Accepted Full Research Papers

  • Incremental and Adaptive Topic Detection over Social Media
    Konstantinos Giannakopoulos and Lei Chen

  • Multi-Query Optimization in Federated RDF Systems
    Peng Peng, Lei Zou and M. Tamer Özsu

  • Free-rider Episode Screening via Dual Partition Model
    Xiang Ao, Yang Liu, Zhen Huang, Luo Zuo and Qing He

  • Exploiting Ranking Consistency Principle in Representation Learning for Location Promotion
    Siyuan Zhang, Yu Rong, Yu Zheng, Hong Cheng and Junzhou Huang

  • Geographical Relevance Model for Long Tail Point-of-Interest Recommendation
    Wei Liu, Zhi-Jie Wang, Bin Yao, Mengdie Nie, Jing Wang, Rui Mao and Jian Yin

  • Scalable Active Constrained Clustering For Temporal Data
    Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen and Anh-Duong Nguyen

  • Learning Dual Preferences with Non-negative Matrix Tri-factorization for Top-N Recommender System
    Xiangsheng Li, Yanghui Rao, Haoran Xie, Yufu Chen, Raymond Y.K. Lau and Fu Lee Wang

  • K-Connected Cores Computation in Large Dual Networks
    Lingxi Yue, Dong Wen, Lizhen Cui, Lu Qin and Yongqing Zheng

  • Efficient Snapshot Isolation in Paxos-Replicated Database Systems
    Jinwei Guo, Peng Cai, Bingo Shaw, Weining Qian and Aoying Zhou

  • Distributed In-memory Analytics for Big Temporal Data
    Bin Yao, Wei Zhang, Zhi-Jie Wang, Zhongpu Chen, Shuo Shang, Kai Zheng and Minyi Guo

  • Restricted Boltzmann Machine Based Active Learning for Sparse Recommendation
    Weiqing Wang, Hongzhi Yin, Zi Huang, Xiaoshuai Sun and Nguyen Quoc Viet Hung

  • Collusion-Resistant Processing of SQL Range Predicates
    Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad Deshpande and Jayant Haritsa

  • Distributed Efficient Provenance-Aware Regular Path Queries on Large RDF Graphs
    Yueqi Xin, Xin Wang, Di Jin and Simiao Wang

  • Graph Clustering with Local Density-Cut
    Junming Shao, Qinli Yang, Zhong Zhang, Jinhu Liu and Stefan Kramer

  • Discovering Graph Patterns for Fact Checking in Knowledge Graphs
    Peng Lin, Qi Song, Jialiang Shen and Yinghui Wu

  • Efficient Complex Social Event-Participant Planning Based on Heuristic Dynamic Programming
    Junchang Xin, Mo Li, Wangzihao Xu, Yizhu Cai and Zhiqiong Wang

  • Fusing Satellite Data and Urban Data for Business Location Selection: A Neural Approach
    Yanan Xu, Yanyan Shen, Yanmin Zhu and Jiadi Yu

  • Discrete Binary Hashing Towards Efficient Fashion Recommendation
    Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen and Zi Huang

  • Proof of Reputation: A Reputation-based Consensus Protocol for Peer-to-Peer Network
    Fangyu Gai, Baosheng Wang, Wenping Deng and Wei Peng

  • External Topological Sorting in Large Graphs
    Zhu Qing, Long Yuan, Fan Zhang, Lu Qin, Xuemin Lin and Wenjie Zhang

  • Secure data aggregation with integrity verification in Wireless Sensor Networks
    Ying Liu, Hui Peng, Yuncheng Wu, Juru Zeng, Hong Chen, Ke Wang, Weiling Lai and Cuiping Li

  • A Scalable Framework for Stylometric Analysis of Multi-author Documents
    Raheem Sarwar, Chenyun Yu, Sarana Nutanong, Norawit Urailertprasert, Nattapol Vannaboot and Thanawin Rakthanmanon

