Table of Contents

• Verification-Free Approaches to Efficient Locally Densest Subgraph DiscoveryTran Ba Trung, Lijun Chang, Nguyen Tien Long, Kai Yao, Huynh Thi Thanh Binh. 1-13 [doi]
• HyperCalm Sketch: One-Pass Mining Periodic Batches in Data StreamsZirui Liu, Chaozhe Kong, Kaicheng Yang, Tong Yang 0003, Ruijie Miao, Qizhi Chen, Yikai Zhao, Yaofeng Tu, Bin Cui 0001. 14-26 [doi]
• DBAugur: An Adversarial-based Trend Forecasting System for Diversified WorkloadsYuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao 0001, Guoliang Li 0001, Guihai Chen. 27-39 [doi]
• Sequential Recommendation with User Causal Behavior DiscoveryZhenlei Wang, Xu Chen, Rui Zhou, Quanyu Dai, Zhenhua Dong, Ji-Rong Wen. 28-40 [doi]
• Learning from Noisy Crowd Labels with LogicsZhijun Chen, Hailong Sun 0001, Haoqian He, Pengpeng Chen. 41-52 [doi]
• AFaVS: Accurate Yet Fast Version Switching for Graph Processing SystemsLong Zheng 0003, Xiangyu Ye, Haifeng Liu, Qinggang Wang, Yu Huang 0013, Chuangyi Gui, Pengcheng Yao, Xiaofei Liao, Hai Jin 0001, Jingling Xue. 53-66 [doi]
• A Reachability Index for Recursive Label-Concatenated Graph QueriesChao Zhang 0045, Angela Bonifati, Hugo Kapp, Vlad Ioan Haprian, Jean-Pierre Lozi. 67-81 [doi]
• Instant Representation Learning for Recommendation over Large Dynamic GraphsCheng Wu, Chaokun Wang, Jingcao Xu, Ziwei Fang, Tiankai Gu, Changping Wang, Yang Song, Kai Zheng, Xiaowei Wang, Guorui Zhou. 82-95 [doi]
• MMKGR: Multi-hop Multi-modal Knowledge Graph ReasoningShangfei Zheng, Weiqing Wang 0001, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao. 96-109 [doi]
• Gar: A Generate-and-Rank Approach for Natural Language to SQL TranslationYuankai Fan, Zhenying He, Tonghui Ren, Dianjun Guo, Lin Chen, Ruisi Zhu, Guanduo Chen, Yinan Jing, Kai Zhang 0006, X. Sean Wang. 110-122 [doi]
• Relational Temporal Graph Convolutional Networks for Ranking-Based Stock PredictionZetao Zheng, Jie Shao 0001, Jia Zhu 0003, Heng Tao Shen. 123-136 [doi]
• TDB: Breaking All Hop-Constrained Cycles in Billion-Scale Directed GraphsYou Peng, Xuemin Lin 0001, Michael Yu, Wenjie Zhang 0001, Lu Qin 0001. 137-150 [doi]
• LCL: A Lock Chain Length-based Distributed Algorithm for Deadlock Detection and ResolutionZhenkun Yang, Chen Qian, Xuwang Teng, Fanyu Kong, Fusheng Han, Quanqing Xu. 151-163 [doi]
• Track Merging for Effective Video Query ProcessingDaren Chao, Yueting Chen, Nick Koudas, Xiaohui Yu 0001. 164-176 [doi]
• Towards Higher-order Topological Consistency for Unsupervised Network AlignmentQingqiang Sun, Xuemin Lin 0001, Ying Zhang 0001, Wenjie Zhang 0001, Chaoqi Chen. 177-190 [doi]
• Efficient Multi-GPU Graph Processing with Remote Work StealingKe Meng, Liang Geng, Xue Li, Qian Tao, Wenyuan Yu, Jingren Zhou. 191-204 [doi]
• Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement LearningYuxiao Ye, Chi Harold Liu, Zipeng Dai, Jianxin Zhao 0001, Ye Yuan 0001, Guoren Wang, Jian Tang 0008. 205-217 [doi]
• Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label NoiseCédric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu 0001, Ce Zhang 0001. 218-231 [doi]
• Flash: A Framework for Programming Distributed Graph Processing AlgorithmsXue Li, Ke Meng, Lu Qin 0001, Longbin Lai, Wenyuan Yu, Zhengping Qian, Xuemin Lin 0001, Jingren Zhou. 232-244 [doi]
• Explainable Hyperlink Prediction: A Hypergraph Edit Distance-Based ApproachHongchao Qin, Rong-Hua Li, Ye Yuan 0001, Guoren Wang, Yongheng Dai. 245-257 [doi]
• Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement LearningQianru Zhang, Zheng Wang 0046, Cheng Long, Chao Huang, Siu-Ming Yiu, Yiding Liu, Gao Cong, Jieming Shi. 246-258 [doi]
• Saguaro: An Edge Computing-Enabled Hierarchical Permissioned BlockchainMohammad Javad Amiri, Ziliang Lai, Liana Patel, Boon Thau Loo, Eric Lo 0001, Wenchao Zhou. 259-272 [doi]
• GAMMA: A Graph Pattern Mining Framework for Large Graphs on GPULin Hu, Lei Zou 0001, M. Tamer Özsu. 273-286 [doi]
• Scalable Algorithms for Densest Subgraph DiscoveryWensheng Luo, Zhuo Tang, Yixiang Fang, Chenhao Ma 0001, Xu Zhou. 287-300 [doi]
• Reliable Transactions in Serverless-Edge ArchitectureSuyash Gupta, Sajjad Rahnama, Erik Linsenmayer, Faisal Nawab, Mohammad Sadoghi. 301-314 [doi]
• Cutting Learned Index into Pieces: An In-depth Inquiry into Updatable Learned IndexesJiake Ge, Boyu Shi, Yanfeng Chai, Yuanhui Luo, Yunda Guo, Yinxuan He, Yunpeng Chai. 315-327 [doi]
• VEND: Vertex Encoding for Edge Nonexistence DeterminationYouhuan Li, Hangyu Zheng, Lei Zou, Xiaosen Li, Ziming Li, Pin Xiao, Yangyu Tao, Zheng Qin. 328-340 [doi]
• FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at EdgeYaxin Luopan, Rui Han 0001, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Lydia Y. Chen. 341-354 [doi]
• Discovering Editing Rules by Deep Reinforcement LearningYinan Mei, Shaoxu Song, Chenguang Fang, Ziheng Wei, Jingyun Fang, Jiang Long. 355-367 [doi]
• Finding Top-k Optimal Routes with Collective Spatial Keywords on Road NetworksJiajia Li, Xing Xiong, Lei Li, Dan He, Chuanyu Zong, Xiaofang Zhou 0001. 368-380 [doi]
• Disconnected Emerging Knowledge Graph Oriented Inductive Link PredictionYufeng Zhang, Weiqing Wang 0001, Hongzhi Yin, Pengpeng Zhao, Wei Chen, Lei Zhao. 381-393 [doi]
• PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement LearningJianing Zhang, Zhaojing Luo, Quanqing Xu, Meihui Zhang 0001. 394-407 [doi]
• CompressStreamDB: Fine-Grained Adaptive Stream Processing without DecompressionYu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang 0001, Xiaoyong Du. 408-422 [doi]
• Finer-Grained Engagement in HypergraphsQi Luo, Dongxiao Yu, Yu Liu, Yanwei Zheng, Xiuzhen Cheng 0001, Xuemin Lin 0001. 423-435 [doi]
• Lightweight-Yet-Efficient: Revitalizing Ball-Tree for Point-to-Hyperplane Nearest Neighbor SearchQiang Huang, Anthony K. H. Tung. 436-449 [doi]
• Data Ambiguity Profiling for the Generation of Training ExamplesEnzo Veltri, Gilbert Badaro, Mohammed Saeed 0002, Paolo Papotti. 450-463 [doi]
• Inconsistency Detection with Temporal Graph Functional DependenciesMorteza Alipour Langouri, Adam Mansfield, Fei Chiang, Yinghui Wu. 464-476 [doi]
• On Sharding Across Heterogeneous BlockchainsYuechen Tao, Bo Li 0001, Baochun Li. 477-489 [doi]
• Ziziphus: Scalable Data Management Across Byzantine Edge ServersMohammad Javad Amiri, Daniel Shu, Sujaya Maiyya, Divyakant Agrawal, Amr El Abbadi. 490-502 [doi]
• Ver: View Discovery in the WildYue Gong, Zhiru Zhu, Sainyam Galhotra, Raul Castro Fernandez. 503-516 [doi]
• When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention NetworksYuchen Fang, Yanjun Qin, Haiyong Luo, Fang Zhao 0003, Bingbing Xu, Liang Zeng, Chenxing Wang 0001. 517-529 [doi]
• Scaling Blockchain Consensus via a Robust Shared MempoolFangyu Gai, Jianyu Niu, Ivan Beschastnikh, Chen Feng 0001, Sheng Wang. 530-543 [doi]
• Voting-based Opinion MaximizationArkaprava Saha, Xiangyu Ke, Arijit Khan 0001, Laks V. S. Lakshmanan. 544-557 [doi]
• HyTGraph: GPU-Accelerated Graph Processing with Hybrid Transfer ManagementQiange Wang, Xin Ai 0006, Yanfeng Zhang, Jing Chen, Ge Yu 0001. 558-571 [doi]
• JanusAQP: Efficient Partition Tree Maintenance for Dynamic Approximate Query ProcessingXi Liang 0002, Stavros Sintos, Sanjay Krishnan. 572-584 [doi]
• Neighborhood Skyline on Graphs: Concepts, Algorithms and ApplicationsQi Zhang 0010, Rong-Hua Li, Hongchao Qin, Yongheng Dai, Ye Yuan 0001, Guoren Wang. 585-598 [doi]
• Discovering Frequency Bursting Patterns in Temporal GraphsQianzhen Zhang, Deke Guo, Xiang Zhao 0002, Long Yuan, Lailong Luo. 599-611 [doi]
• BERT-Trip: Effective and Scalable Trip Representation using Attentive Contrast LearningAi-Te Kuo, Haiquan Chen, Wei-Shinn Ku. 612-623 [doi]
• Experimental Evaluation of Indexing Techniques for Shortest Distance Queries on Road NetworksShikha Anirban, Junhu Wang, Md. Saiful Islam 0003. 624-636 [doi]
