhaohui Peng (Shandong University)*; Senzhang Wang (Nanjing University of Aeronautics and Astronautics); Shanshan Huang (Juhaokan Technology Co., Ltd.); Philip S Yu (UIC); Zhenyun Hao (Shandong University); Jian Wang (Shandong University); Xue Wang (Shandong University)
Self Separation and Misseparation Impact Minimization for Open-Set Domain Adaptation
Yuntao Du (Nanjing University)*; Yikang Cao (Nanjing University); Yumeng Zhou (University of Waterloo); Yinghao Chen (Nanjing University); Ruiting Zhang (Nanjing University); Chongjun Wang (Nanjing University)

Research 20: Graph Data 3 [ slack channel ]
Chair: Yixiang Fang (The Chinese University of Hong Kong, Shenzhen)
Sequence Embedding for Zero or Low Resource Knowledge Graph Completion
Zhijuan Du (Inner Mongolia University, Inner Mongolia Discipline Inspection and Supervision Big Data Laboratory)*
HMNet: Hybrid Matching Network for Few-shot Link Prediction
Shan Xiao (Sichuan University); Lei Duan (Sichuan University)*; Guicai Xie (Sichuan University); Renhao Li (Sichuan University); Zihao Chen (Sichuan University); Geng Deng (Sichuan University); Jyrki Nummenmaa (University of Tampere)
OntoCSM: Ontology-Aware Characteristic Set Merging for RDF Type Discovery
Pengkai Liu (Tianjin University); Shunting Cai (Tianjin University); Baozhu Liu (Tianjin University); Xin Wang (Tianjin University)*
EDKT: An Extensible Deep Knowledge Tracing Model for Multiple Learning Factors
Liangliang He (National University of Defense Technology)*; Jintao Tang (National University of Defense Technology); Xiao Li (National University of Defense Technology); Ting Wang (National University of Defense Technology)
Fine-grained Entity Typing via Label Noise Reduction and Data Augmentation
Haoyang Li (Hong Kong University of Science and Technology)*; Xueling Lin (Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology)

Research 21: Spatial/Temporal Data 3 [ slack channel ]
Chair: Jianqiu Xu(Nanjing University of Aeronautics and Astronautics)
Missing POI Check-in Identification Using Generative Adversarial Networks
Meihui Shi (Northeastern University)*; Derong Shen (Northeastern University); Yue Kou (Northeastern University); Tiezheng Nie (Northeastern University); Ge Yu (Northeastern University)
Efficiently Discovering Regions of Interest with User-Defined Score Function
Qiyu Liu (Hong Kong University of Science and Technology)*; Libin Zheng (HKUST); Xiang Lian (Kent State University); Lei Chen (Hong Kong University of Science and Technology)
An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking Platform
Yucen Gao (Shanghai Jiao Tong University); Yuanning Gao (Shanghai Jiao Tong University); Yuhao Li (Shanghai Jiao Tong University); Xiaofeng Gao (Shanghai Jiaotong University)*; Xiang Li (Beijing University of Chemical Technology); Guihai Chen (Shanghai Jiaotong University)
Top-k Closest Pair Queries over Spatial Knowledge Graph
Fangwei Wu (University of Science and Technology of China); Xike Xie (University of Science and Technology of China)*; Jieming Shi (The Hong Kong Polytechnic University)
HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions
Liwei Deng (University of Electronic Science and Technology of China); Xuanhao Chen (University of Electronic Science and Technology of China); Yan Zhao (Aalborg University); Kai Zheng (University of Electronic Science and Technology of China)*

