Abstract is missing.
- Online Cardinality Estimation by Self-morphing BitmapsHaibo Wang 0004, Chaoyi Ma, Shigang Chen, Yuanda Wang. 1-13 [doi]
- Social Graph Restoration via Random Walk SamplingKazuki Nakajima, Kazuyuki Shudo. 1-14 [doi]
- BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly DetectionYulin Zhu, Yuni Lai, Kaifa Zhao, Xiapu Luo, Mingquan Yuan, Jian Ren 0001, Kai Zhou. 14-26 [doi]
- MDZ: An Efficient Error-bounded Lossy Compressor for Molecular DynamicsKai Zhao, Sheng Di, Danny Perez, Xin Liang 0001, Zizhong Chen, Franck Cappello. 27-40 [doi]
- Streaming Algorithms for Diversity Maximization with Fairness ConstraintsYanhao Wang 0001, Francesco Fabbri, Michael Mathioudakis. 41-53 [doi]
- SaPHyRa: A Learning Theory Approach to Ranking Nodes in Large NetworksPhuc Thai, My T. Thai, Tam Vu 0001, Thang N. Dinh. 54-67 [doi]
- Discovering Representative Attribute-stars via Minimum Description LengthJiahong Liu 0001, Min Zhou 0006, Philippe Fournier-Viger, Menglin Yang 0001, Lujia Pan, Mourad Nouioua. 68-80 [doi]
- Distributed Influence Maximization for Large-Scale Online Social NetworksJing Tang 0004, Yuqing Zhu 0006, Xueyan Tang, Kai Han 0003. 81-95 [doi]
- PeriodicSketch: Finding Periodic Items in Data StreamsZhuochen Fan, Yinda Zhang 0002, Tong Yang 0003, Mingyi Yan, Gang Wen, Yuhan Wu, Hongze Li, Bin Cui 0001. 96-109 [doi]
- Accurate and Scalable Graph Neural Networks for Billion-Scale GraphsJuxiang Zeng, Pinghui Wang, Lin Lan, Junzhou Zhao, Feiyang Sun, Jing Tao, Junlan Feng, Min Hu, Xiaohong Guan. 110-122 [doi]
- PAW: Data Partitioning Meets Workload VarianceZhe Li 0011, Man Lung Yiu, Tsz Nam Chan. 123-135 [doi]
- Enhancing Federated Learning with In-Cloud Unlabeled DataLun Wang, Yang Xu 0020, Hongli Xu, JianChun Liu, Zhiyuan Wang, Liusheng Huang. 136-149 [doi]
- GECCO: Constraint-driven Abstraction of Low-level Event LogsAdrian Rebmann, Matthias Weidlich, Han van der Aa. 150-163 [doi]
- The Stair Sketch: Bringing more Clarity to Memorize Recent EventsYikai Zhao, Yubo Zhang, Pu Yi, Tong Yang 0003, Bin Cui 0001, Steve Uhlig. 164-177 [doi]
- Effective Few-Shot Named Entity Linking by Meta-LearningXiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu 0014, Haitao Yuan, Wei Zhang 0056, Zhiyuan Liu, Jianyong Wang 0001. 178-191 [doi]
- MPC: Minimum Property-Cut RDF Graph PartitioningPeng Peng 0001, M. Tamer Özsu, Lei Zou 0001, Cen Yan, Chengjun Liu. 192-204 [doi]
- Time-sensitive POI Recommendation by Tensor Completion with Side InformationBo Hui, Da Yan 0001, Haiquan Chen, Wei-Shinn Ku. 205-217 [doi]
- Nucleus Decomposition in Probabilistic Graphs: Hardness and AlgorithmsFatemeh Esfahani, Venkatesh Srinivasan 0001, Alex Thomo, Kui Wu 0001. 218-231 [doi]
- Highly Efficient String Similarity Search and Join over Compressed IndexesGuorui Xiao, Jin Wang 0007, Chunbin Lin, Carlo Zaniolo. 232-244 [doi]
- Reinforcement Learning Based Query Vertex Ordering Model for Subgraph MatchingHanchen Wang, Ying Zhang 0001, Lu Qin 0001, Wei Wang 0011, Wenjie Zhang 0001, Xuemin Lin 0001. 245-258 [doi]
- Fairness-aware Maximal Clique EnumerationMinjia Pan, Rong-Hua Li, Qi Zhang, Yongheng Dai, Qun Tian, Guoren Wang. 259-271 [doi]
- Evaluating Complex Queries on Streaming GraphsAnil Pacaci, Angela Bonifati, M. Tamer Özsu. 272-285 [doi]
- Dynamic Functional Dependency Discovery with Dynamic Hitting Set EnumerationRenjie Xiao, Yong'an Yuan, Zijing Tan, Shuai Ma 0001, Wei Wang. 286-298 [doi]
- Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized RecommendationYankai Chen 0001, Yaming Yang 0001, Yujing Wang, Jing Bai 0010, Xiangchen Song, Irwin King. 299-311 [doi]
- Continuous Geo-Social Group Monitoring over Moving UsersHuaijie Zhu, Wei Liu 0061, Jian Yin 0001, Mengxiang Wang, Jianliang Xu, Xin Huang, Wang-Chien Lee. 312-324 [doi]
- Constrained Path Search with Submodular Function MaximizationXuefeng Chen 0001, Xin Cao 0001, Yifeng Zeng, Yixiang Fang, Sibo Wang 0001, Xuemin Lin 0001, Liang Feng. 325-337 [doi]
- Academic Expert Finding via $(k, \mathcal{P})$-Core based Embedding over Heterogeneous GraphsXiaoliang Xu, Jun Liu, Yuxiang Wang, Xiangyu Ke. 338-351 [doi]
- AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020Jin Xu, Mingjian Chen, Jianqiang Huang, Xingyuan Tang, Ke Hu, Jian Li, Jia Cheng, Jun Lei. 352-366 [doi]
- Reachability-Driven Influence Maximization in Time-dependent Road-social NetworksYishu Wang, Ye Yuan 0001, Wenjie Zhang 0001, Yi Zhang, Xuemin Lin 0001, Guoren Wang. 367-379 [doi]
- Efficient Top-k Ego-Betweenness SearchQi Zhang, Rong-Hua Li, Minjia Pan, Yongheng Dai, Guoren Wang, Ye Yuan 0001. 380-392 [doi]
- ELDA: Learning Explicit Dual-Interactions for Healthcare AnalyticsQingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang 0059, Chang Yao. 393-406 [doi]
- Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional SpaceJiawei Duan, Qingqing Ye 0001, Haibo Hu 0001. 407-419 [doi]
- Application-Oriented Workload Generation for Transactional Database Performance EvaluationLuyi Qu, Yuming Li, Rong Zhang 0002, Ting Chen, Ke Shu, Weining Qian, Aoying Zhou. 420-432 [doi]
- PRISM: Prefix-Sum based Range Queries Processing Method under Local Differential PrivacyYufei Wang, Xiang Cheng. 433-445 [doi]
- Efficient Reinforcement of Bipartite Networks at Billion ScaleYizhang He, Kai Wang 0037, Wenjie Zhang 0001, Xuemin Lin 0001, Ying Zhang 0001. 446-458 [doi]
- Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented and Distributed Multi-Agent Deep Reinforcement LearningYu Wang 0115, Chi Harold Liu, Chengzhe Piao, Ye Yuan 0001, Rui Han 0001, Guoren Wang, Jian Tang. 459-471 [doi]
- SLUGGER: Lossless Hierarchical Summarization of Massive GraphsKyuhan Lee, Jihoon Ko, Kijung Shin. 472-484 [doi]
- DynaHash: Efficient Data Rebalancing in Apache AsterixDBChen Luo, Michael J. Carey 0001. 485-497 [doi]