• Co-Utilizing SIMD and Scalar to Accelerate the Data Analytics WorkloadsZewen Sun, Zhifang Li, Chuliang Weng. 637-649 [doi]
• Efficient Parallel Mining of High-utility Itemsets on Multicore ProcessorsGenki Kimura, Yuto Hayamizu, Rage Uday Kiran, Masaru Kitsuregawa, Kazuo Goda. 638-652 [doi]
• Dynamic Shapley Value ComputationJiayao Zhang 0006, Haocheng Xia, Qiheng Sun, Jinfei Liu, Li Xiong 0001, Jian Pei, Kui Ren 0001. 639-652 [doi]
• Benchmarking Filtering Techniques for Entity ResolutionGeorge Papadakis 0001, Marco Fisichella, Franziska Schoger, George Mandilaras, Nikolaus Augsten, Wolfgang Nejdl. 653-666 [doi]
• Jointly Attacking Graph Neural Network and its ExplanationsWenqi Fan, Han Xu 0002, Wei Jin 0009, Xiaorui Liu, Xianfeng Tang, Suhang Wang, Qing Li, Jiliang Tang, Jianping Wang 0001, Charu C. Aggarwal. 654-667 [doi]
• Sequence-Oriented DBMS FuzzingJie Liang, Yaoguang Chen, Zhiyong Wu, Jingzhou Fu, Mingzhe Wang, Yu Jiang, Xiangdong Huang, Ting Chen, Jiashui Wang, Jiajia Li. 668-681 [doi]
• Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural NetworksCarl Yang, Jiawei Han 0001. 682-695 [doi]
• CLDG: Contrastive Learning on Dynamic GraphsYiming Xu, Bin Shi, Teng Ma, Bo Dong 0001, Haoyi Zhou, Qinghua Zheng. 696-707 [doi]
• TSExplain: Explaining Aggregated Time Series by Surfacing Evolving ContributorsYiru Chen, Silu Huang. 708-720 [doi]
• TxAllo: Dynamic Transaction Allocation in Sharded Blockchain SystemsYuanzhe Zhang, Shirui Pan, Jiangshan Yu. 721-733 [doi]
• Leopard: A Black-Box Approach for Efficiently Verifying Various Isolation LevelsKeqiang Li, Siyang Weng, Peiyuan Liu, Lyu Ni, Chengcheng Yang, Rong Zhang, Xuan Zhou, Jianghang Lou, Gui Huang, Weining Qian, Aoying Zhou. 722-735 [doi]
• A Contextual Master-Slave Framework on Urban Region Graph for Urban Village DetectionCongxi Xiao, Jingbo Zhou, Jizhou Huang, Hengshu Zhu, Tong Xu 0001, Dejing Dou, Hui Xiong 0001. 736-748 [doi]
• Bayesian Negative Sampling for RecommendationBin Liu, Bang Wang. 749-761 [doi]
• Hop-Constrained s-t Simple Path Enumeration on Large Dynamic GraphsJiujing Zhang, Shiyu Yang, Dian Ouyang, Fan Zhang 0036, Xuemin Lin 0001, Long Yuan. 762-775 [doi]
• Towards Capacity-Aware Broker Matching: From Recommendation to AssignmentShuyue Wei, Yongxin Tong, Zimu Zhou, Qiaoyang Liu, Lulu Zhang, Yuxiang Zeng, Jieping Ye. 776-788 [doi]
• Minimizing the Influence of Misinformation via Vertex BlockingJiadong Xie 0002, Fan Zhang 0036, Kai Wang 0037, Xuemin Lin 0001, Wenjie Zhang 0001. 789-801 [doi]
• Personalized Diversification for Neural Re-ranking in RecommendationWeiwen Liu, Yunjia Xi, Jiarui Qin, Xinyi Dai, Ruiming Tang, Shuai Li, Weinan Zhang 0001, Rui Zhang 0003. 802-815 [doi]
• Active Sampling for Sparse Table by Bayesian Optimization with Adaptive ResolutionXiao He, Jian Tan, Bin Wu 0003, Feifei Li 0001, Xinping Zhang, Gaozhong Liang, Jinfeng Xu. 816-828 [doi]
• RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal TransformerYuqi Chen 0018, Hanyuan Zhang, Weiwei Sun 0008, Baihua Zheng. 829-842 [doi]
• Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel SemanticsJiawei Jiang, Dayan Pan, Houxing Ren, Xiaohan Jiang, Chao Li, Jingyuan Wang. 843-855 [doi]
• Efficiently Answering Quality Constrained Shortest Distance Queries in Large GraphsYou Peng, Zhuo Ma, Wenjie Zhang 0001, Xuemin Lin 0001, Ying Zhang 0001, Xiaoshuang Chen. 856-868 [doi]
• Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based FrameworkDingyuan Shi, Nan Zhou, Yongxin Tong, Zimu Zhou, Yi Xu, Ke Xu 0001. 869-881 [doi]
• LightTraffic: On Optimizing CPU-GPU Data Traffic for Efficient Large-scale Random WalksYipeng Xing, Yongkun Li 0001, Zhiqiang Wang, Yinlong Xu, John C. S. Lui. 882-895 [doi]
• PSPC: Efficient Parallel Shortest Path Counting on Large-Scale GraphsYou Peng, Jeffrey Xu Yu, Sibo Wang 0001. 896-908 [doi]
• Distributed (α, β)-Core Decomposition over Bipartite GraphsQing Liu, Xuankun Liao, Xin Huang, Jianliang Xu, Yunjun Gao. 909-921 [doi]
• SASPAR: Shared Adaptive Stream PartitioningJeyhun Karimov, Hans-Arno Jacobsen. 922-935 [doi]
• The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning PipelinesLennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quiané-Ruiz, Volker Markl. 936-949 [doi]
• Parallelizing Stream Compression for IoT Applications on Asymmetric MulticoresXianzhi Zeng, Shuhao Zhang 0001. 950-964 [doi]
• Keyword-based Socially Tenuous Group QueriesHuaijie Zhu, Wei Liu 0061, Jian Yin 0001, Ningning Cui, Jianliang Xu, Xin Huang 0001, Wang-Chien Lee. 965-977 [doi]
• Group Buying Recommendation Model Based on Multi-task LearningShuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao. 978-991 [doi]
• Uncertainty Quantification for Traffic Forecasting: A Unified ApproachWeizhu Qian, Dalin Zhang 0001, Yan Zhao, Kai Zheng, James J. Q. Yu. 992-1004 [doi]
• Efficient Deep Ensemble Inference via Query Difficulty-dependent Task SchedulingZichong Li, Lan Zhang 0002, Mu Yuan, Miaohui Song, Qi Song. 1005-1018 [doi]
• Optimizing Graph Partition by Optimal Vertex-Cut: A Holistic ApproachWenwen Qu, Weixi Zhang, Ji Cheng, Chaorui Zhang, Wei Han, Bo Bai 0001, Chen Jason Zhang, Liang He, Xiaoling Wang. 1019-1031 [doi]
• TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm SelectionTianyu Mu, Hongzhi Wang 0001, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang. 1032-1044 [doi]
• MetricJoin: Leveraging Metric Properties for Robust Exact Set Similarity JoinsManuel Widmoser, Daniel Kocher, Nikolaus Augsten, Willi Mann. 1045-1058 [doi]
• Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility LearningHuiqun Huang, Suining He, Mahan Tabatabaie. 1059-1070 [doi]
• Incremental Learning for Multi-Interest Sequential RecommendationZhikai Wang, Yanyan Shen. 1071-1083 [doi]
• Reinforcement Learning Enhanced Weighted Sampling for Accurate Subgraph Counting on Fully Dynamic Graph StreamsKaixin Wang, Cheng Long, Da Yan 0001, Jie Zhang 0002, H. V. Jagadish. 1084-1097 [doi]
• Redesigning High-Performance LSM-based Key-Value Stores with Persistent CPU CachesYijie Zhong, Zhirong Shen, Zixiang Yu, Jiwu Shu. 1098-1111 [doi]
• Intent-aware Multi-source Contrastive Alignment for Tag-enhanced RecommendationHaolun Wu, Yingxue Zhang 0001, Chen Ma 0001, Wei Guo, Ruiming Tang, Xue Liu, Mark Coates. 1112-1125 [doi]
• DBCatcher: A Cloud Database Online Anomaly Detection System based on Indicator CorrelationGuangyu Zhang, Chunhua Li, Ke Zhou 0001, Li Liu 0014, Ce Zhang, Wancheng Chen, Haotian Fang, Bin Cheng, Jie Yang, Jiashu Xing. 1126-1139 [doi]
• Non-Blocking Raft for High Throughput IoT DataTian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang 0018, Jianmin Wang 0001, Ruibo Li, Jincheng Sun. 1140-1152 [doi]
• ADAMANT: A Query Executor with Plug-In Interfaces for Easy Co-processor IntegrationBala Gurumurthy, David Broneske, Gabriel Campero Durand, Thilo Pionteck, Gunter Saake. 1153-1166 [doi]
• Towards Explainable Table Interpretation Using Multi-view ExplanationsYunjun Gao, Pengfei Wang, Xiaocan Zeng, Lu Chen, Yuren Mao, Ziheng Wei, Miao Li. 1167-1179 [doi]
• Batch-Based Cooperative Task Assignment in Spatial CrowdsourcingYi Yang, Yurong Cheng, Yeru Yang, Ye Yuan 0001, Guoren Wang. 1180-1192 [doi]
• EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge DevicesChenyang Zhang, Feng Zhang, Kuangyu Chen, Mingjun Chen, Bingsheng He, Xiaoyong Du 0001. 1193-1207 [doi]
• Real-Time LSM-Trees for HTAP WorkloadsHemant Saxena, Lukasz Golab, Stratos Idreos, Ihab F. Ilyas. 1208-1220 [doi]
• Relational Message Passing for Fully Inductive Knowledge Graph CompletionYuxia Geng, Jiaoyan Chen, Jeff Z. Pan, Mingyang Chen, Song Jiang, Wen Zhang, Huajun Chen. 1221-1233 [doi]
• Hierarchical Crowdsourcing for Data Labeling with Heterogeneous CrowdHaodi Zhang, Wenxi Huang, Zhenhan Su, Junyang Chen, Di Jiang, Lixin Fan, Chen Zhang, Defu Lian, Kaishun Wu. 1234-1246 [doi]