Research 22: Recommendation 4 [ slack channel ]
Chair: Jianzhong Qi (The University of Melbourne)
VizGRank: A Context-Aware Visualization Recommendation Method Based on Inherent Relations Between Visualizations
Qianfeng Gao (Fudan University); Zhenying He (Fudan University)*; Yinan Jing (Fudan University)*; Kai Zhang (Fudan University); X. Sean Wang (Fudan University)*
Deep User Representation Construction Model for Collaborative Filtering
Daomin Ji (School of Computer Science, Wuhan University)*; Zhenglong Xiang (School of Computer and Software, Nanjing University of Information Science and Technology); Yuanxiang Li (School of Computer Science, Wuhan University)
DiCGAN: A Dilated Convolutional Generative Adversarial Network for Recommender Systems
Zhiqiang Guo (School of Computer Science and Technology, Huazhong University of Science and Technology); Chaoyang Wang (School of Computer Science and Technology, Huazhong University of Science and Technology); Jianjun Li (School of Computer Science and Technology, Huazhong University of Science and Technology)*; Guohui Li (School of Computer Science and Technology Huazhong University of Science and Technology); Peng Pan (School of Computer Science and Technology, Huazhong University of Science and Technology)
RE-KGR: Relation-Enhanced Knowledge Graph Reasoning for Recommendation
Ming He (Beijing University of Technology)*; Hanyu Zhang (Beijing University of Technology); Han Wen (Beijing University of Technology)
LGCCF: A Linear Graph Convolutional Collaborative Filtering with Social Influence
Ming He (Beijing University of Technology)*; Han Wen (Beijing University of Technology); Hanyu Zhang (Beijing University of Technology)

Research 23: Text and Unstructured Data 4 [ slack channel ]
Chair: Hong-Han Shuai (National Yang Ming Chiao Tung University)
MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions
Fali Wang (University of Chinese Academy of Sciences; Institute of Information Engineering, Chinese Academy of Sciences); Zheng Lin (iie)*; Zhengxiao Liu (iie); Mingyu Zheng (bnu); Lei Wang (Institute of Information Engineering, Chinese Academy of Sciences); Daren Zha (Institute of Information Engineering, Chinese Academy of Science)
A Diversity-Enhanced and Constraint-Relaxed Augmentation for Low-Resource Classification
Liu Guang (PingAn Life Insurance of China)*; Huang Hailong (PingAn Life Insurance of China); Mao Yuzhao (PingAn Life Insurance of China); Gao Weiguo (PingAn Life Insurance of China); Li Xuan (PingAn Life Insurance of China); Jianping Shen (PingAn Life Insurance of China)
Neural Demographic Prediction in Social Media with Deep Multi-View Multi-Task Learning
Yantong Lai (Institute of Information Engineering, Chinese Academy of Sciences); Yijun Su (JD.com); Cong Xue (Institute of Information Engineering, Chinese Academy of Sciences)*; Daren Zha (Institute of Information Engineering, Chinese Academy of Science)
An Interactive NL2SQL Approach With Reuse Strategy
Xiaxia Wang (ZheJiang University)*; Sai Wu (Zhejiang Univ); Lidan Shou (Zhejiang University); Ke Chen (Zhejiang University)

Research 24: Spatial/Temporal Data 4 [ slack channel ]
Chair: R. Uday Kiran (The University of Aizu)
Incentive-aware Task Location in Spatial Crowdsourcing
Fei Zhu (Soochow University)*; Shushu Liu (Department of Communications and Networking, Aalto University); Junhua Fang (Soochow University); An Liu (Soochow University)
Efficient Trajectory Contact Query Processing
Pingfu Chao (University of Queensland)*; Dan He (University of Queensland); Lei Li (University of Queensland); Mengxuan Zhang (The University of Queensland); Xiaofang Zhou (The Hong Kong University of Science and Technology)
STMG: Spatial-Temporal Mobility Graph for Location Prediction
Xuan Pan (Nankai University); Xiangrui Cai (Nankai University)*; Jiangwei Zhang (National University of Singapore); Yanlong Wen (Nankai University); Ying Zhang (Nankai University); Xiaojie Yuan (Nankai Univeristy)
Shadow: Answering Why-not Questions On Top-k Spatial Keyword Queries Over Moving Objects
Wang Zhang (South-Central University for Nationalities); Yanhong Li (South-Central University for Nationalities)*; Lihchyun Shu (National Cheng Kung University); Changyin Luo (School of Computer,Central China Normal University); Jianjun Li (School of Computer Science and Technology, Huazhong University of Science and Technology)

