| 2021 | 37th IEEE International Conference on Data Engineering, ICDE 2021, Chania, Greece, April 19-22, 2021 |
| 2021 | A Bootstrapping Approach to Optimize Random Walk Based Statistical Estimation over Graphs. Pei Yi, Hong Xie, Yongkun Li, John C. S. Lui |
| 2021 | A Cockpit for the Development and Evaluation of Autonomous Database Systems. Jan Kossmann, Martin Boissier, Alexander Dubrawski, Fabian Heseding, Caterina Mandel, Udo Pigorsch, Max Schneider, Til Schniese, Mona Sobhani, Petr Tsayun, Katharina Wille, Michael Perscheid, Matthias Uflacker, Hasso Plattner |
| 2021 | A Collective Approach to Scholar Name Disambiguation (Extended Abstract). Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunming Hu, Xiang Zhang, Jinpeng Huai |
| 2021 | A Distance-Based Scheme for Reducing Bandwidth in Distributed Geometric Monitoring. Yuval Alfassi, Moshe Gabel, Gal Yehuda, Daniel Keren |
| 2021 | A Framework to Quantify Approximate Simulation on Graph Data. Xiaoshuang Chen, Longbin Lai, Lu Qin, Xuemin Lin, Boge Liu |
| 2021 | A Fully Dynamic Algorithm for k-Regret Minimizing Sets. Yanhao Wang, Yuchen Li, Raymond Chi-Wing Wong, Kian-Lee Tan |
| 2021 | A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs (Extended Abstract). Jiaxin Jiang, Byron Choi, Jianliang Xu, Sourav S. Bhowmick |
| 2021 | A Human-in-the-loop Approach to Social Behavioral Targeting. Jingru Yang, Xiaoman Zhao, Ju Fan, Gong Chen, Chong Peng, Sheng Yao, Xiaoyong Du |
| 2021 | A Hybrid Data Cleaning Framework Using Markov Logic Networks (Extended Abstract). Congcong Ge, Yunjun Gao, Xiaoye Miao, Bin Yao, Haobo Wang |
| 2021 | A Learning to Tune Framework for LSH. Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang |
| 2021 | A Learning-based Method for Computing Shortest Path Distances on Road Networks. Shuai Huang, Yong Wang, Tianyu Zhao, Guoliang Li |
| 2021 | A Privacy-Enhanced and Personalized Safe Route Planner with Crowdsourced Data and Computation. Fariha Tabassum Islam, Tanzima Hashem, Rifat Shahriyar |
| 2021 | A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence. Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Haoyuan Liu, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song |
| 2021 | A Two-layer Partitioning for Non-point Spatial Data. Dimitrios Tsitsigkos, Konstantinos Lampropoulos, Panagiotis Bouros, Nikos Mamoulis, Manolis Terrovitis |
| 2021 | A+ Indexes: Tunable and Space-Efficient Adjacency Lists in Graph Database Management Systems. Amine Mhedhbi, Pranjal Gupta, Shahid Khaliq, Semih Salihoglu |
| 2021 | ATNN: Adversarial Two-Tower Neural Network for New Item's Popularity Prediction in E-commerce. Shen Xin, Zhao Li, Pengcheng Zou, Cheng Long, Jie Zhang, Jiajun Bu, Jingren Zhou |
| 2021 | Accelerating Similarity-based Mining Tasks on High-dimensional Data by Processing-in-memory. Fang Wang, Man Lung Yiu, Zili Shao |
| 2021 | Accelerating the Yinyang K-Means Algorithm Using the GPU. Colin Taylor, Michael Gowanlock |
| 2021 | Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint. Zhuojian Xiao, Yunjiang Jiang, Guoyu Tang, Lin Liu, Sulong Xu, Yun Xiao, Weipeng Yan |
| 2021 | An Actor-Critic Ensemble Aggregation Model for Time-Series Forecasting. Amal Saadallah, Maryam Tavakol, Katharina Morik |
| 2021 | An Autonomous Materialized View Management System with Deep Reinforcement Learning. Yue Han, Guoliang Li, Haitao Yuan, Ji Sun |
| 2021 | An Effective Joint Prediction Model for Travel Demands and Traffic Flows. Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng |
| 2021 | An Efficient Algorithm for the Anchored k-Core Budget Minimization Problem. Kaixin Liu, Sibo Wang, Yong Zhang, Chunxiao Xing |
| 2021 | An Efficient Approach for Cross-Silo Federated Learning to Rank. Yansheng Wang, Yongxin Tong, Dingyuan Shi, Ke Xu |
| 2021 | An Empirical Experiment on Deep Learning Models for Predicting Traffic Data. Hyunwook Lee, Cheonbok Park, Seungmin Jin, Hyeshin Chu, Jaegul Choo, Sungahn Ko |