• Layer-refined Graph Convolutional Networks for RecommendationXin Zhou, Donghui Lin, Yong Liu 0020, Chunyan Miao. 1247-1259 [doi]
• A Generic Reinforced Explainable Framework with Knowledge Graph for Session-based RecommendationHuizi Wu, Hui Fang 0002, Zhu Sun, Cong Geng, Xinyu Kong, Yew-Soon Ong. 1260-1272 [doi]
• Efficiently Sampling and Estimating Hypergraphs By Hybrid Random WalkLingling Zhang, Zhiwei Zhang, Guoren Wang, Ye Yuan. 1273-1285 [doi]
• Stable Tuple Embeddings for Dynamic DatabasesJan Tönshoff, Neta Friedman, Martin Grohe, Benny Kimelfeld. 1286-1299 [doi]
• Efficiently Answering Top-k Window Aggregate Queries: Calculating Coverage Number Sequences over Hierarchical StructuresJianqiu Xu, Raymond Chi-Wing Wong. 1300-1312 [doi]
• Efficient Maximum Signed Biclique IdentificationRenjie Sun, Chen Chen 0017, Xiaoyang Wang 0002, Wenjie Zhang 0001, Ying Zhang 0001, Xuemin Lin 0001. 1313-1325 [doi]
• ACEing the Bufferpool Management Paradigm for Modern Storage DevicesTarikul Islam Papon, Manos Athanassoulis. 1326-1339 [doi]
• ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune FrameworkYue Cui 0001, Shuhao Li, Wenjin Deng, Zhaokun Zhang, Jing Zhao, Kai Zheng 0001, Xiaofang Zhou 0001. 1340-1352 [doi]
• Pricing Prediction Services for Profit Maximization with Incomplete InformationHuanhuan Peng, Xiaoye Miao, Lu Chen 0001, Yunjun Gao, Jianwei Yin. 1353-1365 [doi]
• EEPH: An Efficient Extendible Perfect Hashing for Hybrid PMem-DRAMQi Chen, Hao Hu, Cai Deng, Dingbang Liu, Shiyi Li, Bo Tang, Ting Yao, Wen Xia. 1366-1378 [doi]
• Marshalling Model Inference in Video StreamsDaren Chao, Nick Koudas, Xiaohui Yu 0001. 1379-1392 [doi]
• IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise SimilarityBernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese. 1393-1405 [doi]
• Influential Recommender SystemHaoren Zhu, Hao Ge, Xiaodong Gu 0002, Pengfei Zhao, Dik Lun Lee. 1406-1419 [doi]
• Efficient Cross Dynamic Task Assignment in Spatial CrowdsourcingTianyue Ren, Xu Zhou, Kenli Li 0001, Yunjun Gao, Ji Zhang, Keqin Li 0001. 1420-1432 [doi]
• Efficient Augmentation for Imbalanced Deep LearningDamien A. Dablain, Colin Bellinger, Bartosz Krawczyk, Nitesh V. Chawla. 1433-1446 [doi]
• Most Probable Densest SubgraphsArkaprava Saha, Xiangyu Ke, Arijit Khan 0001, Cheng Long. 1447-1460 [doi]
• A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific DatasetsMd Hasanur Rahman, Sheng Di, Kai Zhao 0008, Robert Underwood, Guanpeng Li, Franck Cappello. 1461-1474 [doi]
• Indexing for Near-Sorted DataAneesh Raman, Subhadeep Sarkar, Matthaios Olma, Manos Athanassoulis. 1475-1488 [doi]
• Probabilistic Majority Rule-Based Group RecommendationKarim Benouaret, Kian-Lee Tan. 1489-1501 [doi]
• Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and PreparationRunhui Wang, Yuliang Li 0001, Jin Wang 0007. 1502-1515 [doi]
• HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural NetworkKhaled Mohammed Saifuddin, Briana Bumgardner, Farhan Tanvir, Esra Akbas. 1503-1516 [doi]
• Federated IoT Interaction Vulnerability AnalysisGuangjing Wang, Hanqing Guo, Anran Li, Xiaorui Liu, Qiben Yan. 1517-1530 [doi]
• Koios: Top-k Semantic Overlap Set SearchPranay Mundra, Jianhao Zhang, Fatemeh Nargesian, Nikolaus Augsten. 1531-1543 [doi]
• Globally Aware Contextual Embeddings for Named Entity Recognition in Social Media StreamsSatadisha Saha Bhowmick, Eduard C. Dragut, Weiyi Meng. 1544-1557 [doi]
• Schema Matching using Pre-Trained Language ModelsYunjia Zhang, Avrilia Floratou, Joyce Cahoon, Subru Krishnan, Andreas C. Müller, Dalitso Banda, Fotis Psallidas, Jignesh M. Patel. 1558-1571 [doi]
• Efficiently Learning Spatial IndicesGuanli Liu, Jianzhong Qi 0001, Christian S. Jensen, James Bailey 0001, Lars Kulik. 1572-1584 [doi]
• Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic ForecastingShengnan Guo 0001, Youfang Lin, Letian Gong, Chenyu Wang, Zeyu Zhou, Zekai Shen, Yiheng Huang, Huaiyu Wan. 1585-1596 [doi]
• Dynamic Activation of Clients and Parameters for Federated Learning over Heterogeneous GraphsZishan Gu, Ke Zhang, Guangji Bai, Liang Chen, Liang Zhao, Carl Yang. 1597-1610 [doi]
• Towards Long-Term Time-Series Forecasting: Feature, Pattern, and DistributionYan Li, Xinjiang Lu, Haoyi Xiong, Jian Tang, Jiantao Su, Bo Jin, Dejing Dou. 1611-1624 [doi]
• Toward Efficient Automated Feature EngineeringKafeng Wang, Pengyang Wang, Chengzhong Xu 0001. 1625-1637 [doi]
• Robust Attributed Graph Alignment via Joint Structure Learning and Optimal TransportJianheng Tang, Weiqi Zhang, Jiajin Li, Kangfei Zhao, Fugee Tsung, Jia Li. 1638-1651 [doi]
• Top-r keyword-based community search in attributed graphsJunhao Ye, Yuanyuan Zhu, Lu Chen. 1652-1664 [doi]
• Fairness-aware Maximal Biclique Enumeration on Bipartite GraphsZiqi Yin, Qi Zhang, Wentao Zhang, Rong-Hua Li, Guoren Wang. 1665-1677 [doi]
• Reinforcement Learning based Tree Decomposition for Distance Querying in Road NetworksBolong Zheng, Yong Ma, Jingyi Wan, Yongyong Gao, Kai Huang, Xiaofang Zhou 0001, Christian S. Jensen. 1678-1690 [doi]
• Toward a Unified Framework for Unsupervised Complex Tabular ReasoningZhenyu Li, Xiuxing Li, Zhichao Duan, Bowen Dong, Ning Liu 0014, Jianyong Wang 0001. 1691-1704 [doi]
• GALE: Active Adversarial Learning for Erroneous Node Detection in GraphsSheng Guan, Hanchao Ma, Mengying Wang, Yinghui Wu. 1705-1718 [doi]
• Online Shipping Container Pricing Strategy Achieving Vanishing Regret with Limited InventoryYucen Gao, Xikai Wei, Xi-jing, Yangguang Shi, Xiaofeng Gao 0001, Guihai Chen. 1719-1731 [doi]
• Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learningYukun Cao, Xike Xie, Kexin Huang. 1720-1733 [doi]
• Complete Join Reordering for Null-Intolerant JoinsTaining Wang, Yunpeng Niu, Chee Yong Chan. 1734-1746 [doi]
• Demystifying Bitcoin Address Behavior via Graph Neural NetworksZhengjie Huang, Yunyang Huang, Peng Qian, Jianhai Chen, Qinming He. 1747-1760 [doi]
• RETIA: Relation-Entity Twin-Interact Aggregation for Temporal Knowledge Graph ExtrapolationKangzheng Liu, Feng Zhao 0003, Guandong Xu, Xianzhi Wang 0001, Hai Jin 0001. 1761-1774 [doi]
• KVSAgg: Secure Aggregation of Distributed Key-Value SetsYuhan Wu 0001, Siyuan Dong, Yi Zhou, Yikai Zhao, Fangcheng Fu, Tong Yang 0003, Chaoyue Niu, Fan Wu, Bin Cui 0001. 1775-1789 [doi]
• Air-Ground Spatial Crowdsourcing with UAV Carriers by Geometric Graph Convolutional Multi-Agent Deep Reinforcement LearningYu Wang 0003, Jingfei Wu, Xingyuan Hua, Chi Harold Liu, Guozheng Li 0002, Jianxin Zhao 0001, Ye Yuan 0001, Guoren Wang. 1790-1802 [doi]
• Finding Best Tuple via Error-prone User InteractionQixu Chen, Raymond Chi-Wing Wong. 1803-1816 [doi]
• Accelerating k-Core Decomposition by a GPUAkhlaque Ahmad, Lyuheng Yuan, Da Yan 0001, Guimu Guo, Jieyang Chen, Chengcui Zhang. 1818-1831 [doi]
• A Stitch in Time Saves Nine: Enabling Early Anomaly Detection with Correlation AnalysisYihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang. 1832-145 [doi]
• On Explaining Confounding BiasBrit Youngmann, Michael J. Cafarella, Yuval Moskovitch, Babak Salimi. 1846-1859 [doi]
• Visualization Recommendation Through Visual Relation Learning and Visual Preference LearningDaomin Ji, Hui Luo, Zhifeng Bao. 1860-1873 [doi]
• Opponent-aware Order Pricing towards Hub-oriented Mobility ServicesZuohan Wu, Libin Zheng, Chen Jason Zhang, Huaijie Zhu, Jian Yin 0001, Di Jiang. 1874-1886 [doi]
• Matrix Factorization with Landmarks for Spatial DataChenguang Fang, Yinan Mei, Shaoxu Song. 1887-1899 [doi]
• SChain: Scalable Concurrency over Flexible Permissioned BlockchainXiaodong Qi, Zhihao Chen 0003, Haizhen Zhuo, Quanqing Xu, Chengyu Zhu, Zhao Zhang 0002, Cheqing Jin, Aoying Zhou, Ying Yan 0002, Hui Zhang 0002. 1901-1913 [doi]
• Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized DevicesQiying Pan, Yifei Zhu, Lingyang Chu. 1914-1926 [doi]
• PriSTI: A Conditional Diffusion Framework for Spatiotemporal ImputationMingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du 0001, Yanjie Fu. 1927-1939 [doi]
• ENLD: Efficient Noisy Label Detection for Incremental Datasets in Data LakeXuanke You, Lan Zhang 0002, Junyang Wang, Zhimin Bao, Yunfei Wu, Shuaishuai Dong. 1940-1952 [doi]
• Finding Simplex Items in Data StreamsZhuochen Fan, Jiarui Guo, Xiaodong Li, Tong Yang 0003, Yikai Zhao, Yuhan Wu 0001, Bin Cui 0001, Yanwei Xu, Steve Uhlig, Gong Zhang. 1953-1966 [doi]
• Parallel Filtered Graphs for Hierarchical ClusteringShangdi Yu, Julian Shun. 1967-1980 [doi]
• S/C: Speeding up Data Materialization with Bounded MemoryZhaoheng Li, Xinyu Pi, Yongjoo Park. 1981-1994 [doi]
• Fair Group Summarization with Graph PatternsHanchao Ma, Sheng Guan, Mengying Wang, Qi Song, Yinghui Wu. 1982-1994 [doi]
• RADAR: Reactive Concept Drift Management with Robust Variational Inference for Evolving IoT Data StreamsAbdullah Alsaedi, Nasrin Sohrabi, Md. Redowan Mahmud, Zahir Tari. 1995-2007 [doi]
• HistSketch: A Compact Data Structure for Accurate Per-Key Distribution MonitoringJintao He, Jiaqi Zhu, Qun Huang 0001. 2008-2021 [doi]
• SketchConf: A Framework for Automatic Sketch ConfigurationRuijie Miao, Fenghao Dong, Yikai Zhao, Yiming Zhao, Yuhan Wu 0001, Kaicheng Yang, Tong Yang 0003, Bin Cui 0001. 2022-2035 [doi]
• REncoder: A Space-Time Efficient Range Filter with Local EncoderZiwei Wang, Zheng Zhong, Jiarui Guo, Yuhan Wu 0001, Haoyu Li, Tong Yang 0003, Yaofeng Tu, Huanchen Zhang, Bin Cui 0001. 2036-2049 [doi]
• These Rows Are Made for Sorting and That's Just What We'll DoLaurens Kuiper, Hannes Mühleisen. 2050-2062 [doi]
• HGMatch: A Match-by-Hyperedge Approach for Subgraph Matching on HypergraphsZhengyi Yang 0001, Wenjie Zhang 0001, Xuemin Lin 0001, Ying Zhang 0001, Shunyang Li. 2063-2076 [doi]
• Double Hierarchical Labeling Shortest Distance Querying in Time-dependent Road NetworksTangpeng Dan, Xiao Pan, Bolong Zheng, Xiaofeng Meng 0001. 2077-2089 [doi]
• Wind-Bell Index: Towards Ultra-Fast Edge Query for Graph DatabasesRui Qiu, Yi-ming, Yisen Hong, Haoyu Li, Tong Yang 0003. 2090-2098 [doi]
• FASI: FPGA-friendly Subgraph Isomorphism on Massive GraphsXunbin Su, Yinnian Lin, Lei Zou 0001. 2099-2112 [doi]
• Distribution-Regularized Federated Learning on Non-IID DataYansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang 0001. 2113-2125 [doi]
• A Bayesian Graph Neural Network for EEG Classification - A Win-Win on Performance and InterpretabilityJing Wang, Xiaojun Ning 0001, Wangjun Shi, Youfang Lin. 2126-2139 [doi]
• Rotary: A Resource Arbitration Framework for Progressive Iterative AnalyticsRui Liu 0002, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan. 2140-2153 [doi]
• Neural Node Matching for Multi-Target Cross Domain RecommendationWujiang Xu, Shaoshuai Li, Mingming Ha, Xiaobo Guo, Qiongxu Ma, Xiaolei Liu, Linxun Chen, Zhenfeng Zhu. 2154-2166 [doi]
• Detection of Groups with Biased Representation in RankingJinyang Li, Yuval Moskovitch, H. V. Jagadish. 2167-2179 [doi]
• Differential Aggregation against General Colluding AttackersRong Du, Qingqing Ye 0001, Yue Fu, Haibo Hu 0001, Jin Li 0002, Chengfang Fang, Jie Shi. 2180-2193 [doi]
• Towards Efficient MIT query in Trajectory DataJian Chen, Hong Gao 0001, Kaiqi Zhang, Jiachi Wang, Yubo Luo, Zhen-Qing Wu, Jianzhong Li 0001. 2194-2206 [doi]
• Workload-Aware Log-Structured Merge Key-Value Store for NVM-SSD Hybrid StorageLixiang Chen, Ruihao Chen, Chengcheng Yang, Yuxing Han, Rong Zhang 0002, Xuan Zhou, Peiquan Jin, Weining Qian. 2207-2219 [doi]
• IFCA: Index-Free Community-Aware Reachability Processing Over Large Dynamic GraphsYue Pang, Lei Zou 0001, Yu Liu. 2220-2234 [doi]
• Data Imputation for Sparse Radio Maps in Indoor PositioningXiao Li, Huan Li 0003, Harry Kai-Ho Chan, Hua Lu 0001, Christian S. Jensen. 2235-2248 [doi]
• Mining Seasonal Temporal Patterns in Time SeriesVan Long Ho, Nguyen Ho, Torben Bach Pedersen. 2249-2261 [doi]
• Extracting Graphs Properties with Semantic JoinsYang Cao 0012, Wenfei Fan, Wenzhi Fu, Ruochun Jin, Weijie Ou, Wenliang Yi. 2262-2275 [doi]
• Interactive Search with Mixed AttributesWeicheng Wang, Raymond Chi-Wing Wong, Min Xie. 2276-2288 [doi]
• Enhancing Decentralized Federated Learning for Non-IID Data on Heterogeneous DevicesMin Chen, Yang Xu, Hongli Xu, Liusheng Huang. 2289-2302 [doi]
• Dynamic Hypergraph Structure Learning for Traffic Flow ForecastingYusheng Zhao, Xiao Luo 0001, Wei Ju, Chong Chen, Xian-Sheng Hua 0001, Ming Zhang 0004. 2303-2316 [doi]
• Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction ProtocolZiliang Lai, Hua Fan, Wenchao Zhou, Zhanfeng Ma, Xiang Peng, Feifei Li 0001, Eric Lo 0001. 2317-2331 [doi]
• Disentangled Graph Social RecommendationLianghao Xia, Yizhen Shao, Chao Huang, Yong Xu 0007, Huance Xu, Jian Pei. 2332-2344 [doi]
• A Holistic Approach for Answering Logical Queries on Knowledge GraphsYuhan Wu, Yuanyuan Xu 0002, Xuemin Lin 0001, Wenjie Zhang. 2345-2357 [doi]
• Community Search: A Meta-Learning ApproachShuheng Fang, Kangfei Zhao, Guanghua Li, Jeffrey Xu Yu. 2358-2371 [doi]
• SK-Gradient: Efficient Communication for Distributed Machine Learning with Data SketchJie Gui, Yuchen Song, Zezhou Wang, Chenhong He, Qun Huang 0001. 2372-2385 [doi]
• A Lightweight Framework for Fast Trajectory SimplificationZiquan Fang, Changhao He, Lu Chen, Danlei Hu, Qichen Sun, Linsen Li, Yunjun Gao. 2386-2399 [doi]
• Partitioner Selection with EASE to Optimize Distributed Graph ProcessingNikolai Merkel, Ruben Mayer, Tawkir Ahmed Fakir, Hans-Arno Jacobsen. 2400-2414 [doi]
• Finding Top-k Important Edges on Bipartite Graphs: Ego-betweenness Centrality-based ApproachesTongfeng Weng, Xu Zhou, Yixiang Fang, Kian-Lee Tan, Kenli Li 0001. 2415-2428 [doi]
• LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map MatchingWeijie Shi, Jiajie Xu 0001, Junhua Fang, Pingfu Chao, An Liu 0002, Xiaofang Zhou 0001. 2429-2442 [doi]
• Efficient Public Transport Planning on RoadsLibin Wang, Raymond Chi-Wing Wong. 2443-2455 [doi]
• Orchestrating Large-Scale SpGEMMs using Dynamic Block Distribution and Data Transfer Minimization on Heterogeneous SystemsTaehyeong Park, Seokwon Kang, Myung-Hwan Jang, Sang-Wook Kim, Yongjun Park 0001. 2456-2459 [doi]
• VC-dimension and Rademacher Averages of Subgraphs, with Applications to Graph MiningPaolo Pellizzoni, Fabio Vandin. 2470-2482 [doi]
• COCLEP: Contrastive Learning-based Semi-Supervised Community SearchLing Li, Siqiang Luo, Yuhai Zhao, Caihua Shan, Zhengkui Wang, Lu Qin. 2483-2495 [doi]
• Selecting Sub-tables for Data ExplorationYael Amsterdamer, Susan B. Davidson, Tova Milo, Kathy Razmadze, Amit Somech. 2496-2509 [doi]
• Planning Data Poisoning Attacks on Heterogeneous Recommender Systems in a Multiplayer SettingChin-Yuan Yeh, Hsi-Wen Chen, De-Nian Yang, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen. 2510-2523 [doi]
• Global Routing Optimization In Road NetworksYehong Xu, Lei Li 0003, Mengxuan Zhang 0001, Zizhuo Xu, Xiaofang Zhou 0001. 2524-2537 [doi]
• Distributed Near-Maximum Independent Set Maintenance over Large-scale Dynamic GraphsXubo Wang, Dong Wen, Wenjie Zhang, Ying Zhang, Lu Qin 0001. 2538-2550 [doi]
• Fast Unsupervised Graph Embedding via Graph Zoom LearningZiyang Liu, Chaokun Wang, Yunkai Lou, Hao Feng. 2551-2564 [doi]
• Unsupervised Graph Outlier Detection: Problem Revisit, New Insight, and Superior MethodYihong Huang, Liping Wang 0001, Fan Zhang, Xuemin Lin 0003. 2565-2578 [doi]
• Towards Efficient Shortest Path Counting on Billion-Scale GraphsYiqi Wang, Long Yuan, Zi-chen, Wenjie Zhang 0001, Xuemin Lin 0001, Qing Liu. 2579-2592 [doi]