  • MDTK: Bandwidth-saving Framework for Distributed Top-k Similar Trajectory Query
    Zhigang Zhang, Cheqing Jin and Aoying Zhou

  • Source Selection for Inconsistency Detection
    Lingli Li, Xu Feng, Hongyu Shao and Jinbao Li

  • TRQED: Secure and Fast Tree-based Private Range Queries over Encrypted Cloud
    Wei Yang, Yang Xu, Yiwen Nie, Yao Shen and Liusheng Huang

  • Multi-view Proximity Learning for Clustering
    Kun-Yu Lin, Ling Huang, Chang-Dong Wang and Hong-Yang Chao

  • Personalized Prescriptions for Comorbidity
    Lu Wang, Wei Zhang, Xiaofeng He and Hongyuan Zha

  • Exploiting Context Graph Attention for POI Recommendation in Location-based Social Networks
    Siyuan Zhang and Hong Cheng

  • Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective
    Junliang Guo, Linli Xu, Xunpeng Huang and Enhong Chen

  • Sample Location Selection for Efficient Distance-Aware Influence Maximization in Geo-Social Networks
    Ming Zhong, Qian Zeng, Yuanyuan Zhu, Jianxin Li and Tieyun Qian

  • Modeling Travel Behavior Similarity with Trajectory Embedding
    Wenyan Yang, Yan Zhao, Bolong Zheng, Guanfeng Liu and Kai Zheng

  • Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation
    Kangzhi Zhao, Yong Zhang, Zihao Wang, Hongzhi Yin, Xiaofang Zhou, Jin Wang and Chunxiao Xing

  • Finding Nearest Neighbors for All with a Single Graph Traversal
    Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic and Lars Kulik

  • Publishing Graph Node Strength Histogram with Edge Differential Privacy
    Qing Qian, Zhixu Li, Pengpeng Zhao, Wei Chen, Hongzhi Yin and Lei Zhao

  • MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment
    Tianyu Zhu, Qi Liu, Zhenya Huang, Defu Lian, Enhong Chen, Yu Su and Guoping Hu

  • Towards Efficient Path Skyline Computation in Bicriteria Networks
    Dian Ouyang, Long Yuan, Fan Zhang, Lu Qin and Xuemin Lin

  • Identifying Topical Opinion Leaders in Social Community Question Answering
    Tao Zhao, Hong Huang and Xiaoming Fu

  • Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization
    Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang and Junming Shao

  • Incremental Materialized View Maintenance On Distributed Log-Structured Merge-Tree
    Huichao Duan and Huiqi Hu

  • Personalized Geo-Social Group Queries in Location-Based Social Networks
    Yuliang Ma, Ye Yuan and Guoren Wang

  • Multi-Worker-Aware Task Planning in Real-time Spatial Crowdsourcing
    Qian Tao, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen and Ke Xu

  • Efficient and Scalable Mining of Frequent Subgraphs Using Distributed Graph Processing Systems
    Tongtong Wang, Hao Huang, Wei Lu, Zhe Peng and Xiaoyong Du

  • Tracking Dynamic Magnet Communities: Insights from a Network Perspective
    Chang Liao, Yun Xiong, Xiangnan Kong and Yangyong Zhu

  • Factorization Meets Memory Network: Learning to Predict Activity Popularity
    Wen Wang, Wei Zhang and Jun Wang

  • Is a Common Phrase an Entity Mention or Not? Dual Representations for Domain-Specific Named Entity Recognition
    Jiangtao Zhang, Juanzi Li, Xiaoli Li and Yixin Cao

  • PrivTS: Differentially Private Frequent Time-constrained Sequential Pattern Mining
    Yanhui Li, Guoren Wang, Ye Yuan, Xin Cao, Long Yuan and Xuemin Lin

  • Nearest Subspace with Discriminative Regularization for Time Series Classification
    Zhenguo Zhang

  • On the Interaction of Functional and Inclusion Dependencies with Independence Atoms
    Miika Hannula and Sebastian Link

  • Repairing Data Violations with Order Dependencies
    Yu Qiu, Zijing Tan and Weidong Yang

