Table of Contents

• EPARS: Early Prediction of At-Risk Students with Online and Offline Learning BehaviorsYu Yang, Zhiyuan Wen, Jiannong Cao 0001, Jiaxing Shen, Hongzhi Yin, Xiaofang Zhou 0001. 3-19 [doi]
• MRMRP: Multi-source Review-Based Model for Rating PredictionXiaochen Wang, Tingsong Xiao, Jie Tang 0005, Deqiang Ouyang, Jie Shao. 20-35 [doi]
• Discovering Real-Time Reachable Area Using Trajectory ConnectionsRuiyuan Li, Jie Bao 0003, Huajun He, Sijie Ruan, Tianfu He, Liang Hong, Zhongyuan Jiang, Yu Zheng 0004. 36-53 [doi]
• Few-Shot Human Activity Recognition on Noisy Wearable Sensor DataShizhuo Deng, Wen-hua, Botao Wang, Guoren Wang, Xiaofang Zhou. 54-72 [doi]
• Adversarial Generation of Target Review for Rating PredictionHuilin Yu, Tieyun Qian, Yile Liang, Bing Liu. 73-89 [doi]
• Hybrid Attention Based Neural Architecture for Text Semantics Similarity MeasurementKaixin Liu, Yong Zhang 0002, Chunxiao Xing. 90-106 [doi]
• Instance Explainable Multi-instance Learning for ROI of Various DataXu Zhao, Zihao Wang, Yong Zhang 0002, Chunxiao Xing. 107-124 [doi]
• Anomaly Detection in High-Dimensional Data Based on Autoregressive FlowYanwei Yu, Peng Lv, Xiangrong Tong, Junyu Dong. 125-140 [doi]
• Fine-Grained Entity Typing for Relation-Sparsity EntitiesLei Niu, Binbin Gu, Zhixu Li, Wei Chen, Ying He 0010, Zhaoyin Zhang, Zhigang Chen. 141-157 [doi]
• Progressive Term Frequency Analysis on Large Text CollectionsYazhong Zhang, Hanbing Zhang, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang. 158-174 [doi]
• Learning a Cost-Effective Strategy on Incomplete Medical DataMengxiao Zhu, Haogang Zhu. 175-191 [doi]
• Bus Frequency Optimization: When Waiting Time Matters in User SatisfactionSongsong Mo, Zhifeng Bao, Baihua Zheng, Zhiyong Peng. 192-208 [doi]
• Incorporating Boundary and Category Feature for Nested Named Entity RecognitionJin Cao, Guohua Wang, Canguang Li, Haopeng Ren, Yi Cai, Raymond Chi-Wing Wong, Qing Li 0001. 209-226 [doi]
• Incorporating Concept Information into Term Weighting Schemes for Topic ModelsHuakui Zhang, Yi Cai, Bingshan Zhu, Changmeng Zheng, Kai Yang, Raymond Chi-Wing Wong, Qing Li 0001. 227-244 [doi]
• How to Generate Reasonable Texts with Controlled AttributesYanan Zheng, Yan Wang, Lijie Wen, Jianmin Wang 0001. 245-262 [doi]
• Keep You from Leaving: Churn Prediction in Online GamesAngyu Zheng, Liang Chen 0001, Fenfang Xie, Jianrong Tao, Changjie Fan, Zibin Zheng. 263-279 [doi]
• Point-of-Interest Demand Discovery Using Semantic TrajectoriesYing Jin, Guojie Ma, Shiyu Yang, Long Yuan. 280-296 [doi]
• Learning from Heterogeneous Student Behaviors for Multiple Prediction TasksHaobing Liu, Yanmin Zhu, Yanan Xu. 297-313 [doi]
• A General Early-Stopping Module for Crowdsourced RankingCaihua Shan, Leong Hou U, Nikos Mamoulis, Reynold Cheng, Xiang Li 0067. 314-330 [doi]
• Guaranteed Delivery of Advertisements to Targeted Audiences Under Deduplication and Frequency Capping ConstraintsAbhay Gupta, Ayush Bhatnagar, Aditya Ramana Rachakonda, Ravindra Chittapur. 331-346 [doi]
• Efficient Parallel Cycle Search in Large GraphsZhu Qing, Long Yuan, Zi-chen, Jingjing Lin, Guojie Ma. 349-367 [doi]
• Cross-Graph Representation Learning for Unsupervised Graph AlignmentWeifan Wang 0004, Minnan Luo, Caixia Yan, Meng Wang, Xiang Zhao, Qinghua Zheng. 368-384 [doi]
• Predicting Hospital Readmission Using Graph Representation Learning Based on Patient and Disease Bipartite GraphZhiqi Liu, LiZhen Cui, Wei Guo, Wei He, Hui Li, Jun Gao. 385-397 [doi]