- Efficient Personalized Maximum Biclique SearchKai Wang 0037, Wenjie Zhang 0001, Xuemin Lin 0001, Lu Qin 0001, Alexander Zhou. 498-511 [doi]
- Towards Real-Time Counting Shortest Cycles on Dynamic Graphs: A Hub Labeling ApproachQingshuai Feng, You Peng, Wenjie Zhang 0001, Ying Zhang 0001, Xuemin Lin 0001. 512-524 [doi]
- $O^{2}$-SiteRec: Store Site Recommendation under the O2O Model via Multi-graph Attention NetworksHua Yan, Shuai Wang 0008, Yu Yang 0010, Baoshen Guo, Tian He 0001, Desheng Zhang. 525-538 [doi]
- Example-based Spatial Search at ScaleHanyuan Zhang, Siqiang Luo, Jieming Shi, Jing Nathan Yan, Weiwei Sun. 539-551 [doi]
- GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and ConstructionYuanhang Yu, Dong Wen, Ying Zhang 0001, Lu Qin 0001, Wenjie Zhang 0001, Xuemin Lin 0001. 552-564 [doi]
- minIL: A Simple and Small Index for String Similarity Search with Edit DistanceZhong Yang, Bolong Zheng, Xianzhi Wang, Guohui Li 0001, Xiaofang Zhou 0001. 565-577 [doi]
- TeGraph: A Novel General-Purpose Temporal Graph Computing EngineChengying Huan, Hang Liu 0001, Mengxing Liu, Yongchao Liu, Changhua He, Kang Chen, Jinlei Jiang, Yongwei Wu, Shuaiwen Leon Song. 578-592 [doi]
- Clustering-based Partitioning for Large Web GraphsDeyu Kong, Xike Xie, Zhuoxu Zhang. 593-606 [doi]
- Assessing the Existence of a Function in a Dataset with the g3 IndicatorPierre Faure-Giovagnoli, Jean-Marc Petit, Vasile-Marian Scuturici. 607-620 [doi]
- Provenance-aware Discovery of Functional Dependencies on Integrated ViewsUgo Comignani, Laure Berti-Équille, Noël Novelli, Angela Bonifati. 621-633 [doi]
- Linking Entities across Relations and GraphsWenfei Fan, Liang Geng, Ruochun Jin, Ping Lu, Resul Tugay, Wenyuan Yu. 634-647 [doi]
- EC-Graph: A Distributed Graph Neural Network System with Error-Compensated CompressionZhen Song, Yu Gu 0002, Jianzhong Qi 0001, Zhigang Wang, Ge Yu 0001. 648-660 [doi]
- Language-aware Indexing for Conjunctive Path QueriesYuya Sasaki 0001, George Fletcher 0001, Makoto Onizuka. 661-673 [doi]
- COCA: Cost-Effective Collaborative Annotation System by Combining Experts and AmateursJiayu Lei, Zheng Zhang, Lan Zhang, Xiang-Yang Li. 674-685 [doi]
- Reachability Labeling for Distributed GraphsJunhua Zhang, Wentao Li 0001, Lu Qin 0001, Ying Zhang 0001, Dong Wen, LiZhen Cui, Xuemin Lin 0001. 686-698 [doi]
- DualGraph: Improving Semi-supervised Graph Classification via Dual Contrastive LearningXiao Luo, Wei Ju, Meng Qu, Chong Chen 0002, Minghua Deng, Xian-Sheng Hua 0001, Ming Zhang 0004. 699-712 [doi]
- A Data-Driven Spatial-Temporal Graph Neural Network for Docked Bike PredictionGuanyao Li, Xiaofeng Wang, Gunarto Sindoro Njoo, Shuhan Zhong, S.-H. Gary Chan, Chih-Chieh Hung, Wen-Chih Peng. 713-726 [doi]
- MISS: Multi-Interest Self-Supervised Learning Framework for Click-Through Rate PredictionWei Guo, Can Zhang, Zhicheng He 0001, Jiarui Qin, Huifeng Guo, Bo Chen 0023, Ruiming Tang, Xiuqiang He 0001, Rui Zhang. 727-740 [doi]
- Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer ExplanationYuyan Chen, Yanghua Xiao, Bang Liu. 741-754 [doi]
- Maximizing Range Sum in Trajectory DataKaiqi Zhang, Hong Gao 0001, Xixian Han, Jian Chen, Jianzhong Li 0001. 755-766 [doi]
- FedMP: Federated Learning through Adaptive Model Pruning in Heterogeneous Edge ComputingZhida Jiang, Yang Xu 0020, Hongli Xu, Zhiyuan Wang, Chunming Qiao, Yangming Zhao. 767-779 [doi]
- Clustering Activation NetworksZijin Feng, Miao Qiao, Hong Cheng 0001. 780-792 [doi]
- Learning Evolvable Time-series ShapeletsAkihiro Yamaguchi, Ken Ueo, Hisashi Kashima. 793-805 [doi]
- On inter-operator data transfers in query processingHarshad Deshmukh, Bruhathi Sundarmurthy, Jignesh M. Patel. 820-832 [doi]
- Guided Task Planning Under Complex ConstraintsSepideh Nikookar, Paras Sakharkar, Baljinder Smagh, Sihem Amer-Yahia, Senjuti Basu Roy. 833-845 [doi]
- Estimating Node Importance Values in Heterogeneous Information NetworksChenji Huang, Yixiang Fang, Xuemin Lin 0001, Xin Cao 0001, Wenjie Zhang 0001, Maria E. Orlowska. 846-858 [doi]
- Querying Maximum Quasi-independent Set by Pay-and-RecycleXiaochen Liu, Weiguo Zheng, Zhenyi Chen, Zhenying He, X. Sean Wang. 859-871 [doi]
- Efficient Graph Isomorphism Query Processing using Degree Sequences and Color-Label DistributionsGeonmo Gu, Yehyun Nam, Kunsoo Park, Zvi Galil, Giuseppe F. Italiano, Wook-Shin Han. 872-884 [doi]
- A Resource-Aware Deep Cost Model for Big Data Query ProcessingYan Li, Liwei Wang, Sheng Wang, Yuan Sun, Zhiyong Peng. 885-897 [doi]
- Maximum Biplex Search over Bipartite GraphsWensheng Luo, Kenli Li 0001, Xu Zhou, Yunjun Gao, Keqin Li 0001. 898-910 [doi]
- Efficient Participant Contribution Evaluation for Horizontal and Vertical Federated LearningJunhao Wang, Lan Zhang 0002, Anran Li, Xuanke You, Haoran Cheng. 911-923 [doi]
- Consistent Answers of Aggregation Queries via SATAkhil A. Dixit, Phokion G. Kolaitis. 924-937 [doi]
- Crowdsourced Fact Validation for Knowledge BasesLibin Zheng, Peng Cheng 0003, Lei Chen 0002, Jianxing Yu, Xuemin Lin 0001, Jian Yin 0001. 938-950 [doi]
- CORE-SG: Efficient Computation of Multiple MSTs for Density-Based MethodsAntônio Cavalcante Araújo Neto, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Jörg Sander 0001. 951-964 [doi]
- Federated Learning on Non-IID Data Silos: An Experimental StudyQinbin Li, Yiqun Diao, Quan Chen, Bingsheng He. 965-978 [doi]
- Bamboo Filters: Make Resizing SmoothHancheng Wang, Haipeng Dai, Meng Li 0010, Jun Yu, Rong Gu, Jiaqi Zheng, Guihai Chen. 979-991 [doi]
- T-Detector: A Trajectory based Pre-trained Model for Game Bot Detection in MMORPGsSha Zhao, Junwei Fang, Shiwei Zhao, Runze Wu, Jianrong Tao, Shijian Li, Gang Pan 0001. 992-1003 [doi]