  • Discovering Strong Communities with User Engagement and Tie Strength
    Fan Zhang, Long Yuan, Ying Zhang, Lu Qin, Xuemin Lin and Alexander Zhou

  • SSRW: A Scalable Algorithm for Estimating Graphlet Statistics Based on Random Walk
    Chen Yang, Min Lyu, Yongkun Li, Qianqian Zhao and Yinlong Xu

  • Coverage-Oriented Diversification of Keyword Search Results on Graphs
    Ming Zhong, Ying Wang and Yuanyuan Zhu

  • Exploiting Instance Relationship for Effective Extreme Multi-label Learning
    Feifei Li, Hongyan Liu, Jun He and Xiaoyong Du

  • A Time-aware Path-based Publish/Subscribe Framework
    Mengdi Jia, Yan Zhao, Bolong Zheng, Guanfeng Liu and Kai Zheng

  • MaxBRkNN Queries for Streaming Geo-Data
    Hui Luo, Farhana Choudhury, Zhifeng Bao, Shane Culpepper and Matt Zhang

  • Attributed Network Embedding with Micro-Meso Structure
    Juan-Hui Li, Chang-Dong Wang, Ling Huang, Dong Huang, Jianhuang Lai and Pei Chen

  • Deep Sparse Informative Transfer SoftMax for Cross-Domain Image Classification
    Hanfang Yang and Xiangdong Zhou

  • Patent Quality Valuation with Deep Learning Models
    Hongjie Lin, Dongfang Du, Hao Wang, Han Wu, Biao Chang and Enhong Chen

  • Recognizing Textual Entailment with Attentive Reading and Writing Operations
    Liang Liu, Huan Huo, Xiufeng Liu and Vasile Palade

  • Interpreting Fine-Grained Categories from Natural Language Queries of Entity Search
    Denghao Ma, Yueguo Chen and Xiaoyong Du

  • Answering Why-Not Questions on Structural Graph Clustering
    Chuanyu Zong, Xiufeng Xia, Bin Wang, Xiaochun Yang, Xiangyu Liu, Rui Zhu and Jiajia Li

  • Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification
    Feng Liu, Ruiming Tang, Xutao Li, Yunming Ye, Huifeng Guo and Xiuqiang He

  • Multi-metric Graph Query Performance Prediction
    Keyvan Sasani, Mohammad Hossein Namaki, Yinghui Wu and Assefaw Gebremedhin

  • Interactive Transaction Processing for In-Memory Database System
    Tao Zhu, Donghui Wang, Huiqi Hu, Weining Qian and Aoying Zhou

  • Towards Adaptive Sensory Data Fusion for Detecting Highway Traffic Conditions in Real Time
    Yanling Cui, Beihong Jin, Fusang Zhang and Tingjian Ge

  • iExplore: Accelerating Exploratory Data Analysis by Predicting User Intention
    Zhihui Yang, Jiyang Gong, Chaoying Liu, Yinan Jing, Zhenying He, Kai Zhang and X. Sean Wang

  • Learning the Representation of Medical Features for Clinical Pathway Analysis
    Xiao Xu, Ying Wang, Tao Jin and Jianmin Wang

  • Maximizing Social Influence for the Awareness Threshold Model
    Haiqi Sun, Reynold Cheng, Xiaokui Xiao, Jing Yan, Yudian Zheng and Yuqiu Qian

  • Learning Distribution-Matched Landmarks for Unsupervised Domain Adaptation
    Mengmeng Jing, Jingjing Li, Jidong Zhao and Ke Lu

  • An Efficient Exact Nearest Neighbor Search by Compounded Embedding
    Mingjie Li, Ying Zhang, Yifang Sun, Wei Wang, Ivor W. Tsang and Xuemin Lin

  • A Privacy-Preserving Framework for Subgraph Pattern Matching in Cloud
    Jiuru Gao, Jiajie Xu, Guanfeng Liu, Wei Chen, Hongzhi Yin and Lei Zhao