• UADB: Unsupervised Anomaly Detection BoosterHangting Ye, Zhining Liu 0002, Xinyi Shen, Wei Cao, Shun Zheng, Xiaofan Gui, Huishuai Zhang, Yi Chang, Jiang Bian 0002. 2593-2606 [doi]
• Integrating Connection Search in Graph QueriesAngelos-Christos G. Anadiotis, Ioana Manolescu, Madhulika Mohanty. 2607-2620 [doi]
• AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality EstimationJintao Zhang, Chao Zhang, Guoliang Li 0001, Chengliang Chai. 2621-2633 [doi]
• Efficient and Compact Spreadsheet Formula GraphsDixin Tang, Fanchao Chen, Christopher De Leon, Tana Wattanawaroon, Jeaseok Yun, Srinivasan Seshadri, Aditya G. Parameswaran. 2634-2646 [doi]
• A Hierarchical Approach to Anomalous Subgroup DiscoveryEliana Pastor, Elena Baralis, Luca de Alfaro. 2647-2659 [doi]
• PrivNUD: Effective Range Query Processing under Local Differential PrivacyNing Wang, Yaohua Wang, Zhigang Wang 0001, Jie Nie, Zhiqiang Wei 0002, Peng Tang, Yu Gu, Ge Yu 0001. 2660-2672 [doi]
• Contrastive Enhanced Slide Filter Mixer for Sequential RecommendationXinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu 0001, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou 0001. 2673-2685 [doi]
• Skyline Micro-Cluster Query: A Novel and Practical Spatial QueryJing Lu, Yuhai Zhao, Zhengkui Wang, Guoren Wang. 2686-2698 [doi]
• Index-Based Biclique Percolation Communities Search on Bipartite GraphsZi-chen, Yiwei Zhao, Long Yuan, Xuemin Lin 0001, Kai Wang. 2699-2712 [doi]
• Semi-supervised Learning with Network Embedding on Ambient RF Signals for Geofencing ServicesWeipeng Zhuo, Ka Ho Chiu, Jierun Chen, Jiajie Tan, Edmund Sumpena, S.-H. Gary Chan, Sangtae Ha, Chul-Ho Lee. 2713-2726 [doi]
• Improving Progressive Retrieval for HPC Scientific Data using Deep Neural NetworkJinzhen Wang, Xin Liang 0001, Ben Whitney, Jieyang Chen, Qian Gong, Xubin He, Lipeng Wan, Scott Klasky, Norbert Podhorszki, Qing Liu 0002. 2727-2739 [doi]
• Dynamic Private Task Assignment under Differential PrivacyLeilei Du, Peng Cheng, Libin Zheng, Wei Xi, Xuemin Lin 0001, Wenjie Zhang 0001, Jing Fang. 2740-2752 [doi]
• Couper: Memory-Efficient Cardinality Estimation under Unbalanced DistributionXun Song, Jiaqi Zheng, Hao Qian, Shiju Zhao, Hongxuan Zhang, Xuntao Pan, Guihai Chen. 2753-2765 [doi]
• Layph: Making Change Propagation Constraint in Incremental Graph Processing by Layering GraphSong Yu, Shufeng Gong, Yanfeng Zhang, Wenyuan Yu, Qiang Yin 0002, Chao Tian 0001, Qian Tao, Yongze Yan, Ge Yu 0001, Jingren Zhou. 2766-2779 [doi]
• Metam: Goal-Oriented Data DiscoverySainyam Galhotra, Yue Gong, Raul Castro Fernandez. 2780-2793 [doi]
• In-Situ Cross-Database Query ProcessingHaralampos Gavriilidis, Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl. 2794-2807 [doi]
• AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural NetworkGuanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang 0001. 2808-2821 [doi]
• A Competition-Aware Approach to Accurate TV Show RecommendationHong-Kyun Bae, Yeon-Chang Lee, Kyungsik Han, Sang-Wook Kim. 2822-2834 [doi]
• dLSM: An LSM-Based Index for Memory DisaggregationRuihong Wang, Jianguo Wang 0001, Prishita Kadam, M. Tamer Özsu, Walid G. Aref. 2835-2849 [doi]
• SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic GraphsXiao Qin 0003, Nasrullah Sheikh, Chuan Lei, Berthold Reinwald, Giacomo Domeniconi. 2850-2863 [doi]
• Database Deadlock Diagnosis for Large-Scale ORM-Based Web ApplicationsZhiyuan Dong, Zhaoguo Wang, Chuanwei Yi, Xian Xu, Jinyuan Zhang, Jinyang Li 0001, Haibo Chen 0001. 2864-2877 [doi]
• EulerFD: An Efficient Double-Cycle Approximation of Functional DependenciesQiongqiong Lin, Yunfan Gu, Jingyan Sai, Jinfei Liu, Kui Ren 0001, Li Xiong 0001, Tianzhen Wang, Yanbei Pang, Sheng Wang, Feifei Li 0001. 2878-2891 [doi]
• Forecasting COVID-19 Dynamics: Clustering, Generalized Spatiotemporal Attention, and Impacts of Mobility and Geographic ProximityTong Shen, Yang Li 0183, José M. F. Moura. 2892-2904 [doi]
• Fed-SC: One-Shot Federated Subspace Clustering over High-Dimensional DataSongjie Xie, Youlong Wu, Kewen Liao, Lu Chen 0008, Chengfei Liu, Haifeng Shen, MingJian Tang 0001, Lu Sun. 2905-2918 [doi]
• Towards Optimizing Storage Costs on the CloudKoyel Mukherjee, Raunak Shah, Shiv Kumar Saini, Karanpreet Singh, Khushi, Harsh Kesarwani, Kavya Barnwal, Ayush Chauhan. 2919-2932 [doi]
• Contrastive Trajectory Similarity Learning with Dual-Feature AttentionYanchuan Chang, Jianzhong Qi 0001, Yuxuan Liang, Egemen Tanin. 2933-2945 [doi]
• Towards a GML-Enabled Knowledge Graph PlatformHussein Abdallah, Essam Mansour 0001. 2946-2954 [doi]
• Cross-Domain Disentangled Learning for E-Commerce Live Streaming RecommendationYixin Zhang, Yong Liu, Hao Xiong, Yi Liu, Fuqiang Yu, Wei He 0020, Yonghui Xu, LiZhen Cui, Chunyan Miao. 2955-2968 [doi]
• HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information ExtractionJie Zhou, Xianshuai Cao, Wenhao Li, Lin Bo, Kun Zhang, Chuan Luo, Qian Yu. 2969-2975 [doi]
• OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent MemoryCheng Chen, Yilin Wang, Jun Yang, Yiming Liu, Mian Lu, Zhao Zheng, Bingsheng He, Weng-Fai Wong, Liang You, Penghao Sun, Yuping Zhao, Fenghua Hu, Andy Rudoff. 2976-2987 [doi]
• Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge GraphShumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang 0001, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen. 2988-3002 [doi]
• REDE: Exploring Relay Transportation for Efficient Last-mile DeliveryWenjun Lyu, Haotian Wang, Zhiqing Hong, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang. 3003-3016 [doi]
• ALT: An Automatic System for Long Tail Scenario ModelingYa Lin Zhang, Jun Zhou, Yankun Ren, Yue Zhang, Xinxing Yang, Meng Li, Qitao Shi, Longfei Li. 3017-3030 [doi]
• Scalable Online Interval Join on Modern Multicore Processors in OpenMLDBHao Zhang, Xianzhi Zeng, Shuhao Zhang 0001, Xinyi Liu, Mian Lu, Zhao Zheng. 3031-3042 [doi]
• Accelerating Cloud-Native Databases with Distributed PMem StoresJason Sun, Haoxiang Ma, Li Zhang, Huicong Liu, Haiyang Shi, Shangyu Luo, Kai Wu, Kevin Bruhwiler, Cheng Zhu, Yuanyuan Nie, Jianjun Chen, Lei Zhang, Yuming Liang. 3043-3057 [doi]
• Hierarchical Interest Modeling of Long-tailed Users for Click-Through Rate PredictionXu Xie, Jin Niu, Lifang Deng, Dan Wang, Jiandong zhang, Zhihua Wu, Kaigui Bian, Gang Cao, Bin Cui 0001. 3058-3071 [doi]
• Automatic Synonym Extraction and Context-based Query Reformulation for Points-of-Interest SearchPengfei Li, Gaurav. 3072-3078 [doi]
• MAMDR: A Model Agnostic Learning Framework for Multi-Domain RecommendationLinhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Shirui Pan. 3079-3092 [doi]
• Efficient and Effective Path Compression in Large GraphsYilun Huang 0001, Dong Wen, Longbin Lai, Zhengping Qian, Lu Qin 0001, Ying Zhang. 3093-3105 [doi]
• Modeling Intra- and Inter-community Information for Route and Time Prediction in Last-mile DeliveryYuting Qiang, Haomin Wen, LiXia Wu, Xiaowei Mao, Fan Wu, Huaiyu Wan, Haoyuan Hu. 3106-3112 [doi]
• DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion EstimationFeng Zhu, Mingjie Zhong, Xinxing Yang, Longfei Li, Lu Yu 0006, Tiehua Zhang, Jun Zhou, Chaochao Chen 0001, Fei Wu, Guanfeng Liu 0001, Yan Wang. 3113-3125 [doi]
• COME: Learning to Coordinate Crowdsourcing and Regular Couriers for Offline Delivery During Online Mega Sale DaysGuanzhou Zhu, Dong Zhao 0001, Yizong Wang, Haotian Wang, Desheng Zhang, Huadong Ma. 3126-3139 [doi]
• FLBooster: A Unified and Efficient Platform for Federated Learning AccelerationZhiHao Zeng, Yuntao Du 0002, Ziquan Fang, Lu Chen, Shiliang Pu, Guodong Chen, Hui Wang, Yunjun Gao. 3140-3153 [doi]
• ResuFormer: Semantic Structure Understanding for Resumes via Multi-Modal Pre-trainingKaichun Yao, Jingshuai Zhang, Chuan Qin 0002, Xin Song, Peng Wang, Hengshu Zhu, Hui Xiong. 3154-3167 [doi]