- Computing Maximum Structural Balanced Cliques in Signed GraphsKai Yao, Lijun Chang, Lu Qin 0001. 1004-1016 [doi]
- Black-box Adversarial Attack and Defense on Graph Neural NetworksHaoyang Li, Shimin Di, Zijian Li 0002, Lei Chen 0002, Jiannong Cao 0001. 1017-1030 [doi]
- Hybrid Subgraph Matching Framework Powered by Sketch Tree for Distributed SystemsYuejia Zhang, Weiguo Zheng, Zhijie Zhang, Peng Peng 0001, Xuecang Zhang. 1031-1043 [doi]
- Maximizing Time-aware Welfare for Mixed ItemsXiaoye Miao, Huanhuan Peng, Kai Chen, Yuchen Peng, Yunjun Gao, Jianwei Yin. 1044-1057 [doi]
- Unsupervised Matching of Data and TextNaser Ahmadi, Hansjorg Sand, Paolo Papotti. 1058-1070 [doi]
- imDedup: A Lossless Deduplication Scheme to Eliminate Fine-grained Redundancy among ImagesCai Deng, Qi Chen, Xiangyu Zou, Erci Xu, Bo Tang, Wen Xia. 1071-1084 [doi]
- Boosting Entity Mention Detection for Targetted Twitter Streams with Global Contextual EmbeddingsSatadisha Saha Bhowmick, Eduard C. Dragut, Weiyi Meng. 1085-1097 [doi]
- Discovering Domain Orders via Order DependenciesReza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta. 1098-1110 [doi]
- Accelerating Entity Lookups in Knowledge Graphs Through EmbeddingsGhadeer AbuOda, Saravanan Thirumuruganathan, Ashraf Aboulnaga. 1111-1123 [doi]
- MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus RankingKathleen Cachel, Elke A. Rundensteiner, Lane Harrison. 1124-1137 [doi]
- Hierarchical Core Decomposition in Parallel: From Construction to Subgraph SearchDeming Chu, Fan Zhang 0036, Wenjie Zhang 0001, Xuemin Lin 0001, Ying Zhang 0001. 1138-1151 [doi]
- Cost-Effective Algorithms for Average-Case Interactive Graph SearchQianhao Cong, Jing Tang 0004, Yuming Huang, Lei Chen, Yeow Meng Chee. 1152-1165 [doi]
- Reliable Community Search on Uncertain GraphsXiaoye Miao, Yue Liu, Lu Chen 0001, Yunjun Gao, Jianwei Yin. 1166-1179 [doi]
- Enhancing Recommendation with Automated Tag Taxonomy Construction in Hyperbolic SpaceYanchao Tan, Carl Yang, Xiangyu Wei, Chaochao Chen 0001, Longfei Li, Xiaolin Zheng. 1180-1192 [doi]
- GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction ModelsJiabao Jin, Peng Cheng 0003, Lei Chen 0002, Xuemin Lin 0001, Wenjie Zhang 0001. 1193-1205 [doi]
- Triple-Fact Retriever: An explainable reasoning retrieval model for multi-hop QA problemChengmin Wu, Enrui Hu, Ke Zhan, Lan Luo, Xinyu Zhang, Hao Jiang, Qirui Wang, Zhao Cao, Fan Yu, Lei Chen 0002. 1206-1218 [doi]
- A Model-Agnostic Approach for Learning with Noisy Labels of Arbitrary DistributionsShuang Hao, Peng Li, Renzhi Wu, Xu Chu. 1219-1231 [doi]
- MAD-SGCN: Multivariate Anomaly Detection with Self-learning Graph Convolutional NetworksPanpan Qi, Dan Li, See-Kiong Ng. 1232-1244 [doi]
- BlockOPE: Efficient Order-Preserving Encryption for Permissioned BlockchainZhihao Chen, Qingqing Li, Xiaodong Qi, Zhao Zhang 0009, Cheqing Jin, Aoying Zhou. 1245-1258 [doi]
- Contrastive Learning for Sequential RecommendationXu Xie, Fei Sun 0001, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong zhang, Bolin Ding, Bin Cui 0001. 1259-1273 [doi]
- Towards Backdoor Attack on Deep Learning based Time Series ClassificationDaizong Ding, Mi Zhang, Yuanmin Huang, Xudong Pan, Fuli Feng, Erling Jiang, Min Yang 0002. 1274-1287 [doi]
- On Compressing Temporal GraphsPanagiotis Liakos, Katia Papakonstantinopoulou, Theodore Stefou, Alex Delis. 1301-1313 [doi]
- S-QUERY: Opening the Black Box of Internal Stream Processor StateJim Verheijde, Vassilios Karakoidas, Marios Fragkoulis, Asterios Katsifodimos. 1314-1327 [doi]
- Identification for Deep Neural Network: Simply Adjusting Few Weights!Yingjie Lao, Peng Yang, Weijie Zhao 0001, Ping Li 0001. 1328-1341 [doi]
- Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent AutoencodersTung Kieu, Bin Yang 0002, Chenjuan Guo, Razvan-Gabriel Cirstea, Yan Zhao 0008, Yale Song, Christian S. Jensen. 1342-1354 [doi]
- HybridGNN: Learning Hybrid Representation for Recommendation in Multiplex Heterogeneous NetworksTiankai Gu, Chaokun Wang, Cheng Wu, Yunkai Lou, Jingcao Xu, Changping Wang, Kai Xu, Can Ye, Yang Song. 1355-1367 [doi]
- Airphant: Cloud-oriented Document IndexingSupawit Chockchowwat, Chaitanya Sood, Yongjoo Park. 1368-1381 [doi]
- Salvaging failing and straggling queriesBruhathi Sundarmurthy, Harshad Deshmukh, Paris Koutris, Jeffrey F. Naughton. 1382-1395 [doi]
- On Time-optimal (k, p)-core Community Search in Dynamic GraphsZhao Lu, Yuanyuan Zhu, Ming Zhong 0002, Jeffrey Xu Yu. 1396-1407 [doi]
- Jarvis: Large-scale Server Monitoring with Adaptive Near-data ProcessingAtul Sandur, Chanho Park, Stavros Volos, Gul Agha, Myeongjae Jeon. 1408-1422 [doi]
- Fairness-Aware Range Queries for Selecting Unbiased DataSuraj Shetiya, Ian P. Swift, Abolfazl Asudeh, Gautam Das 0001. 1423-1436 [doi]
- Memorize, Factorize, or be Naive: Learning Optimal Feature Interaction Methods for CTR PredictionFuyuan Lyu, Xing Tang 0007, Huifeng Guo, Ruiming Tang, Xiuqiang He 0001, Rui Zhang, Xue Liu. 1450-1462 [doi]
- Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud SystemsSamaa Gazzaz, Vishal Chakraborty, Faisal Nawab. 1463-1476 [doi]
- When is Early Classification of Time Series Meaningful? (Extended Abstract)Renjie Wu 0001, Audrey Der, Eamonn J. Keogh. 1477-1478 [doi]
- Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress (Extended Abstract)Renjie Wu 0001, Eamonn J. Keogh. 1479-1480 [doi]
- Who Should Deserve Investment? Attractive Individual and Group Search in Dynamic Information Networks (Extended Abstract)Xinrui Wang, Hong Gao 0001, Zhipeng Cai 0001, Jianzhong Li 0001. 1481-1482 [doi]
- On Efficient Large Maximal Biplex Discovery (Extended abstract)Kaiqiang Yu, Cheng Long, Deepak P 0001, Tanmoy Chakraborty 0002. 1483-1484 [doi]