  • Maximize Spatial Influence of Facility Bundle Considering Reverse k Nearest Neighbors
    Shenlu Wang, Ying Zhang, Xuemin Lin and Muhammad Aamir Cheema

  • Domain supervised Deep Learning Framework for Detecting Chinese Diabetes-Related Topics
    Xinhuan Chen, Yong Zhang and Chunxiao Xing

  • Extracting Label Importance Information for Multi-Label Learning
    Dengbao Wang and Li Li

  • Representation Learning for Large-scale Dynamic Networks
    Yanwei Yu, Huaxiu Yao, Hongjian Wang, Xianfeng Tang and Zhenhui Jessie Li

  • A Road-Aware Neural Network for Multi-step Vehicle Trajectory Predictioin
    Jingze Cui, Xian Zhou, Yanmin Zhu and Yanyan Shen

  • An Adaptive Eviction Framework for Anti-caching Based In-Memory Databases
    Kaixin Huang, Shengan Zheng, Yanyan Shen, Yanmin Zhu and Linpeng Huang

  • Efficient Discovery of Embedded Patterns from Large Attributed Trees
    Xiaoying Wu and Dimitri Theodoratos

  • Functional-Oriented Relationship Strength Estimation: From Online Events to Offline Interactions
    Chang Liao, Yun Xiong, Xiangnan Kong and Yangyong Zhu

  • Improving Short Text Modeling by Two-level Attention Networks for Sentiment Classification
    Yulong Li, Yi Cai, Ho-Fung Leung and Qing Li

  • Index and Retrieve Multimedia Data: Cross-modal Hashing by Learning Subspace Relation
    Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie and Zi Huang

  • Incorporating User Grouping into Retweeting Behavior Modeling
    Jinhai Zhu, Shuai Ma, Chunming Hu, Hui Zhang and Xiong Li

  • Secure Range Query over Encrypted Data in Outsourced Environments
    Ningning Cui, Xiaochun Yang, Leixia Wang, Bin Wang and Jianxin Li

Accepted Short Research Papers

  • Adaptive and Parallel Data Acquisition from Online Big Graphs
    Zidu Yin, Kun Yue, Hao Wu and Yingjie Su

  • Structures or Texts? A Dynamic Gating Method for Expert Finding in CQA Services
    Zhiqiang Liu and Yan Zhang

  • CDSFM: A Circular Distributed SGLD-based Factorization Machines
    Kankan Zhao, Jing Zhang, Liangfu Zhang, Cuiping Li and Hong Chen

  • Direction Recovery in Undirected Social Networks Based on Community Structure and Popularity
    Yi-Ming Wen, Chang-Dong Wang and Kun-Yu Lin

  • Efficient Infrequent Itemset Mining using Depth-first and Top-down Lattice Traversal
    Yifeng Lu, Florian Richter and Thomas Seidl

  • Answering the Why-not Questions of Graph Query Autocompletion
    Guozhong Li, Nathan Ng, Peipei Yi, Zhiwei Zhang, Byron Choi and Sourav S Bhowmick

  • Cooperative Recommendation Algorithm Based on User-portrait Information and Probability Analysis
    Qing Zhu

  • Effective Solution for Labeling Candidates with a Proper Ration for Efficient Crowdsourcing
    Zhao Chen, Peng Cheng, Chen Zhang and Lei Chen

  • Sitcom-stars Oriented Video Advertising via Clothing Retrieval
    Haijun Zhang, Yuzhu Ji, Wang Huang and Linlin Liu

  • Online Subset Topic Modeling for Interactive Documents Exploration
    Linwei Li, Yaobo Wu, Yixiong Ke, Chaoying Liu, Yinan Jing, Zhenying He and Xiaoyang Sean Wang

  • Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping
    Xinghua Wang, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Wenjing Fu and Xiaoguang Hong

  • Low-rank and Sparse Cross-Domain Recommendation Algorithm
    Zhi-Lin Zhao, Ling Huang, Chang-Dong Wang and Dong Huang.