Research 25: Recommendation 5 [ slack channel ]
Chair: Yang Chen(Fudan University)
Sirius: Sequential Recommendation with Feature Augmented Graph Neural Networks
Xinzhou Dong (Institute of Software, Chinese Academy of Sciences); Beihong Jin (Institute of Software, Chinese Academy of Sciences)*; Wei Zhuo (MX Player); Beibei Li (Institute of Software Chinese Academy of Sciences); Taofeng Xue (Institute of Software Chinese Academy of Sciences)
Combining Meta-path Instances into Graphs for Recommendation
Mingda Qian (Institute of Information Engineering, CAS; School of Cyber Security, UCAS )*; Bo Li (Institute of Information Engineering, Chinese Academy of Sciences); Xiaoyan Gu (Institute of Information Engineering, Chinese Academy of Sciences); Zhuo Wang (Sangfor Inc.); Feifei Dai (School of Cyber Security, University of Chinese Academy of Sciences; Institute of Information Engineering,Chinese Academy of Sciences); Weiping Wang (Institute of Information Engineering, CAS, China)
GCAN: A Group-wise Collaborative Adversarial Networks for Item Recommendation
Xuehan Sun (Shanghai Jiao Tong University)*

Research 26: Graph Data 4 [ slack channel ]
Chair: Yingxia Shao (Beijing University of Posts and Telecommunications)
DMSPool: Dual Multi-Scale Pooling for Graph Representation Learning
Hualei Yu (Nanjing University); Chong Luo (Nanjing University); Yuntao Du (Nanjing University); Hao Cheng (Nanjing University); Meng Cao (Nanjing University); Chongjun Wang(Nanjing University)*
A Parameter-free Approach for Lossless Streaming Graph Summarization
Ziyi Ma (Hunan University)*; Jianye Yang (Hunan University); Kenli Li (Hunan University); Xu Zhou (Hunan university); Yuling Liu (Hunan University); Yikun Hu (Hunan University)
Expanding Semantic Knowledge for Zero-shot Graph Embedding
Zheng Wang (University of Macau)*; Ruihang Shao (University of Science and Technology Beijing); Changping Wang (Kuai shou); Changjun Hu (University of Science & Technology Beijing, China); Chaokun Wang (Tsinghua University); Zhiguo Gong (University of Macau)
A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage
Zehua Hu (Sun Yat-sen University)*; Jiahai Wang (Sun Yat-sen University); Siyuan Chen (Sun Yat-sen University); Xin Du (Sun Yat-sen University)

Research 27: Big Data 2 [ slack channel ]
Chair: Ya-Wen Teng (Academia Sinica)
Dirty-Data Impacts on Regression: an Experimental Evaluation
Zhixin Qi (Harbin Institute of Technology); Hongzhi Wang (Harbin Institute of Technology)*
UniTest: A Univeral Testing Framework for Database Management Systems
Gengyuan Shi (Tsinghua University)*; Chaokun Wang (Tsinghua University); Bingyang Huang (Tsinghua University); Hao Feng (Tsinghua University); Binbin Wang (Tsinghua University)
Towards Generating Hi Fi Databases
Anupam Sanghi (Indian Institute of Science)*; Rajkumar S (Indian Institute of Science); Jayant Haritsa (Indian Institute of Science)
Modelling Entity Integrity for Semi-structured Big Data
Ilya Litvinenko (The University of Auckland); Ziheng Wei (University of Auckland); Sebastian Link (University of Auckland)*