- A Branch Elimination-based Efficient Algorithm for Large-scale Multiple Longest Common Subsequence Problem (Extended Abstract)Shiwei Wei, Yuping Wang 0003, Yiu-ming Cheung. 1485-1486 [doi]
- Efficient and Oblivious Query Processing for Range and kNN Queries (Extended Abstract)Zhao Chang, Dong Xie 0001, Feifei Li 0001, Jeff M. Phillips, Rajeev Balasubramonian. 1487-1488 [doi]
- MOSE: A Monotonic Selectivity Estimator Using Learned CDF (Extended abstract)Luming Sun, Cuiping Li 0001, Tao Ji, Hong Chen. 1489-1490 [doi]
- Multiset Membership Lookup in Large Datasets (Extended abstract)Lin Chen, Jihong Yu. 1491-1492 [doi]
- Maximum Signed $\theta$-Clique Identification in Large Signed Graphs (Extended abstract)Chen Chen 0017, Yanping Wu, Renjie Sun, Xiaoyang Wang 0002. 1493-1494 [doi]
- Stable Community Detection in Signed Social Networks (Extended abstract)Renjie Sun, Chen Chen 0017, Xiaoyang Wang, Xun Wang. 1495-1496 [doi]
- Hierarchical Representation Learning for Attributed NetworksShu Zhao, Ziwei Du, Jie Chen 0025, Yanping Zhang, Jie Tang 0001, Philip S. Yu. 1497-1498 [doi]
- DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion: (Extended Abstract)Shuang Liang, Jie Shao, Dongyang Zhang, Jiasheng Zhang, Bin Cui 0001. 1499-1500 [doi]
- Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract)Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan, Kian-Lee Tan, Gang Chen 0001. 1501-1502 [doi]
- SCPM-CR: A Novel Method for Spatial Co-location Pattern Mining with Coupling Relation ConsiderationPeizhong Yang, Lizhen Wang, Xiaoxuan Wang, Lihua Zhou. 1503-1504 [doi]
- Cost-Aware and Distance-Constrained Collective Spatial Keyword Query (Extended Abstract)Harry Kai-Ho Chan, Shengxin Liu, Cheng Long, Raymond Chi-Wing Wong. 1505-1506 [doi]
- Graph-Driven Federated Data Management (Extended Abstract)Sergi Nadal, Alberto Abelló, Oscar Romero 0001, Stijn Vansummerem, Panos Vassiliadis. 1507-1508 [doi]
- Network Alignment with Holistic Embeddings (Extended Abstract)Thanh Trung Huynh, Duong Chi Thang, Thanh-Tam Nguyen, Van Vinh Tong, Abdul Sattar 0001, Hongzhi Yin, Quoc Viet Hung Nguyen. 1509-1510 [doi]
- ScaleG: A Distributed Disk-based System for Vertex-centric Graph Processing (Extended Abstract)Xubo Wang, Dong Wen, Lu Qin 0001, Lijun Chang, Wenjie Zhang 0001. 1511-1512 [doi]
- Community-aware Social Recommendation: A Unified SCSVD Framework (Extended Abstract)Jiewen Guan, Xin Huang, Bilian Chen. 1513-1514 [doi]
- Core Decomposition on Uncertain Graphs Revisited (Extended Abstract)Qiangqiang Dai, Rong-Hua Li, Guoren Wang, Rui Mao 0001, Zhiwei Zhang, Ye Yuan 0001. 1515-1516 [doi]
- Multi-Dimensional Randomized ResponseJosep Domingo-Ferrer, Jordi Soria-Comas. 1517-1518 [doi]
- DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract)Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki. 1519-1520 [doi]
- TwiCS: Twitter Stream Entity Mention Detection (Extended Abstract)Satadisha Saha Bhowmick, Eduard C. Dragut, Weiyi Meng. 1521-1522 [doi]
- A Dual-Store Structure for Knowledge Graphs (Extended Abstract)Zhixin Qi, Hongzhi Wang 0001, Haoran Zhang. 1523-1524 [doi]
- Platform-Oriented Event Time Allocation(Extended Abstract)H. Sun, N. Wang, J. Jia, J. Huang, H. Xiong, L. He, X. Liu, S. Zhang, S. Qiao, J. Zhao. 1525-1536 [doi]
- Fast Error-Bounded Distance Distribution Computation (Extended Abstract)Jiahao Zhang, Man Lung Yiu, Bo Tang, Qing Li. 1527-1528 [doi]
- Set-aware Entity Synonym Discovery with Flexible Receptive Fields (Extended Abstract)Shichao Pei, Lu Yu 0006, Xiangliang Zhang 0001. 1529-1530 [doi]
- Temporal Network Motifs: Models, Limitations, Evaluation (Extended abstract)Penghang Liu, Valerio Guarrasi, Ahmet Erdem Sariyüce. 1531-1532 [doi]
- Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning (Extended Abstract)Tong Chen 0005, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang 0001, Hao Wang 0005. 1533-1534 [doi]
- Efficient EMD-based Similarity Search via Batch Pruning and Incremental Computation (Extended Abstract)Yu Chen, Yong Zhang 0002, Jin Wang 0007, Jiacheng Wu, Chunxiao Xing. 1535-1536 [doi]
- Building Graphs at Scale via Sequence of Edges: Model and Generation Algorithms (Extended Abstract)Yu Liu, Lei Zou 0001, Zhewei Wei. 1537-1538 [doi]
- Finding Critical Users in Social Communities via Graph Convolutions (Extended Abstract)Kangfei Zhao, Zhiwei Zhang, Yu Rong, Jeffrey Xu Yu, JunZhou Huang. 1539-1540 [doi]
- On the Fairness of Time-Critical Influence Maximization in Social Networks (Extended Abstract)Junaid Ali 0001, Mahmoudreza Babaei, Abhijnan Chakraborty, Baharan Mirzasoleiman, Krishna P. Gummadi, Adish Singla. 1541-1542 [doi]
- Fast Reachability Queries Answering based on RCN Reduction (Extended abstract)Junfeng Zhou, Jeffrey Xu Yu, Yaxian Qiu, Xian Tang, Ziyang Chen, Ming Du. 1543-1544 [doi]
- GloDyNE: Global Topology Preserving Dynamic Network Embedding (Extended Abstract)Chengbin Hou, Han Zhang, Shan He 0001, Ke Tang. 1545-1546 [doi]
- Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs (Extended abstract)Dawei Cheng, Chen Chen, Xiaoyang Wang, Sheng Xiang. 1547-1548 [doi]
- A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing (Extended Abstract)Shangyu Xie, Meisam Mohammady, Han Wang, Lingyu Wang 0001, Jaideep Vaidya, Yuan Hong. 1549-1550 [doi]
- Privacy-Preserving Collaborative Filtering Using Fully Homomorphic EncryptionSeiya Jumonji, Kazuya Sakai, Min-Te Sun, Wei-Shinn Ku. 1551-1552 [doi]
- Event Popularity Prediction Using Influential Hashtags from Social Media (Extended Abstract)Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen 0002, Timos Sellis, Yanchun Zhang. 1553-1554 [doi]
- Comparing Alternative Route Planning Techniques: A Comparative User Study on Melbourne, Dhaka and Copenhagen Road Networks (Extended Abstract)Lingxiao Li, Muhammad Aamir Cheema, Hua Lu 0001, Mohammed Eunus Ali, Adel Nadjaran Toosi. 1555-1556 [doi]