• SUFS: A Generic Storage Usage Forecasting Service Through Adaptive Ensemble LearningLuming Sun, Shijin Gong, Tieying Zhang, Fuxin Jiang, Zhibing Zhao, Jianjun Chen, Xinyu Zhang. 3168-3181 [doi]
• GARCIA: Powering Representations of Long-tail Query with Multi-granularity Contrastive LearningWeifan Wang 0005, Binbin Hu, Zhicheng Peng, Mingjie Zhong, Zhiqiang Zhang, Zhongyi Liu, Guannan Zhang, Jun Zhou. 3182-3195 [doi]
• Backward-Sort for Time Series in Apache IoTDBXiaojian Zhang, Hongyin Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang. 3196-3208 [doi]
• Learned Probing Cardinality Estimation for High-Dimensional Approximate NN SearchBolong Zheng, Ziyang Yue, Qi Hu, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou 0001, Christian S. Jensen. 3209-3221 [doi]
• Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerceJuan Gong, Zhenlin Chen, Chaoyi Ma, Zhuojian Xiao, Haonan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yunjiang Jiang. 3222-3234 [doi]
• InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge GraphsDalong Zhang, Xianzheng Song, Zhiyang Hu, Yang Li, Miao Tao, Binbin Hu, Lin Wang, Zhiqiang Zhang, Jun Zhou. 3235-3247 [doi]
• Who Would be Interested in Services? An Entity Graph Learning System for User TargetingDan Yang, Binbin Hu, Xiaoyan Yang, Yue Shen, Zhiqiang Zhang, Jinjie Gu, Guannan Zhang. 3248-3254 [doi]
• Impact-aware Maneuver Decision with Enhanced Perception for Autonomous VehicleShuncheng Liu 0001, Yuyang Xia, Xu Chen 0023, Jiandong Xie, Han Su, Kai Zheng 0001. 3255-3268 [doi]
• SAMI: A Shape-Aware Cycling Map Inference Framework for Designated Driving ServiceWenyi Shen, Wenyu Wu, Jiali Mao, Jie Chen, Shaosheng Cao, Lisheng Zhao, Aoying Zhou, Lin Zhou. 3269-3281 [doi]
• Pusion - A Generic and Automated Framework for Decision FusionYannick Wilhelm, Peter Reimann 0002, Wolfgang Gauchel, Steffen Klein, Bernhard Mitschang. 3282-3295 [doi]
• 2G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint PredictionTianyue Cai, Huaiyu Wan, Fan Wu, Haomin Wen, Shengnan Guo 0001, LiXia Wu, Haoyuan Hu, Youfang Lin. 3296-3308 [doi]
• UniMatch: A Unified User-Item Matching Framework for the Multi-purpose Merchant MarketingQifang Zhao, Tianyu Li, Meng Du, Yu Jiang, Qinghui Sun, Zhongyao Wang, Hong Liu, Huan Xu. 3309-3321 [doi]
• Dataset Similarity Detection for Global Deduplication in the DD File SystemTony Wong, Smriti Thakkar, Kao-Feng Hsieh, Zachary Tom, Hetaben Saraiya, Philip Shilane. 3322-3335 [doi]
• Reactive Company Control in Company Knowledge GraphsDavide Magnanimi, Luigi Bellomarini, Stefano Ceri, Davide Martinenghi. 3336-3348 [doi]
• AIM: A practical approach to automated index management for SQL databasesRitwik Yadav, Satyanarayana R. Valluri, Mohamed Zaït. 3349-3362 [doi]
• PM-Blade: A Persistent Memory Augmented LSM-tree Storage for DatabaseYinan Zhang, Huiqi Hu, Xuan Zhou, Enlong Xie, Hongdi Ren, Le Jin. 3363-3375 [doi]
• Firestore: The NoSQL Serverless Database for the Application DeveloperRam Kesavan, David Gay, Daniel Thevessen, Jimit Shah, C. Mohan. 3376-3388 [doi]
• Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender SystemsXiong-Hui Chen, Bowei He, Yang Yu 0001, Qingyang Li, Zhiwei Tony Qin, Wenjie Shang, Jieping Ye, Chen Ma 0001. 3389-3402 [doi]
• Delivery Time Prediction Using Large-Scale Graph Structure Learning Based on Quantile RegressionLei Zhang, Xin Zhou, Zhiwei Zeng, Yiming Cao, Yonghui Xu, Mingliang Wang, Xingyu Wu, Yong Liu 0020, LiZhen Cui, Zhiqi Shen 0001. 3403-3416 [doi]
• Cougar: A General Framework for Jobs Optimization In CloudBo Sang, Shuwei Gu, Xiaojun Zhan, MingJie Tang, Jian Liu, Xuan Chen, Jie Tan, Haoyuan Ge, Ke Zhang, Ruoyi Ruan, Wei Yan. 3417-3429 [doi]
• Continual Causal Inference with Incremental Observational DataZhixuan Chu, Ruopeng Li, Stephen L. Rathbun, Sheng Li 0001. 3430-3439 [doi]
• Automatic Fusion Network for Cold-start CVR Prediction with Explicit Multi-Level RepresentationJipeng Jin, Guangben Lu, Sijia Li, Xiaofeng Gao 0001, Ao Tan, Lifeng Wang. 3440-3452 [doi]
• Tele-Knowledge Pre-training for Fault AnalysisZhuo Chen 0007, Wen Zhang 0015, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Mingyi Chen, Zhaoyang Lian, Yingying Li, Lei Cheng, Huajun Chen. 3453-3466 [doi]
• Decision Support System for Chronic Diseases Based on Drug-Drug InteractionsTian Bian, Yuli Jiang, Jia Li, Tingyang Xu, Yu Rong, Yi Su, Timothy C. Y. Kwok, Helen Meng, Hong Cheng 0001. 3467-3480 [doi]
• Two-Sided Instant Incentive Optimization under a Shared Budget in Ride-Hailing ServicesJunLin Chen, Xin Liu, Weidong Liu, Hai Jiang 0002. 3481-3493 [doi]
• LightMIRM: Light Meta-learned Invariant Risk Minimization for Trustworthy Loan Default PredictionMeng Jiang, Yang Zhang, Yuan Gao, Yansong Wang, Fuli Feng, Xiangnan He 0001. 3494-3507 [doi]
• StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time ApplicationsMariam Barry, Jacob Montiel, Albert Bifet, Sameer Wadkar, Nikolay Manchev, Max Halford, Raja Chiky, Saad El Jaouhari, Katherine B. Shakman, Joudi Al Fehaily, Fabrice Le Deit, Vinh Thuy Tran, Eric Guerizec. 3508-3521 [doi]
• GCRL: Efficient Delivery Area Assignment for Last-mile Logistics with Group-based Cooperative Reinforcement LearningHai Wang, Shuai Wang 0008, Yu Yang 0010, Desheng Zhang. 3522-3534 [doi]
• A Rule-based Decision System for Financial ApplicationsMeng Li, Jun Zhou 0011, Lu Yu 0006, Xiaoguang Huang, Yongfeng Gu, Yi Ding, Hao Ding, Longfei Li. 3535-3548 [doi]
• BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering ServiceBoya Du, Shaochuan Lin, Jiong Gao, Xiyu Ji, Mengya Wang, Taotao Zhou, Hengxu He, Jia Jia, Ning Hu. 3549-3562 [doi]
• Efficient Parallel Mining of High-utility Itemsets on Multicore ProcessorsGenki Kimura, Yuto Hayamizu, Rage Uday Kiran, Masaru Kitsuregawa, Kazuo Goda. 3563-3577 [doi]
• The LSM Design Space and its Read OptimizationsSubhadeep Sarkar, Niv Dayan, Manos Athanassoulis. 3578-3584 [doi]
• Synthetic Data Generation for Enterprise DBMSAnupam Sanghi, Jayant R. Haritsa. 3585-3588 [doi]
• Graph Neural Networks for Tabular Data LearningCheng-Te Li, Yu-Che Tsai, Jay Chiehen Liao. 3589-3592 [doi]
• User-Defined Functions in Modern Data EnginesYannis Foufoulas, Alkis Simitsis. 3593-3598 [doi]
• SVQ-ACT: Querying for Actions over VideosDaren Chao, Kaiwen Chen, Nick Koudas. 3599-3602 [doi]
• GenSql: A Generative Natural Language Interface to Database SystemsYuankai Fan, Tonghui Ren, Zhenying He, X. Sean Wang, Ye Zhang, Xingang Li. 3603-3606 [doi]
• MetroWatch: A Predictive System to Estimate Travel Attributes Using Smart Card DataJanaka Chathuranga Brahmanage, Thivya Kandappu, Baihua Zheng. 3607-3610 [doi]
• Graph-based Tool for Exploring PubMed Knowledge BaseSimone Bottoni, Alberto Trombetta, Flavio Bertini 0001, Danilo Montesi, Francesca Bonin, Alessandra Pascale, Martin Gleize, Pierpaolo Tommasi. 3611-3614 [doi]
• BLUTune: Tuning Up IBM Db2 with MLConnor Henderson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte. 3615-3618 [doi]
• FALL: A Modular Adaptive Learning Platform for Streaming DataBen Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet. 3619-3622 [doi]
• iORDER: Mining Implicit Domain OrdersAlexander Bianchi, Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta. 3623-3626 [doi]
• PyLatheDB - A Library for Relational Keyword Search with Support to Schema ReferencesPaulo Martins 0005, Ariel Afonso, Altigran S. da Silva. 3627-3630 [doi]
• CREDENCE: Counterfactual Explanations for Document RankingJoel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta. 3631-3634 [doi]
• Example Searcher: A Spatial Query System via ExampleJun Xuan Yew, Ningyi Liao, Dingheng Mo, Siqiang Luo. 3635-3638 [doi]
• CrypText: Database and Interactive Toolkit of Human-Written Text Perturbations in the WildThai Le, Yiran Ye, Yifan Hu 0001, Dongwon Lee 0001. 3639-3642 [doi]
