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
  Zhongsheng Li, Qiuhong Li, Wei Wang, Fengbin Qi, Yimin Liu

• 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
  Zhongsheng Li, Qiuhong Li, Yimin Liu, Wei Wang, Fengbin Qi