- k-Pleased Querying (Extended Abstract)Zitong Chen, Ada Wai-Chee Fu, Cheng Long, Yang Wu. 1557-1558 [doi]
- Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation (Extended Abstract)Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen 0002. 1559-1560 [doi]
- Lasagne: A Multi-Layer Graph Convolutional Network Framework via Node-aware Deep Architecture (Extended Abstract)Xupeng Miao, Wentao Zhang, Yingxia Shao, Bin Cui 0001, Lei Chen 0002, Ce Zhang 0001, Jiawei Jiang. 1561-1562 [doi]
- Recurrent Learning on $\text{PM}_{2.5}$ Prediction Based on Clustered Airbox Dataset: Extended AbstractChia-Yu Lo, Wen-Hsing Huang, Ming-Feng Ho, Min-Te Sun, Ling-Jyh Chen, Kazuya Sakai, Wei-Shinn Ku. 1563-1564 [doi]
- Frequency Estimation in Data Streams: Learning the Optimal Hashing Scheme (Extended Abstract)Dimitris Bertsimas, Vassilis Digalakis. 1565-1566 [doi]
- CoANE: Modeling Context Co-occurrence for Attributed Network EmbeddingI-Chung Hsieh, Cheng-Te Li. 1567-1568 [doi]
- Unified and Incremental SimRank: Index-free Approximation with Scheduled Principle (Extended Abstract)Fanwei Zhu, Yuan Fang 0001, Kai Zhang, Kevin Chen-Chuan Chang, Hongtai Cao, Zhen Jiang, Minghui Wu. 1569-1570 [doi]
- Neighbor-Anchoring Adversarial Graph Neural Networks (Extended Abstract)Zemin Liu, Yuan Fang 0001, Yong Liu, Vincent W. Zheng. 1571-1572 [doi]
- GQP: A Framework for Scalable and Effective Graph Query-based PricingChen Chen 0014, Ye Yuan 0001, Zhenyu Wen, Guoren Wang, Anteng Li. 1573-1585 [doi]
- Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge ComputingJianChun Liu, Yang Xu 0020, Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang 0001. 1586-1597 [doi]
- From Batch Processing to Real Time Analytics: Running Presto® at ScaleZhenxiao Luo, Lu Niu, Venki Korukanti, Yutian Sun, Masha Basmanova, Yi He, Beinan Wang, Devesh Agrawal, Hao Luo, Chunxu Tang, Ashish Singh, Yao Li, Peng Du, Girish Baliga, Maosong Fu. 1598-1609 [doi]
- Computation Reuse via Fusion in Amazon AthenaNicolas Bruno, Johnny Debrodt, Chujun Song, Wei Zheng. 1610-1620 [doi]
- Dynamic Hypergraph Convolutional NetworkNan Yin, Fuli Feng, Zhigang Luo, Xiang Zhang 0008, Wenjie Wang, Xiao Luo, Chong Chen 0002, Xian-Sheng Hua 0001. 1621-1634 [doi]
- Equi-Joins over Encrypted Data for Series of QueriesMasoumeh Shafieinejad, Suraj Gupta, Jin Yang Liu, Koray Karabina, Florian Kerschbaum. 1635-1648 [doi]
- Efficiently Transforming Tables for JoinabilityArash Dargahi Nobari, Davood Rafiei. 1649-1661 [doi]
- Near Data Processing in Taurus DatabaseShu Lin, Arunprasad P. Marathe, Per-Åke Larson, Chong Chen, Calvin Sun, Paul Lee, Weidong Yu, Jianwei Li, Juncai Meng, Roulin Lin, Xiaoyang Chenxi, Qingping Zhuxii. 1662-1674 [doi]
- Regular Path Query Evaluation Sharing a Reduced Transitive Closure Based on Graph ReductionInju Na, Yang-Sae Moon, Ilyeop Yi, Kyu-Young Whang, Soon J. Hyun. 1675-1686 [doi]
- Bilateral Preference-aware Task Assignment in Spatial CrowdsourcingXu Zhou, Shiting Liang, Kenli Li 0001, Yunjun Gao, Keqin Li 0001. 1687-1699 [doi]
- TMN: Trajectory Matching Networks for Predicting SimilarityPeilun Yang, Hanchen Wang, Defu Lian, Ying Zhang 0001, Lu Qin 0001, Wenjie Zhang 0001. 1700-1713 [doi]
- Deep Popularity Prediction in Multi-Source Cascade with HERI-GCNZhen Wu, Jingya Zhou, Ling Liu, Chaozhuo Li, Fei Gu. 1714-1726 [doi]
- Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial TrajectoriesFengmei Jin, Wen-hua, Boyu Ruan, Xiaofang Zhou 0001. 1727-1739 [doi]
- Scape: Scalable Collaborative Analytics System on Private Database with Malicious SecurityFeng Han, Lan Zhang 0002, Hanwen Feng, Weiran Liu, Xiang-Yang Li 0001. 1740-1753 [doi]
- HET-KG: Communication-Efficient Knowledge Graph Embedding Training via Hotness-Aware CacheSicong Dong, Xupeng Miao, Pengkai Liu, Xin Wang, Bin Cui 0001, Jianxin Li. 1754-1766 [doi]
- Subspace Embedding Based New Paper RecommendationYi Xie, Wen Li, Yuqing Sun, Elisa Bertino, Bin Gong. 1767-1780 [doi]
- IPS: Instance Profile for Shapelet Discovery for Time Series ClassificationGuoZhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong. 1781-1793 [doi]
- A Comparative Study of in-Database Inference ApproachesQiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Feifei Li 0001, Gang Chen 0001. 1794-1807 [doi]
- Ubiquitous Verification in Centralized Ledger DatabaseXinying Yang, Sheng Wang 0011, Feifei Li 0001, Yuan Zhang, Wenyuan Yan, Fangyu Gai, Benquan Yu, Likai Feng, Qun Gao, Yize Li. 1808-1821 [doi]
- OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP SystemsGuoxin Kang, Lei Wang 0004, Wanling Gao, Fei Tang, Jianfeng Zhan. 1822-1834 [doi]
- Dynamic Approximate Maximum Independent Set on Massive GraphsXiangyu Gao, Jianzhong Li 0001, Dongjing Miao. 1835-1847 [doi]
- Rank-Regret MinimizationXingxing Xiao, Jianzhong Li. 1848-1860 [doi]
- An Extended SSD-Based Cache for Efficient Object Store Access in SAP IQSagar Shedge, Nishant Sharma, Anant Agarwal, Mohammed Abouzour, Günes Aluç. 1861-1873 [doi]
- Robust Attributed Network Embedding Preserving Community InformationYunfei Liu, Zhen Liu, Xiaodong Feng, Zhongyi Li. 1874-1886 [doi]
- Maximal Balanced Signed Biclique Enumeration in Signed Bipartite GraphsRenjie Sun, Yanping Wu, Chen Chen 0017, Xiaoyang Wang 0002, Wenjie Zhang 0001, Xuemin Lin 0001. 1887-1899 [doi]
- Maximal Directed Quasi -Clique MiningGuimu Guo, Da Yan 0001, Lyuheng Yuan, Jalal Khalil, Cheng Long, Zhe Jiang 0001, Yang Zhou 0001. 1900-1913 [doi]
- EMP: Max-P Regionalization with Enriched ConstraintsYunfan Kang, Amr Magdy 0001. 1914-1926 [doi]
- vChain+: Optimizing Verifiable Blockchain Boolean Range QueriesHaixin Wang, Cheng Xu 0004, Ce Zhang 0007, Jianliang Xu, Zhe Peng, Jian Pei. 1927-1940 [doi]
- Finding Top-r Influential Communities under Aggregation FunctionsYou Peng, Song Bian 0002, Rui Li, Sibo Wang 0001, Jeffrey Xu Yu. 1941-1954 [doi]
