Abstract is missing.
- Learning the Implicit Semantic Representation on Graph-Structured DataLikang Wu, Zhi Li, Hongke Zhao, Qi Liu, Jun Wang, Mengdi Zhang, Enhong Chen. 3-19 [doi]
- Multi-job Merging Framework and Scheduling Optimization for Apache FlinkHangxu Ji, Gang Wu 0007, Yuhai Zhao, Ye Yuan 0001, Guoren Wang. 20-36 [doi]
- CIC-FL: Enabling Class Imbalance-Aware Clustered Federated Learning over Shifted DistributionsYanan Fu, Xuefeng Liu, ShaoJie Tang, Jianwei Niu 0002, Zhangmin Huang. 37-52 [doi]
- vRaft: Accelerating the Distributed Consensus Under Virtualized EnvironmentsYangyang Wang, Yunpeng Chai. 53-70 [doi]
- Secure and Efficient Certificateless Provable Data Possession for Cloud-Based Data Management SystemsJing Zhang, Jie Cui, Hong Zhong, Chengjie Gu, Lu Liu. 71-87 [doi]
- Dirty-Data Impacts on Regression Models: An Experimental EvaluationZhixin Qi, Hongzhi Wang 0001. 88-95 [doi]
- UniTest: A Universal Testing Framework for Database Management SystemsGengyuan Shi, Chaokun Wang, Bingyang Huang, Hao Feng, Binbin Wang. 96-104 [doi]
- Towards Generating HiFi DatabasesAnupam Sanghi, Rajkumar Santhanam, Jayant R. Haritsa. 105-112 [doi]
- Modelling Entity Integrity for Semi-structured Big DataIlya Litvinenko, Ziheng Wei, Sebastian Link. 113-120 [doi]
- Label Contrastive Coding Based Graph Neural Network for Graph ClassificationYuxiang Ren, Jiyang Bai, Jiawei Zhang. 123-140 [doi]
- Which Node Pair and What Status? Asking Expert for Better Network EmbeddingLongcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang 0003, Ge Yu 0001. 141-157 [doi]
- Keyword-Centric Community Search over Large Heterogeneous Information NetworksLianpeng Qiao, Zhiwei Zhang, Ye Yuan, Chen Chen 0014, Guoren Wang. 158-173 [doi]
- KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge GraphYiying Yang, Xi Yin 0007, Haiqin Yang, Xingjian Fei, Hao Peng, Kaijie Zhou, Kunfeng Lai, Jianping Shen. 174-190 [doi]
- Iterative Reasoning over Knowledge GraphLiang Xu, Junjie Yao. 191-206 [doi]
- Spatial-Temporal Attention Network for Temporal Knowledge Graph CompletionJiasheng Zhang, Shuang Liang, Zhiyi Deng, Jie Shao. 207-223 [doi]
- Ranking Associative Entities in Knowledge Graph by Graphical Modeling of Frequent PatternsJie Li, Kun Yue, Liang Duan, Jianyu Li. 224-239 [doi]
- A Novel Embedding Model for Knowledge Graph Completion Based on Multi-Task LearningJiaheng Dou, Bing Tian, Yong Zhang 0002, Chunxiao Xing. 240-255 [doi]
- Gaussian Metric Learning for Few-Shot Uncertain Knowledge Graph CompletionJiatao Zhang, Tianxing Wu, Guilin Qi. 256-271 [doi]
- Towards Entity Alignment in the Open World: An Unsupervised ApproachWeixin Zeng, Xiang Zhao, Jiuyang Tang, Xinyi Li, Minnan Luo, Qinghua Zheng. 272-289 [doi]
- Sequence Embedding for Zero or Low Resource Knowledge Graph CompletionZhijuan Du. 290-306 [doi]
- HMNet: Hybrid Matching Network for Few-Shot Link PredictionShan Xiao, Lei Duan, Guicai Xie, Renhao Li, Zihao Chen, Geng Deng, Jyrki Nummenmaa. 307-322 [doi]
- OntoCSM: Ontology-Aware Characteristic Set Merging for RDF Type DiscoveryPengkai Liu, Shunting Cai, Baozhu Liu, Xin Wang. 323-339 [doi]
- EDKT: An Extensible Deep Knowledge Tracing Model for Multiple Learning FactorsLiangliang He, Xiao Li, Jintao Tang, Ting Wang. 340-355 [doi]