• EdgeVisionBench: A Benchmark of Evolving Input Domains for Vision Applications at EdgeQinglong Zhang, Rui Han 0001, Chi Harold Liu, Guoren Wang, Lydia Y. Chen. 3643-3646 [doi]
• Traveling Back in Time: A Visual Debugger for Stream Processing ApplicationsTimo Räth, Kai-Uwe Sattler. 3647-3650 [doi]
• An Efficient Generative Data Imputation Toolbox with Adversarial LearningYangyang Wu, Xiaoye Miao, Zilinghan Li, Shilan He, Xinkai Yuan, Jianwei Yin. 3651-3654 [doi]
• DaRAV: A Tool for Visualizing De-Anonymization RisksEmmanouil Adamakis, Michael Boch, Alexandros Bampoulidis, George Margetis, Stefan Gindl, Constantine Stephanidis. 3655-3658 [doi]
• Unshackling Database Benchmarking from Synthetic WorkloadsParimarjan Negi, Laurent Bindschaedler, Mohammad Alizadeh, Tim Kraska, Jyoti Leeka, Anja Gruenheid, Matteo Interlandi. 3659-3662 [doi]
• Causal What-If and How-To Analysis Using HypeRFangzhu Shen, Kayvon Heravi, Oscar Gomez, Sainyam Galhotra, Amir Gilad, Sudeepa Roy, Babak Salimi. 3663-3666 [doi]
• CORGI: An interactive framework for Customizable and Robust Location ObfuscationPrimal Pappachan, Vishnu Sharma Hunsur Manjunath, Chenxi Qiu, Anna Cinzia Squicciarini, Hailey Onweller. 3667-3670 [doi]
• T-FinKB: A Platform of Temporal Financial Knowledge Base ConstructionXinyi Zhu, Liping Wang, Hao Xin, Xiaohan Wang, Zhifeng Jia, Jiyao Wang, Chunming Ma, Yuxiang Zengt. 3671-3674 [doi]
• The Metaverse Data Deluge: What Can We Do About It?Beng Chin Ooi, Gang Chen 0001, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Bingxue Zhang, Meihui Zhang 0001. 3675-3687 [doi]
• Relational Fabric: Transparent Data TransformationTarikul Islam Papon, Ju-Hyoung Mun, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso 0001, Manos Athanassoulis. 3688-3698 [doi]
• Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation AnalyticsViktor Sanca, Anastasia Ailamaki. 3699-3707 [doi]
• Nested Loops Revisited AgainHiroyuki Yamada, Kazuo Goda, Masaru Kitsuregawa. 3708-3717 [doi]
• Understanding the Price of Data in Commercial Data MarketplacesSantiago Andrés Azcoitia, Costas Iordanou, Nikolaos Laoutaris. 3718-3728 [doi]
• Amalur: Data Integration Meets Machine LearningRihan Hai 0003, Christos Koutras, Andra Ionescu, Ziyu Li, Wenbo Sun, Jessie van Schijndel, Yan Kang, Asterios Katsifodimos. 3729-3739 [doi]
• SPA: Economical and Workload-Driven Indexing for Data Analytics in the CloudPeter A. Boncz, Yannis Chronis, Jan Finis, Stefan Halfpap, Viktor Leis, Thomas Neumann 0001, Anisoara Nica, Caetano Sauer, Knut Stolze, Marcin Zukowski. 3740-3746 [doi]
• Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision MakingShubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter. 3747-3754 [doi]
• Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract)Yangyang Guo, Zhiyong Cheng 0001, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang. 3755-3756 [doi]
• A High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract)Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia. 3757-3758 [doi]
• Intention-aware Sequential Recommendation with Structured Intent Transition : (Extended Abstract)Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu 0001. 3759-3760 [doi]
• CPiX: Real-Time Analytics Over Out-of-Order Data Streams by Incremental Sliding-Window AggregationSavong Bou, Hiroyuki Kitagawa, Toshiyuki Amagasa. 3759-3760 [doi]
• Consensus One-step Multi-view Subspace Clustering (Extended abstract)Pei Zhang 0008, Xinwang Liu, Jian Xiong 0002, Sihang Zhou, Wentao Zhao, En Zhu, Zhiping Cai. 3761-3762 [doi]
• Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model (Extended Abstract)Weichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha. 3763-3764 [doi]
• Exploiting Reuse for GPU Subgraph Enumeration (Extended Abstract)Wentian Guo, Yuchen Li 0001, Kian-Lee Tan. 3765-3766 [doi]
• Reachability Queries with Label and Substructure Constraints on Knowledge Graphs (Extended abstract)Xiaolong Wan, Hongzhi Wang 0001. 3769-3770 [doi]
• Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning (Extended Abstract)Yifan Zhang, Peilin Zhao, Qingyao Wu, Bin Li 0027, JunZhou Huang, Mingkui Tan. 3771-3772 [doi]
• Collective Decision for Open Set Recognition (Extended Abstract)Chuanxing Geng, Songcan Chen. 3773-3774 [doi]
• Multi-task Learning for Recommendation over Heterogeneous Information Network (Extended abstract)Hui Li, Yanlin Wang, Ziyu Lyu, Jieming Shi. 3775-3776 [doi]
• Anomaly Detection in Quasi-Periodic Time Series based on Automatic Data Segmentation and Attentional LSTM-CNN (Extended Abstract)Fan Liu, Xingshe Zhou 0001, Jinli Cao, Zhu Wang 0001, Tianben Wang, Hua Wang, Yanchun Zhang. 3777-3778 [doi]
• A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications (Extended abstract)Shanjiang Tang, Bingsheng He, Ce Yu, Yusen Li, Kun Li. 3779-3780 [doi]
• Data Representation by Joint Hypergraph Embedding and Sparse Coding (Extended Abstract)Guo-Zhong, Chi-Man Pun. 3781-3782 [doi]
• Attribute Graph Neural Networks for Strict Cold Start Recommendation : Extended AbstractTieyun Qian, Yile Liang, Qing Li 0001, Hui Xiong 0001. 3783-3784 [doi]
• A Review for Weighted MinHash Algorithms (Extended abstract)Wei Wu 0011, Bin Li 0015, Ling Chen 0006, Junbin Gao, Chengqi Zhang. 3785-3786 [doi]
• Efficient Processing of Group Planning Queries Over Spatial-Social Networks (Extended Abstract)Ahmed Al-Baghdadi, Gokarna Sharma, Xiang Lian. 3787-3788 [doi]
• An Optimal Online Semi-connected PLA Algorithm with Maximum Error Bound (Extended Abstract)Huanyu Zhao, Chaoyi Pang, Kotagiri Ramamohanarao, Christopher Kuo Pang, Ke Deng, Jian Yang, Tongliang Li. 3789-3790 [doi]
• Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding (Extended Abstract)Thanh-Tam Nguyen, Chi Thang Duong, Hongzhi Yin, Matthias Weidlich 0001, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen. 3791-3792 [doi]
• A New Belief-Based Incomplete Pattern Unsupervised Classification Method : Extended AbstractZuowei Zhang 0001, Zhe Liu 0041, Zongfang Ma, Yiru Zhang, Hao Wang 0003. 3793-3794 [doi]
• A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges (Extended Abstract)David Alexander Tedjopurnomo, Zhifeng Bao, Baihua Zheng, Farhana Murtaza Choudhury, A. K. Qin. 3795-3796 [doi]
• Achieving Privacy-preserving and Lightweight Truth Discovery in Mobile Crowdsensing (Extended abstract)Jianchao Tang, Shaojing Fu, Ximeng Liu, Yuchuan Luo, Ming Xu 0002. 3797-3798 [doi]
• A Deep Multi-View Framework for Anomaly Detection on Attributed Networks (Extended Abstract)Zhen Peng, Minnan Luo, Jundong Li, Luguo Xue, Qinghua Zheng. 3799-3800 [doi]
• Collaborative List-and-Pairwise Filtering from Implicit Feedback : Extended AbstractRunlong Yu, Qi Liu, Yuyang Ye, Mingyue Cheng, Enhong Chen, Jianhui Ma. 3801-3802 [doi]
• A Survey on Knowledge Graph-Based Recommender Systems : Extended AbstractQingyu Guo, Fuzhen Zhuang, Chuan Qin 0002, Hengshu Zhu, Xing Xie 0001, Hui Xiong 0001, Qing He 0003. 3803-3804 [doi]
• Few-Shot Named Entity Recognition via Meta-Learning (Extended Abstract)Jing Li, Billy Chiu, Shanshan Feng, Hao Wang. 3805-3806 [doi]
• Context-aware Service Recommendation based on Knowledge Graph Embedding (Extended Abstract)Haithem Mezni, Djamal Benslimane, Ladjel Bellatreche. 3807-3808 [doi]
• Lamps: Location-Aware Moving Top-k Pub/Sub (Extended abstract)Shunya Nishio, Daichi Amagata, Takahiro Hara. 3809-3810 [doi]
• Unsupervised Feature Learning Architecture with Multi-clustering Integration RBMJielei Chu, Hongjun Wang 0002, Jing Liu, Zhiguo Gong, Tianrui Li 0001. 3811-3812 [doi]
• Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract)Meng Chen 0003, Yan Zhao 0008, Yang Liu 0008, Xiaohui Yu 0001, Kai Zheng 0001. 3813-3814 [doi]
• Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding : Extended AbstractYang Liu 0200, Xiang Ao 0001, Linfeng Dong, Chao Zhang 0014, Jin Wang 0007, Qing He 0003. 3815-3816 [doi]