- Efficient $k-\text{clique}$ Listing with Set Intersection SpeedupZhirong Yuan, You Peng, Peng Cheng 0003, Li Han, Xuemin Lin 0001, Lei Chen 0002, Wenjie Zhang 0001. 1955-1968 [doi]
- Distributed Set Label-Constrained Reachability Queries over Billion-Scale GraphsYuanyuan Zeng, Wangdong Yang, Xu Zhou, Guoqing Xiao 0001, Yunjun Gao, Kenli Li 0001. 1969-1981 [doi]
- Efficient Learning-based Community-Preserving Graph GenerationSheng Xiang, Dawei Cheng, Jianfu Zhang, Zhenwei Ma, Xiaoyang Wang 0002, Ying Zhang. 1982-1994 [doi]
- Adaptive Code Learning for Spark Configuration TuningChen Lin 0001, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li. 1995-2007 [doi]
- Collecting Triangle Counts with Edge Relationship Local Differential PrivacyYuhan Liu, Suyun Zhao, Yixuan Liu, Dan Zhao, Hong Chen 0001, Cuiping Li 0001. 2008-2020 [doi]
- iTemporal: An Extensible Generator of Temporal BenchmarksLuigi Bellomarini, Markus Nissl, Emanuel Sallinger. 2021-2033 [doi]
- Self-Supervised Dual-Channel Attentive Network for Session-based Social RecommendationLiuyin Wang, Xianghong Xu, Kai Ouyang, Huanzhong Duan, Yanxiong Lu, Hai-Tao Zheng 0002. 2034-2045 [doi]
- XTree: Traversal-Based Partitioning for Extreme-Scale Graph Processing on SupercomputersXinbiao Gan, Yiming Zhang 0003, Ruigeng Zeng, Jie Liu 0002, Ruibo Wang, Tiejun Li, Li Chen, Kai Lu. 2046-2059 [doi]
- Deep and Collective Entity Resolution in ParallelTing Deng, Wenfei Fan, Ping Lu, Xiaomeng Luo, Xiaoke Zhu, Wanhe An. 2060-2072 [doi]
- RW-Tree: A Learned Workload-aware Framework for R-tree ConstructionHaowen Dong, Chengliang Chai, Yuyu Luo, Jiabin Liu, Jianhua Feng, Chaoqun Zhan. 2073-2085 [doi]
- Spatial-Temporal Interval Aware Sequential POI RecommendationEn Wang, Yiheng Jiang, Yuanbo Xu, Liang Wang, Yongjian Yang. 2086-2098 [doi]
- Self-reconstructive evidential clustering for high-dimensional dataChaoyu Gong, Yongbin Liu, Di Fu, Yong Liu, Pei-Hong Wang, Yang You. 2099-2112 [doi]
- Joint Evidential $K$-Nearest Neighbor ClassificationChaoyu Gong, Yongbin Li, Yong Liu, Pei-Hong Wang, Yang You. 2113-2126 [doi]
- Semantics Driven Embedding Learning for Effective Entity AlignmentZiyue Zhong, Meihui Zhang 0001, Ju Fan, Chenxiao Dou. 2127-2140 [doi]
- Influence-aware Task Assignment in Spatial CrowdsourcingXuanhao Chen 0001, Yan Zhao 0008, Kai Zheng 0001, Bin Yang 0002, Christian S. Jensen. 2141-2153 [doi]
- Competitive Consistent Caching for TransactionsShuai An, Yang Cao, Wenyue Zhao. 2154-2167 [doi]
- PSP: Progressive Space Pruning for Efficient Graph Neural Architecture SearchGuanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang. 2168-2181 [doi]
- Fluid: Dataset Abstraction and Elastic Acceleration for Cloud-native Deep Learning Training JobsRong Gu, Kai Zhang, Zhihao Xu, Yang Che, Bin Fan, Haojun Hou, Haipeng Dai, Li Yi, Yu Ding, Guihai Chen, Yihua Huang. 2182-2195 [doi]
- AutoIndex: An Incremental Index Management System for Dynamic WorkloadsXuanhe Zhou, Luyang Liu, Wenbo Li, Lianyuan Jin, Shifu Li, Tianqing Wang, Jianhua Feng. 2196-2208 [doi]
- Cross-Domain Recommendation to Cold-Start Users via Variational Information BottleneckJiangxia Cao, Jiawei Sheng, Xin Cong, Tingwen Liu, Bin Wang 0004. 2209-2223 [doi]
- Zoomer: Boosting Retrieval on Web-scale Graphs by Regions of InterestYuezihan Jiang, Yu Cheng, Hanyu Zhao, Wentao Zhang, Xupeng Miao, Yu He, Liang Wang, Zhi Yang 0001, Bin Cui 0001. 2224-2236 [doi]
- Distributed Task-Based Training of Tree ModelsDa Yan 0001, Md Mashiur Rahman Chowdhury, Guimu Guo, Jalal Kahlil, Zhe Jiang 0001, Sushil K. Prasad. 2237-2249 [doi]
- DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic BucketingYao Tian, Xi Zhao, Xiaofang Zhou 0001. 2250-2262 [doi]
- Clock-G: A temporal graph management system with space-efficient storage techniqueMaria Massri, Zoltán Miklós 0001, Philippe Raipin Parvédy, Pierre Meye. 2263-2276 [doi]
- Provenance in Temporal Interaction NetworksChrysanthi Kosyfaki, Nikos Mamoulis. 2277-2290 [doi]
- Discovering Hierarchy of Bipartite Graphs with Cohesive SubgraphsKai Wang 0037, Wenjie Zhang 0001, Xuemin Lin 0001, Ying Zhang 0001, Shunyang Li. 2291-2305 [doi]
- TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data StoresHuajun He, Ruiyuan Li, Sijie Ruan, Tianfu He, Jie Bao 0003, Tianrui Li 0001, Yu Zheng 0004. 2306-2318 [doi]
- Personalized Graph Summarization: Formulation, Scalable Algorithms, and ApplicationsShinhwan Kang, Kyuhan Lee, Kijung Shin. 2319-2332 [doi]
- Efficient Computation of Cohesive Subgraphs in Uncertain Bipartite GraphsGengda Zhao, Kai Wang 0037, Wenjie Zhang 0001, Xuemin Lin 0001, Ying Zhang 0001, Yizhang He. 2333-2345 [doi]
- On Maximising the Vertex Coverage for ${\text{Top}}-k$ t-Bicliques in Bipartite GraphsAman Abidi, Lu Chen 0001, Chengfei Liu, Rui Zhou 0001. 2346-2358 [doi]
- Synthesizing Privacy Preserving Entity Resolution DatasetsXuedi Qin, Chengliang Chai, Nan Tang 0001, Jian Li 0015, Yuyu Luo, Guoliang Li 0001, Yaoyu Zhu. 2359-2371 [doi]
- Workload-Aware Shortest Path Distance Querying in Road NetworksBolong Zheng, Jingyi Wan, Yongyong Gao, Yong Ma, Kai Huang, Xiaofang Zhou 0001, Christian S. Jensen. 2372-2384 [doi]
- BETZE: Benchmarking Data Exploration Tools with (Almost) Zero EffortNico Schäfer, Sebastian Michel 0001. 2385-2398 [doi]
- Evolutionary Clustering of Moving ObjectsTianyi Li 0005, Lu Chen 0001, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu. 2399-2411 [doi]
- Temporal Regular Path QueriesMarcelo Arenas, Pedro Bahamondes, Amir Aghasadeghi, Julia Stoyanovich. 2412-2425 [doi]
- A Machine Learning-Aware Data Re-partitioning Framework for Spatial DatasetsKanchan Chowdhury, Venkata Vamsikrishna Meduri, Mohamed Sarwat. 2426-2439 [doi]