  • Detecting Top-k Active Inter-Community Jumpers in Dynamic Information Networks
    Xinrui Wang, Hong Gao, Jinbao Wang and Jianzhong Li

  • Exploiting Reshaping Subgraphs From Bilateral Propagation Graphs
    Saeid Hosseini, Hongzhi Yin, Ngai-Man Cheung, Kan Pak Leng, Yuval Elovici and Xiaofang Zhou.

  • Classification Learning from Private Data in Heterogeneous Settings
    Yiwen Nie, Shaowei Wang, Wei Yang, Liusheng Huang and Zhenhua Zhao

  • A Parallel Spatial Co-location Pattern Mining Approach Based on Ordered Clique Growth
    Peizhong Yang and Lizhen Wang

  • KAT:Keywords-to-SPARQL Translation over RDF Graphs
    Aaron Jin

  • Efficient Approximate Subsequence Matching Using Hybrid Signatures
    Tao Qiu, Xiaochun Yang, Bin Wang, Yutong Han and Siyao Wang

  • Main Point Generator: Summarizing with a Focus
    Tonglee Chung, Bin Xu, Yongbin Liu and Chunping Ouyang

  • BASSI: Balance and Status Combined Signed Network Embedding
    Yiqi Chen, Tieyun Qian, Ming Zhong and Xuhui Li

  • Handling Unreasonable Data in Negative Surveys
    Dongdong Zhao, Shu Fang, Jianwen Xiang, Jing Tian, Shengwu Xiong, Dong Li and Chunhui Yang

Accepted Industry Track Papers

  • An Industrial-scale System for Heterogeneous Information Card Ranking in Alipay
    Zhiqiang Zhang, Chaochao Chen, Jun Zhou and Xiaolong Li

  • Unpack Local Model Interpretation for GBDT
    Wenjing Fang, Jun Zhou, Xiaolong Li and Kenny Q. Zhu

  • A Twin-buffer Scheme for High-throughput Logging
    Qingzhong Meng, Xuan Zhou, Shan Wang, Huijun Liu, Haiyan Huang and Xiaoli Liu

  • Qualitative Instead of Quantitative: Towards Practical Data Analysis Under Differential Privacy
    Xuanyu Bai, Jianguo Yao, Mingyuan Yuan, Jia Zeng and Haibing Guan

  • Client Churn Prediction with Call Log Analysis
    Nhi N.Y. Vo, Shaowu Liu and Guandong Xu

  • Cost-sensitive Churn Prediction in Fund Management Services
    James Brownlow, Charles Chu, Bin Fu, Guandong Xu, Ben Culbert and Qinxue Meng

Accepted Demo Papers

  • AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins
    Xiaotong Wang, Cheng Jiang, Junhua Fang, and Rong Zhang

  • MusicRoBot: Towards Conversational Context-aware Music Recommender System
    Chunyi Zhou, Yuanyuan Jin

  • Douglas Alves Peixoto, Xiaofang Zhou, Nguyen Quoc Viet Hung, Dan He, and Bela Stantic
    A System for Spatial-Temporal Trajectory Data Integration and Representation

  • A Movie Search System with Natural Language Queries
    Xin Wang, Liang Zhao, Zonghai Li, Jiying Zhong, Lan Yang, Huayi Zhan, Rui Sun, Bin Tan

  • HDUMP: A Data Recovery Tool for Hadoop
    Wei Wang, Qiuhong Li, Zhongsheng Li, Yimin Liu, Fengbin Qi

  • SLIND: Identifying Stable Links in Online Social Networks 
    Ji Zhang, Xiaohui Tao, Leonard Tan

  • EventSys: Tracking Event Evolution on Microblogging Platforms
    Lin Mu, Peiquan Jin, Lizhou Zheng, En-Hong Chen

  • Modeling and Evaluating MID1 ICAL Pipeline on Spark
    Fengbin Qi, Wei Wang, Qiuhong Li, Yimin Liu, Zhongsheng Li