Research 28: Query Processing [ slack channel ]
Chair: Ladjel Bellatreche (ISAE-ENSMA, Poitiers, France)
Accurate Cardinality Estimation of Co-occurring Words Using Suffix Trees
Jens Willkomm (Karlsruhe Institute of Technology (KIT))*; Martin Schäler (Karlsruhe Institute of Technology (KIT)); Klemens Böhm (Karlsruhe Institute of Technology (KIT))
DBL: Efficient Reachability Queries on dynamic Graphs
Qiuyi Lyu (Shandong university); Yuchen Li (Singapore Management University)*; Bingsheng He (National University of Singapore); Bin Gong (Shan Dong University)
Towards Expectation-Maximization by SQL in RDBMS
Kangfei Zhao (The Chinese University of Hong Kong)*; Jeffrey Xu Yu (Chinese University of Hong Kong); Yu Rong (Tencent AI Lab); Ming Liao (The Chinese University of Hong Kong); Junzhou Huang (University of Texas at Arlington)
MLSH: Mixed Hash Function Family for Approximate Nearest Neighbor Search in Multiple Fractional Metrics
Kejing Lu (Hokkaido University)*; Mineichi Kudo (Hokkaido University)

DEMO SESSION

Demo: Demo 1 [ slack channel ]
FedTopK:Top-K Queries Optimization over Federated RDF System
Ningchao Ge (Hunan University); Zheng Qin (Hunan University)*; Peng Peng (Hunan University); Lei Zou (Peking University)
Shopping around: CoSurvey helps you make a wise choice
Qinhui Chen (Software Engineering Institute, East China Normal University, Shanghai, China); Liping Hua (Software Engineering Institute, East China Normal University, Shanghai, China); Junjie Wei (Software Engineering Institute, East China Normal University, Shanghai, China); Hui Zhao (Shanghai Key Laboratory of Trustworthy Computing, Shanghai, China)*; Gang Zhao (Microsoft, China)
SQL-Middleware: Enabling the Blockchain with SQL
Xing Tong (East China Normal University); Haibo Tang (East China Normal University); Nan Jiang (East China Normal University); Wei Fan (East China Normal University); Yichen Gao (East China Normal University); Sijia Deng (East China Normal University); Zhao Zhang (East China Normal University)*; Cheqing Jin (East China Normal University); Yingjie Yang (Ouyeel International Co., Ltd); Gang Qin (Ouyeel International Co., Ltd)
NRCP-Miner: Towards the Discovery of Non-Redundant Co-location Patterns
Xuguang Bao (Guilin University of Electronic Technology)*; Jinjie Lu (Guilin University of Electronic Technology); Tianlong Gu (Guilin University Of Electronic Technology); Liang Chang (Guilin University of Electronic Technology); Wang Lizhen (Yunnan University)

Demo: Demo 2 [ slack channel ]
ARCA: A Tool for Area Calculation based on GPS Data
SuJing Song (Nanjing University of Aeronautics and Astronautics); Jie Sun ( Jiangsu Sea Level Data Technology Co. LTD); Jianqiu Xu (Nanjing University of Aeronautics and Astronautics)*
LSTM Based Sentiment Analysis for Cryptocurrency Prediction
Xin Huang (University of Maryland, Baltimore County)*; Wenbin Zhang (University of Maryland, Baltimore County); Xuejiao Tang (Leibniz University Hannover); Mingli Zhang (McGill University); Jayachander Surbiryala (University of Stavanger); Vasileios Iosifidis (Leibniz University Hannove); Zhen Liu (Guangdong Pharmaceutical University); Ji Zhang (The University of Southern Queensland)
IntRoute: An Integer Programming based Approach for Best Bus Route Discovery
Chang-Wei Sung (National Tsing Hua University); Xinghao Yang (University of Technology Sydney)*; Chung-Shou Liao (National Tsing Hua University); Wei Liu (University of Technology Sydney)
Loupe: A Visualization Tool for High-level Execution Plans in SystemDS
Zhizhen Xu (East China Normal University); Zihao Chen (East China Normal University); Chen Xu (East China Normal University)*