- Improving Fairness for Data Valuation in Horizontal Federated LearningZhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Changxin Liu, Yong Zhang. 2440-2453 [doi]
- DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense TensorsJun-Gi Jang, U Kang. 2454-2467 [doi]
- Apache ShardingSphere: A Holistic and Pluggable Platform for Data ShardingRuiyuan Li, Liang Zhang, Juan Pan, Junwen Liu, Peng Wang, Nianjun Sun, Shanmin Wang, Chao Chen, Fuqiang Gu, Songtao Guo. 2468-2480 [doi]
- Conditional Regression RulesRui Kang, Shaoxu Song, Chaokun Wang. 2481-2493 [doi]
- Improving Prediction-Based Lossy Compression Dramatically via Ratio-Quality ModelingSian Jin, Sheng Di, Jiannan Tian, Suren Byna, Dingwen Tao, Franck Cappello. 2494-2507 [doi]
- LAN: Learning-based Approximate k-Nearest Neighbor Search in Graph DatabasesYun Peng, Byron Choi, Tsz Nam Chan, Jianliang Xu. 2508-2521 [doi]
- Exploiting Hierarchical Parallelism and Reusability in Tensor Kernel Processing on Heterogeneous HPC SystemsYuedan Chen, Guoqing Xiao 0001, M. Tamer Özsu, Zhuo Tang, Albert Y. Zomaya, Kenli Li 0001. 2522-2535 [doi]
- Consistent Subgraph Matching over Large GraphsYe Yuan 0001, Delong Ma, Aoqian Zhang, Guoren Wang. 2536-2548 [doi]
- PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud DatabasesXiaoze Liu, Zheng Yin, Chao Zhao, Congcong Ge, Lu Chen 0001, Yunjun Gao, Dimeng Li, Ziting Wang, Gaozhong Liang, Jian Tan, Feifei Li. 2549-2561 [doi]
- Dynamic Model Tree for Interpretable Data Stream LearningJohannes Haug, Klaus Broelemann, Gjergji Kasneci. 2562-2574 [doi]
- FedADMM: A Robust Federated Deep Learning Framework with Adaptivity to System HeterogeneityYonghai Gong, Yichuan Li, Nikolaos M. Freris. 2575-2587 [doi]
- Colorful h-star Core DecompositionSen Gao, Rong-Hua Li, Hongchao Qin, Hongzhi Chen, Ye Yuan 0001, Guoren Wang. 2588-2601 [doi]
- Mixing Transactions with Arbitrary Values on BlockchainsWangze Ni, Peng Cheng 0003, Lei Chen 0002. 2602-2614 [doi]
- TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor SplittingXiaonan Nie, Xupeng Miao, Zhi Yang 0001, Bin Cui 0001. 2615-2628 [doi]
- Out-of-Core Edge Partitioning at Linear Run-TimeRuben Mayer, Kamil Orujzade, Hans-Arno Jacobsen. 2629-2642 [doi]
- FedRecAttack: Model Poisoning Attack to Federated RecommendationDazhong Rong, Shuai Ye, Ruoyan Zhao, Hon Ning Yuen, Jianhai Chen, Qinming He. 2643-2655 [doi]
- Scalable Motif Counting for Large-scale Temporal GraphsZhongqiang Gao, Chuanqi Cheng, Yanwei Yu, Lei Cao, Chao Huang, Junyu Dong. 2656-2668 [doi]
- SPADE: GPU-Powered Spatial Database Engine for Commodity HardwareHarish Doraiswamy, Juliana Freire. 2669-2681 [doi]
- GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph ProcessingKai Zou, Xike Xie, Qi Li, Deyu Kong. 2682-2694 [doi]
- Exploration of Knowledge Graphs via Online AggregationOren Kalinsky, Aidan Hogan, Oren Mishali, Yoav Etsion, Benny Kimelfeld. 2695-2708 [doi]
- Effective Explanations for Entity Resolution ModelsTommaso Teofili, Donatella Firmani, Nick Koudas, Vincenzo Martello, Paolo Merialdo, Divesh Srivastava. 2709-2721 [doi]
- Factor Windows: Cost-based Query Rewriting for Optimizing Correlated Window AggregatesWentao Wu 0001, Philip A. Bernstein, Alex Raizman, Christina Pavlopoulou. 2722-2734 [doi]
- SPES: A Symbolic Approach to Proving Query Equivalence Under Bag SemanticsQi Zhou 0010, Joy Arulraj, Shamkant B. Navathe, William Harris, Jinpeng Wu. 2735-2748 [doi]
- Manipulating Structural Graph ClusteringWentao Li 0001, Min Gao 0001, Dong Wen, Hongwei Zhou, Cai Ke, Lu Qin 0001. 2749-2761 [doi]
- RobustScaler: QoS-Aware Autoscaling for Complex WorkloadsHuajie Qian, Qingsong Wen, Liang Sun 0001, Jing Gu, Qiulin Niu, Zhimin Tang. 2762-2775 [doi]
- Ranked Window Query Retrieval over Video RepositoriesYueting Chen, Xiaohui Yu, Nick Koudas. 2776-2791 [doi]
- Horae: A Graph Stream Summarization Structure for Efficient Temporal Range QueryMing Chen, Renxiang Zhou, Hanhua Chen, Jiang Xiao, Hai Jin 0001, Bo Li. 2792-2804 [doi]
- Local Clustering over Labeled Graphs: An Index-Free ApproachYudong Niu, Yuchen Li 0001, Ju Fan, Zhifeng Bao. 2805-2817 [doi]
- Adaptive Partitioning for Large-Scale Graph Analytics in Geo-Distributed Data CentersAmelie Chi Zhou, Juanyun Luo, Ruibo Qiu, Haobin Tan, Bingsheng He, Rui Mao 0001. 2818-2830 [doi]
- Index-based Structural Clustering on Directed GraphsLingkai Meng, Long Yuan, Zi-chen, Xuemin Lin 0001, Shiyu Yang. 2831-2844 [doi]
- Epidemic Spread Optimization for Disease Containment with NPIs and VaccinationYa-Wen Teng, Yishuo Shi, De-Nian Yang, Wang-Chien Lee, Philip S. Yu, Ying-Liang Lu, Ming-Syan Chen. 2845-2858 [doi]
- PolarDB-X: An Elastic Distributed Relational Database for Cloud-Native ApplicationsWei Cao 0006, Feifei Li 0001, Gui Huang, Jianghang Lou, Jianwei Zhao, Dengcheng He, Mengshi Sun, Yingqiang Zhang, Sheng Wang 0011, Xueqiang Wu, Han Liao, Zilin Chen, Xiaojian Fang, Mo Chen, Chenghui Liang, Yanxin Luo, Huanming Wang, Songlei Wang, Zhanfeng Ma, Xinjun Yang, Xiang Peng, Yubin Ruan, Yuhui Wang, Jie Zhou, Jianying Wang, Qingda Hu, Junbin Kang. 2859-2872 [doi]
- Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum LearningSean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang 0002, Jian Tang 0005, Christian S. Jensen. 2873-2885 [doi]
- Micro-Behavior Encoding for Session-based RecommendationJiahao Yuan, Wendi Ji, Dell Zhang, Jinwei Pan, Xiaoling Wang. 2886-2899 [doi]
- Towards Spatio- Temporal Aware Traffic Time Series ForecastingRazvan-Gabriel Cirstea, Bin Yang 0002, Chenjuan Guo, Tung Kieu, Shirui Pan. 2900-2913 [doi]
- Aggregate Queries on Knowledge Graphs: Fast Approximation with Semantic-aware SamplingYuxiang Wang 0001, Arijit Khan 0001, Xiaoliang Xu, Jiahui Jin, Qifan Hong, Tao Fu. 2914-2927 [doi]