• Aspect-Level Attributed Network Embedding via Variational Graph Neural NetworksHengliang Wang, Kedian Mu. 398-414 [doi]
• Semantic Region Retrieval from Spatial RDF DataDingming Wu 0001, Can Hou, Erjia Xiao, Christian S. Jensen. 415-431 [doi]
• RE-GCN: Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge GraphsJinzhu Yang, Wei Zhou 0019, Lingwei Wei, Junyu Lin, Jizhong Han, Songlin Hu. 432-447 [doi]
• Efficient Graph Hierarchical Decomposition with User Engagement and Tie StrengthMaryam Ghafouri, Kai Wang 0037, Fan Zhang 0036, Ying Zhang 0001, Xuemin Lin 0001. 448-465 [doi]
• Role-Oriented Graph Auto-encoder Guided by Structural InformationXuan Guo, Wang Zhang, Wenjun Wang, Yang Yu, YingHui Wang, Pengfei Jiao. 466-481 [doi]
• Dynamic Graph Repartitioning: From Single Vertex to Vertex GroupHe Li, Hang Yuan, Jianbin Huang, JiangTao Cui, Jaesoo Yoo. 482-497 [doi]
• Modeling Heterogeneous Edges to Represent Networks with Graph Auto-EncoderLu Wang, Yu Song, Hong Huang 0001, Fanghua Ye, Xuanhua Shi, Hai Jin 0001. 498-515 [doi]
• AOT: Pushing the Efficiency Boundary of Main-Memory Triangle ListingMichael Yu, Lu Qin, Ying Zhang 0001, Wenjie Zhang 0001, Xuemin Lin 0001. 516-533 [doi]
• Efficient Closeness Centrality Computation for Dynamic GraphsZhenzhen Shao, Na Guo, Yu Gu 0002, Zhigang Wang, Fangfang Li, Ge Yu 0001. 534-550 [doi]
• sf RDF: A Graph-Based Approach Towards Efficient SPARQL Query AnsweringXi Wang, Qianzhen Zhang, Deke Guo, Xiang Zhao 0002, Jianye Yang. 551-568 [doi]
• Efficient Closest Community Search over Large GraphsMingshen Cai, Lijun Chang. 569-587 [doi]
• PDKE: An Efficient Distributed Embedding Framework for Large Knowledge GraphsSicong Dong, Xin Wang, Lele Chai, Jianxin Li 0001, Yajun Yang. 588-603 [doi]
• Type Preserving Representation of Heterogeneous Information NetworksChunyao Song, Jiawen Guo, Tingjian Ge, Xiaojie Yuan. 604-612 [doi]
• Keyword Search over Federated RDF SystemsQing Wang, Peng Peng 0001, Tianyao Tong, Zhen Tian, Zheng Qin. 613-622 [doi]
• Mutual Relation Detection for Complex Question Answering over Knowledge GraphQifan Zhang, Peihao Tong, Junjie Yao, Xiaoling Wang. 623-631 [doi]
• DDSL: Efficient Subgraph Listing on Distributed and Dynamic GraphsXun Jian, Yue Wang, Xiayu Lei, Yanyan Shen, Lei Chen. 632-640 [doi]
• DSP: Deep Sign Prediction in Signed Social NetworksWei Yang, Yitong Wang, Xinshu Li. 641-649 [doi]
• MinSR: Multi-level Interests Network for Session-Based RecommendationTao Lei, Yun Xiong, Peng Tian, Yangyong Zhu. 650-657 [doi]
• Efficient Core Maintenance of Dynamic GraphsWen Bai, Yuxiao Zhang, Xuezheng Liu, Min Chen, Di Wu 0001. 658-665 [doi]
• Discovering Cliques in Signed Networks Based on Balance TheoryRenjie Sun, Qiuyu Zhu, Chen Chen 0017, Xiaoyang Wang 0002, Ying Zhang, Xun Wang. 666-674 [doi]
• Group Task Assignment with Social Impact-Based Preference in Spatial CrowdsourcingXiang Li, Yan Zhao 0008, Jiannan Guo, Kai Zheng 0001. 677-693 [doi]
• Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial CrowdsourcingQiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen 0002. 694-710 [doi]
• An Evaluation of Modern Spatial LibrariesVarun Pandey, Alexander van Renen, Andreas Kipf, Alfons Kemper. 711-727 [doi]
• Differentially Private Resource Auction in Distributed Spatial CrowdsourcingYin Xu, Mingjun Xiao, Xiang Zou, An Liu 0002. 728-745 [doi]
• Spatial Dynamic Searchable Encryption with Forward SecurityXiangyu Wang, Jianfeng Ma 0001, Ximeng Liu, Yinbin Miao, Dan Zhu. 746-762 [doi]