- Fine-Grained Entity Typing via Label Noise Reduction and Data AugmentationHaoyang Li, Xueling Lin, Lei Chen. 356-374 [doi]
- DMSPool: Dual Multi-Scale Pooling for Graph Representation LearningHualei Yu, Chong Luo, YunTao Du, Hao Cheng, Meng Cao, Chongjun Wang. 375-384 [doi]
- A Parameter-Free Approach for Lossless Streaming Graph SummarizationZiyi Ma, Jianye Yang, Kenli Li 0001, Yuling Liu, Xu Zhou, Yikun Hu. 385-393 [doi]
- Expanding Semantic Knowledge for Zero-Shot Graph EmbeddingZheng Wang, Ruihang Shao, Changping Wang, Changjun Hu, Chaokun Wang, Zhiguo Gong. 394-402 [doi]
- Online High-Cardinality Flow Detection over Big Network Data StreamYang Du 0006, He Huang 0001, Yu-e Sun, An Liu 0002, Guoju Gao, Boyu Zhang. 405-421 [doi]
- SCSG Attention: A Self-centered Star Graph with Attention for Pedestrian Trajectory PredictionXu Chen, Shuncheng Liu, Zhi Xu, Yupeng Diao, Shaozhi Wu, Kai Zheng, Han Su. 422-438 [doi]
- Time Period-Based Top-k Semantic Trajectory Pattern QueryMunkh-Erdene Yadamjav, Farhana Murtaza Choudhury, Zhifeng Bao, Baihua Zheng. 439-456 [doi]
- Optimal Sequenced Route Query with POI PreferencesWenbin Li, Huaijie Zhu, Wei Liu 0061, Jian Yin 0001, Jianliang Xu. 457-473 [doi]
- Privacy-Preserving Polynomial Evaluation over Spatio-Temporal Data on an Untrusted Cloud ServerWei Song 0006, Mengfei Tang, Qiben Yan, Yuan Shen, Yang Cao, Qian Wang, Zhiyong Peng. 474-490 [doi]
- Exploiting Multi-source Data for Adversarial Driving Style Representation LearningZhidan Liu, Junhong Zheng, Zengyang Gong, Haodi Zhang, Kaishun Wu. 491-508 [doi]
- MM-CPred: A Multi-task Predictive Model for Continuous-Time Event Sequences with Mixture Learning LossesLi Lin, Zan Zong, Lijie Wen, Chen Qian 0003, Shuang Li, Jianmin Wang 0001. 509-525 [doi]
- Modeling Dynamic Social Behaviors with Time-Evolving Graphs for User Behavior PredictionsTianzi Zang, Yanmin Zhu, Chen Gong, Haobing Liu, Bo Li 0001. 526-541 [doi]
- Memory-Efficient Storing of Timestamps for Spatio-Temporal Data Management in Columnar In-Memory DatabasesKeven Richly. 542-557 [doi]
- Personalized POI Recommendation: Spatio-Temporal Representation Learning with Social TieShaojie Dai, Yanwei Yu, Hao Fan, Junyu Dong. 558-574 [doi]
- Missing POI Check-in Identification Using Generative Adversarial NetworksMeihui Shi, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu 0001. 575-590 [doi]
- Efficiently Discovering Regions of Interest with User-Defined Score FunctionQiyu Liu, Libin Zheng, Xiang Lian, Lei Chen. 591-608 [doi]
- An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking PlatformYucen Gao, Yuanning Gao, Yuhao Li, Xiaofeng Gao, Xiang Li, Guihai Chen. 609-624 [doi]
- Top-k Closest Pair Queries over Spatial Knowledge GraphFangwei Wu, Xike Xie, Jieming Shi. 625-640 [doi]
- HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature InteractionsLiwei Deng, Xuanhao Chen, Yan Zhao 0008, Kai Zheng 0001. 641-649 [doi]
- Incentive-aware Task Location in Spatial CrowdsourcingFei Zhu, Shushu Liu, Junhua Fang, An Liu. 650-657 [doi]
- Efficient Trajectory Contact Query ProcessingPingfu Chao, Dan He, Lei Li 0003, Mengxuan Zhang, Xiaofang Zhou 0001. 658-666 [doi]
- STMG: Spatial-Temporal Mobility Graph for Location PredictionXuan Pan, Xiangrui Cai, Jiangwei Zhang, Yanlong Wen, Ying Zhang 0015, Xiaojie Yuan. 667-675 [doi]