INDUSTRY SESSION

Industry: Industry 1 [ slack channel ]
LinkLouvain: Link-Aware A/B Testing and Its Application on Online Marketing Campaign (Industry Track)
Tianchi Cai (Ant Financial Service Group)*; Daxi Cheng (Ant financial); Chen Liang (Ant Financial Services Group); ziqi liu (Ant Financial Services Group); Lihong Gu (Ant Financial Services Group); Huizhi Xie (Ant Financial Services Group); Zhiqiang Zhang (Ant Group); Xiaodong Zeng (Ant Financial); Jinjie Gu (Ant Financial)
An Enhanced Convolutional Inference Model with Distillation for Retrieval-based QA
Shuangyong Song (Alibaba Group)*; Chao Wang (Alibaba Group); Xiao Pu (Alibaba Group); Zehui Wang (Alibaba Group ); Huan Chen (alibaba)
Graph Attention Networks for New Product Sales Forecasting in E-Commerce
Chuanyu Xu (Alibaba)*; Xiuchong Wang (Alibaba Group); Binbin Hu (Ant Financial Services Group); Da Zhou (Xiamen University); Yu Dong (Alibaba Group); Chengfu Huo (Alibaba Group); Weijun Ren (Alibaba Group)
Constraint-Adaptive Rule Mining in Large Databases
Meng Li (Ant Group)*; Ya-Lin Zhang (Ant Group); Qitao Shi (Ant Group); Xinxing Yang (Ant Group); Qing Cui (Ant Group); longfei li (Ant Financial Services Group); Jun Zhou (Ant Services Group)

Industry: Industry 2 [ slack channel ]
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering
Di Jiang (Baidu Inc.); Yuanfeng Song (The Hong Kong University of Science and Technology)*; Rongzhong Lian (Baidu Inc.); Siqi Bao (Baidu Inc.); Jinhua Peng (Baidu Inc.); Huang He (Baidu Inc.); Hua Wu (Baidu, Inc.); Chen Zhang (Shandong University of Finance and Economics, Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology)
Generating Personalized Titles Incorporating Advertisement Profile (Industrial Track)
Jingbing Wang (Tsinghua-Berkeley Shenzhen Institute, Tsinghua University); Zhuolin Hao (Bytedance Inc.); Minping Zhou (Bytedance Inc.); Jiaze Chen (Bytedance); Hao Zhou (Bytedance); Zhenqiao Song (Bytedance); Jinghao Wang (Bytedance); Jiandong Yang (Bytedance); Shiguang Ni (Shenzhen International Graduate School, Tsinghua University)*
Parasitic Network: Zero-Shot Relation Extraction for Knowledge Graph Populating (Industrial Track)
Shengbin Jia (Tongji University)*; Shijia E (Tencent); Ling Ding (Tongji University); xiaojun chen (Tongji University); LingLing Yao (Tencent); Yang Xiang (Tongji University)
Transportation Recommendation with Fairness Consideration
Ding Zhou (University of Science and Technology of China)*; Hao Liu (Baidu Inc.); Tong Xu (University of Science and Technology of China); Le Zhang (University of Science and Technology of China); Rui Zha (University of Science and Technology of China); Hui Xiong (Rutgers University)

PHD CONSORTIUM

PhD Consortium: PhD Consortium [ slack channel ]
Algorithm Fairness through Data Inclusion, Participation, and Reciprocity
Olalekan J. Akintande (University of Ibadan)
Performance Issues in Scheduling of Real-Time Transactions
Sarvesh Pandey (Madan Mohan Malaviya University of Technology); Udai Shanker (Madan Mohan Malaviya University of Technology)
Semantic Integration of Heterogeneous and Complex Spreadsheet Tables
Sara Bonfitto (Università di Milano)
Abstract Model for Multi-Model Data
Pavel Čontoš (Charles University)
User Preference Translation Model for Next Top-k Items Recommendation with Social Relations
Hao-Shang Ma (National Cheng Kung University); Jen-Wei Huang (National Cheng Kung University)