- A Sketch-based Index for Correlated Dataset SearchAécio S. R. Santos, Aline Bessa, Christopher Musco, Juliana Freire. 2928-2941 [doi]
- Diverse Preference Augmentation with Multiple Domains for Cold-start RecommendationsYan Zhang, Changyu Li, Ivor W. Tsang, Hui Xu, Lixin Duan, Hongzhi Yin, Wen Li 0001, Jie Shao. 2942-2955 [doi]
- ExSample: Efficient Searches on Video Repositories through Adaptive SamplingOscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska. 2956-2968 [doi]
- Fast Adaptive Similarity Search through Variance-Aware QuantizationJohn Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin. 2969-2983 [doi]
- Spatial-Temporal Hypergraph Self-Supervised Learning for Crime PredictionZhonghang Li, Chao Huang 0001, Lianghao Xia, Yong Xu, Jian Pei. 2984-2996 [doi]
- Polynesia: Enabling High-Performance and Energy-Efficient Hybrid Transactional/Analytical Databases with Hardware/Software Co-DesignAmirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, Onur Mutlu. 2997-3011 [doi]
- BA-GNN: On Learning Bias-Aware Graph Neural NetworkZhengyu Chen, Teng Xiao, Kun Kuang. 3012-3024 [doi]
- Constructing Compact Time Series Index for Efficient Window Query ProcessingJing Zhao, Peng Wang, Bo Tang 0016, Lu Liu, Chen Wang 0018, Wei Wang, Jianmin Wang 0001. 3025-3037 [doi]
- Robust and Explainable Autoencoders for Unsupervised Time Series Outlier DetectionTung Kieu, Bin Yang 0002, Chenjuan Guo, Christian S. Jensen, Yan Zhao 0008, Feiteng Huang, Kai Zheng 0001. 3038-3050 [doi]
- Prediction Intervals for Learned Cardinality Estimation: An Experimental EvaluationSaravanan Thirumuruganathan, Suraj Shetiya, Nick Koudas, Gautam Das 0001. 3051-3064 [doi]
- ExSample: Efficient Searches on Video Repositories through Adaptive SamplingOscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska. 3065-3077 [doi]
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- Discovering Actual Delivery Locations from Mis-Annotated Couriers' TrajectoriesSijie Ruan, Cheng Long, Xiaodu Yang, Tianfu He, Ruiyuan Li, Jie Bao 0003, Yiheng Chen, Shengnan Wu, JiangTao Cui, Yu Zheng 0004. 3241-3253 [doi]
- Intent Mining: A Social and Semantic Enhanced Topic Model for Operation-Friendly Digital MarketingWeifan Wang, Xiaocheng Cheng, Ziqi Liu, Yu Lin, Yue Shen, Binbin Hu, Zhiqiang Zhang 0012, Xiaodong Zeng, Jun Zhou 0011, Jinjie Gu, Minnan Luo. 3254-3267 [doi]
- Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender SystemsShendi Wang, Haoyang Li, Caleb Chen Cao, Xiao-Hui Li 0009, Ng Ngai Fai, Jianxin Liu, Xun Xue, Hu Song, Jinyu Li, Guangye Gu, Lei Chen 0002. 3268-3279 [doi]
- Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors SupervisionSijie Cheng, Zhouhong Gu, Bang Liu, Rui Xie, Wei Wu, Yanghua Xiao. 3280-3293 [doi]
- Detecting Loaded Trajectories for Hazardous Chemicals TransportationShuncheng Liu 0001, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao 0003, Kai Zheng 0001, Yu Zheng 0004. 3294-3306 [doi]
- Multi-Task Learning with Calibrated Mixture of Insightful ExpertsSinan Wang, Yumeng Li, Hongyan Li, Tanchao Zhu, Zhao Li, Wenwu Ou. 3307-3319 [doi]
- Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerceBorui Ye, Shuo Yang, Binbin Hu, Zhiqiang Zhang 0012, Youqiang He, Kai Huang, Jun Zhou 0011, Yanming Fang. 3320-3326 [doi]
- Adaptive Task Planning for Large-Scale Robotized WarehousesDingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu 0001, Wenzhe Tan, Hongbo Li. 3327-3339 [doi]
- Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-TreeYuyuan Kang, Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang 0018, Jianmin Wang 0001, Julian Feinauer. 3340-3352 [doi]
- APOTS: A Model for Adversarial Prediction of Traffic SpeedNamhyuk Kim, Junho Song, Siyoung Lee, Jaewon Choe, Kyungsik Han, SungHwan Park, Sang-Wook Kim. 3353-3359 [doi]
- Feature Augmentation with Reinforcement LearningJiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang 0001. 3360-3372 [doi]
- Rule Learning over Knowledge Graphs with Genetic Logic ProgrammingLianlong Wu, Emanuel Sallinger, Evgeny Sherkhonov, Sahar Vahdati, Georg Gottlob. 3373-3385 [doi]
- AiRS: A Large-Scale Recommender System at NAVER NewsHongjun Lim, Yeon-Chang Lee, Jin-Seo Lee, Sanggyu Han, Seunghyeon Kim, Yeon Jeong Jeong, Changbong Kim, Jaehun Kim, Sunghoon Han, Solbi Choi, Hanjong Ko, Dokyeong Lee, Jaeho Choi, Yungi Kim, Hong-Kyun Bae, Taeho Kim, JeeWon Ahn, Hyun-Soung You, Sang-Wook Kim. 3386-3398 [doi]
- Cheaper Is Better: Exploring Price Competitiveness for Online Purchase PredictionHan Wu, Hongzhe Zhang, Liangyue Li, Zulong Chen, Fanwei Zhu, Xiao Fang. 3399-3412 [doi]
- Field-aware Variational Autoencoders for Billion-scale User Representation LearningGe Fan, Chaoyun Zhang, Junyang Chen, Baopu Li, Zenglin Xu, Yingjie Li, Luyu Peng, Zhiguo Gong. 3413-3425 [doi]
- Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path GenerationJiayuan Ding, Tong Xiang, Zijing Ou, Wangyang Zuo, Ruihui Zhao, Chenhua Lin, Yefeng Zheng 0001, Bang Liu. 3426-3438 [doi]
- AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval SystemZhirong Xu, Shiyang Wen, Junshan Wang, GuoJun Liu, Liang Wang, Zhi Yang 0001, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng. 3439-3452 [doi]
- PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender SystemsYuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li 0020, Di Zhang, Wei Lin, Lin Qu, Bo Zheng. 3453-3466 [doi]
- Knowledge Enhanced Person-Job Fit for Talent RecruitmentKaichun Yao, Jingshuai Zhang, Chuan Qin 0002, Peng Wang, Hengshu Zhu, Hui Xiong 0001. 3467-3480 [doi]
- ODNET: A Novel Personalized Origin-Destination Ranking Network for Flight RecommendationJia Xu 0005, Jin Huang, Zulong Chen, Yang Li, Wanjie Tao, Chuanfei Xu. 3481-3493 [doi]
- FAIR-DB: A system to discover unfairness in datasetsFabio Azzalini, Chiara Criscuolo, Letizia Tanca. 3494-3497 [doi]