• A Survey on Deep Learning for Named Entity Recognition : Extended AbstractJing Li, Aixin Sun, Jianglei Han, Chenliang Li. 3817-3818 [doi]
• Data Dependencies Extended for Variety and Veracity: A Family Tree (Extended abstract)Shaoxu Song, Fei Gao, Ruihong Huang, Chaokun Wang. 3819-3820 [doi]
• Modelling High-Order Social Relations for Item Recommendation (Extended Abstract)Yang Liu 0245, Liang Chen 0001, Xiangnan He 0001, Jiaying Peng, Zibin Zheng, Jie Tang 0001. 3821-3822 [doi]
• Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery (Extended Abstract)Lihui Lin, Yanghui Rao, Haoran Xie 0001, Raymond Y. K. Lau, Jian Yin 0001, Fu Lee Wang, Qing Li. 3823-3824 [doi]
• Towards Understanding the Instability of Network Embedding (Extended Abstract)Chenxu Wang, Wei Rao, Wenna Guo, Pinghui Wang, Jun Liu, Xiaohong Guan. 3825-3826 [doi]
• Enabling Time-Centric Computation for Efficient Temporal Graph Traversals From Multiple Sources (Extended abstract)Jaewook Byun. 3827-3828 [doi]
• Iterative Refinement for Multi-Source Visual Domain Adaptation (Extended abstract)Hanrui Wu, Yuguang Yan, Guosheng Lin, Min Yang 0007, Michael K. Ng 0001, Qingyao Wu. 3829-3830 [doi]
• Learning Deep Graph Representations via Convolutional Neural Networks (Extended abstract)Wei Ye 0001, Omid AskariSichani, Alex T. Jones, Ambuj K. Singh. 3831-3832 [doi]
• Incorporating User's Preference into Attributed Graph Clustering : Extended abstractWei Ye 0001, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant. 3833-3834 [doi]
• Tensor Canonical Correlation Analysis Networks for Multi-view Remote Sensing Scene Recognition (Extended Abstract)Xinghao Yang, Weifeng Liu, Wei Liu 0007. 3835-3836 [doi]
• Modeling Product's Visual and Functional Characteristics for Recommender Systems (Extended Abstract)Bin Wu 0019, Xiangnan He 0001, Yu Chen, Liqiang Nie, Kai Zheng 0001, Yangdong Ye. 3837-3838 [doi]
• Looking Back on the Past: Active Learning with Historical Evaluation Results : Extended AbstractJing Yao, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen. 3839-3840 [doi]
• DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction : Extended AbstractJiajing Zhu, Yongguo Liu, Chuanbiao Wen, Xindong Wu 0001. 3841-3842 [doi]
• T-PAIR: Temporal Node pair Embedding for Automatic Biomedical Hypothesis Generation (Extended abstract)Uchenna Akujuobi, Michael Spranger, Sucheendra K. Palaniappan, Xiangliang Zhang 0001. 3843-3844 [doi]
• A Novel Discriminative Dictionary Pair Learning Constrained by Ordinal Locality for Mixed Frequency Data Classification : Extended abstractHong Yu 0007, Qian Yang, Guoyin Wang 0001, Yongfang Xie. 3845-3846 [doi]
• A Self-play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario : Extended AbstractHuan Rong, Victor S. Sheng, Tinghuai Ma, Yang Zhou 0001, Mznah Al-Rodhaan. 3847-3848 [doi]
• Discovering Structural Errors From Business Process Event Logs (Extended Abstract)Wei Song 0003, Zhen Chang, Hans-Arno Jacobsen, Pengcheng Zhang. 3849-3850 [doi]
• A Deep Neural Network for Crossing-City POI Recommendations : (Extended Abstract)Dichao Li, Zhiguo Gong. 3851-3852 [doi]
• Discovery of Cross Joins (Extended Abstract)Miika Hannula, Zhuoxing Zhang, Bor-Kuan Song, Sebastian Link. 3853-3854 [doi]
• Transferable Feature Selection for Unsupervised Domain Adaptation : Extended AbstractYuguang Yan, Hanrui Wu, Yuzhong Ye, Chaoyang Bi, Min Lu, Dapeng Liu, Qingyao Wu, Michael H. K. Ng. 3855-3856 [doi]
• Enhanced Discrete Multi-modal Hashing: More Constraints yet Less Time to Learn (Extended Abstract)Yong Chen 0008, Hui Zhang 0028, Zhibao Tian, Jun Wang, Dell Zhang, Xuelong Li 0001. 3857-3858 [doi]
• Efficient Regular Expression Matching Based on Positional Inverted Index : (Extended Abstract)Tao Qiu, Xiaochun Yang 0001, Bin Wang 0015, Wei Wang. 3859-3860 [doi]
• Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM (Extended abstract)Chi Harold Liu, Yu Wang 0115, Chengzhe Piao, Zipeng Dai, Ye Yuan 0001, Guoren Wang, Dapeng Wu 0001. 3861-3862 [doi]
• Hierarchical Contextual Embeddings for Context-Aware Recommendations (Extended Abstract)Moshe Unger, Alexander Tuzhilin. 3863-3864 [doi]
• Deep Bayesian Active Learning for Learning to Rank: A Case Study in Answer Selection (Extended Abstract)Qunbo Wang, Wenjun Wu 0001, Yuxing Qi, Yongchi Zhao. 3865-3866 [doi]
• Mining High Quality Patterns Using Multi-Objective Evolutionary Algorithm (Extended Abstract)Wei Fang, Qiang Zhang, Jun Sun, Xiaojun Wu. 3867-3868 [doi]
• Efficient Hierarchical Storage Management Empowered by Reinforcement Learning Extended AbstractTianru Zhang, Andreas Hellander, Salman Toor. 3869-3870 [doi]
• Deep Feature-Based Text Clustering and Its ExplanationRenchu Guan, Hao Zhang, Yanchun Liang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng. 3871-3872 [doi]
• HAM: Hybrid Associations Models for Sequential Recommendation (Extended abstract)Bo Peng, Zhiyun Ren, Srinivasan Parthasarathy 0001, Xia Ning. 3873-3874 [doi]
• MMCo-Clus - An Evolutionary Co-clustering Algorithm for Gene Selection (Extended abstract)Laizhong Cui, Sudipta Acharya, Sumit Mishra, Yi Pan 0001, Joshua Zhexue Huang. 3875-3876 [doi]
• Video Super-Resolution Reconstruction Based on Deep Learning and Spatio-Temporal Feature Self-similarity (Extended abstract)MeiYu Liang, Junping Du, Linghui Li, Zhe Xue, Xiaoxiao Wang 0006, Feifei Kou, Xu Wang. 3877-3878 [doi]
• Attributed Transition-Based Domain Control Knowledge for Domain-Independent Planning (Extended Abstract)Lukás Chrpa, Roman Barták, Jindrich Vodrázka, Marta Vomlelová. 3879-3880 [doi]
• HyperMinHash: MinHash in LogLog Space (Extended Abstract)Yun William Yu, Griffin M. Weber. 3881-3882 [doi]
• BrePartition: Optimized High-Dimensional kNN Search with Bregman Distances (Extended Abstract)Yang Song, Yu Gu, Rui Zhang, Ge Yu 0001. 3883-3884 [doi]
• A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective Classification : Extended abstractChao Han, Jian Chen, Mingkui Tan, Michael K. Ng 0001, Qingyao Wu. 3885-3886 [doi]
• Adversarial Deep Embedded Clustering: On a better trade-off between Feature Randomness and Feature Drift (Extended abstract)Nairouz Mrabah, Mohamed Bouguessa, Riadh Ksantini. 3887-3888 [doi]
• Bipartite Graph based Multi-view Clustering (Extended Abstract)Lusi Li, Haibo He. 3889-3890 [doi]
• Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering (Extended abstract)Nairouz Mrabah, Mohamed Bouguessa, Mohamed Fawzi Touati, Riadh Ksantini. 3891-3892 [doi]
• Extract Human Mobility Patterns Powered by City Semantic Diagram : Extended AbstractZhangqing Shan, Weiwei Sun 0008, Baihua Zheng. 3893-3894 [doi]
• Verifying the Correctness of Analytic Query Results (Extended Abstract)Masoud Nosrati, Ying Cai. 3895-3896 [doi]
• Efficient Sink-Reachability Analysis via Graph Reduction (Extended Abstract)Jens Dietrich 0001, Lijun Chang, Long Qian, Lyndon M. Henry, Catherine McCartin, Bernhard Scholz. 3897-3898 [doi]
• The Node-Similarity Distribution of Complex Networks and Its Applications in Link Prediction (Extended Abstract)Cunlai Pu, Jie Li, Jian Wang 0001, Tony Q. S. Quek. 3899-3900 [doi]
• Database Meets Artificial Intelligence: A Survey (Extended Abstract)Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun. 3901-3902 [doi]
• Data Additive Residual Learning based Yield Prediction for Semiconductor ManufacturingYoujin Lee. 3903-3907 [doi]
• Knowledge Graph Embedding Based on Graph Neural NetworkShuang Liang. 3908-3912 [doi]
• ∗Nico Lässig. 3913-3917 [doi]
• INTERPRET: An INtegrated and adapTive framEwoRk to support Policy-makers in the urban EnvironmenTEmilia Lenzi. 3918-3922 [doi]
• Human-AI Complex Task PlanningSepideh Nikookar. 3923-3927 [doi]
• Multimodal Biological Knowledge Graph Completion via Triple Co-Attention MechanismDerong Xu, Jingbo Zhou, Tong Xu 0001, Yuan Xia, Ji Liu, Enhong Chen, Dejing Dou. 3928-3941 [doi]