| 2021 | Analyzing In-Memory NoSQL Landscape (Extended Abstract). Masoud Hemmatpour, Bartolomeo Montrucchio, Maurizio Rebaudengo, Mohammad Sadoghi |
| 2021 | Approximate Order Dependency Discovery. Yifeng Jin, Zijing Tan, Weijun Zeng, Shuai Ma |
| 2021 | Approximating Multidimensional Range Counts with Maximum Error Guarantees. Michael Shekelyan, Anton Dignös, Johann Gamper, Minos N. Garofalakis |
| 2021 | Aria: Tolerating Skewed Workloads in Secure In-memory Key-value Stores. Fan Yang, Youmin Chen, Youyou Lu, Qing Wang, Jiwu Shu |
| 2021 | Attacking Black-box Recommendations via Copying Cross-domain User Profiles. Wenqi Fan, Tyler Derr, Xiangyu Zhao, Yao Ma, Hui Liu, Jianping Wang, Jiliang Tang, Qing Li |
| 2021 | Authenticated Keyword Search in Scalable Hybrid-Storage Blockchains. Ce Zhang, Cheng Xu, Haixin Wang, Jianliang Xu, Byron Choi |
| 2021 | AutoOD: Neural Architecture Search for Outlier Detection. Yuening Li, Zhengzhang Chen, Daochen Zha, Kaixiong Zhou, Haifeng Jin, Haifeng Chen, Xia Hu |
| 2021 | Automated Data Science for Relational Data. Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz |
| 2021 | Automatic Webpage Briefing. Yimeng Dai, Rui Zhang, Jianzhong Qi |
| 2021 | Automating Entity Matching Model Development. Pei Wang, Weiling Zheng, Jiannan Wang, Jian Pei |
| 2021 | BERT-based Dynamic Clustering of Subway Stations Using Flow Information. Man Li |
| 2021 | Batching and Matching for Food Delivery in Dynamic Road Networks. Manas Joshi, Arshdeep Singh, Sayan Ranu, Amitabha Bagchi, Priyank Karia, Puneet Kala |
| 2021 | Billion-scale Pre-trained E-commerce Product Knowledge Graph Model. Wen Zhang, Chi Man Wong, Ganqiang Ye, Bo Wen, Wei Zhang, Huajun Chen |
| 2021 | Bootstrapping Information Extraction via Conceptualization. Jiaqing Liang, Suo Feng, Chenhao Xie, Yanghua Xiao, Jindong Chen, Seung-won Hwang |
| 2021 | CIAO: An Optimization Framework for Client-Assisted Data Loading. Cong Ding, Dixin Tang, Xi Liang, Aaron J. Elmore, Sanjay Krishnan |
| 2021 | CREATe: Clinical Report Extraction and Annotation Technology. Yichao Zhou, Wei-Ting Chen, Bowen Zhang, David Lee, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang |
| 2021 | CaSIE: Canonicalize and Informative Selection of the OpenIE system. Hao Xin, Xueling Lin, Lei Chen |
| 2021 | Capturing Semantics for Imputation with Pre-trained Language Models. Yinan Mei, Shaoxu Song, Chenguang Fang, Haifeng Yang, Jingyun Fang, Jiang Long |
| 2021 | Catching them red-handed: Real-time Aggression Detection on Social Media. Herodotos Herodotou, Despoina Chatzakou, Nicolas Kourtellis |
| 2021 | CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks. Peng Li, Xi Rao, Jennifer Blase, Yue Zhang, Xu Chu, Ce Zhang |
| 2021 | Clouseau: Blockchain-based Data Integrity for HDFS Clusters. Alyzia Konsta, Ioannis Mytilinis, Katerina Doka, Sotiris Niarchos, Nectarios Koziris |
| 2021 | Cluster-and-Conquer: When Randomness Meets Graph Locality. George Giakkoupis, Anne-Marie Kermarrec, Olivier Ruas, François Taïani |
| 2021 | CoWiz: Interactive Covid-19 Visualization Based On Multilayer Network Analysis. Kunal Samant, Endrit Memeti, Abhishek Santra, Enamul Karim, Sharma Chakravarthy |
| 2021 | Coalition-based Task Assignment in Spatial Crowdsourcing. Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng |
| 2021 | Collecting Geospatial Data with Local Differential Privacy for Personalized Services. Daeyoung Hong, Woohwan Jung, Kyuseok Shim |
| 2021 | Combining Anatomical Constraints and Deep learning for 3-D CBCT Dental Image Multi-label Segmentation. Jiayu Huang, Hao Yan, Jing Li, H. Milton Stewart, Frank C. Setzer |
| 2021 | Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu |
| 2021 | Compressed Indexes for Fast Search of Semantic Data (Extended Abstract). Raffaele Perego, Giulio Ermanno Pibiri, Rossano Venturini |
| 2021 | ConCaT: Construction of Category Trees from Search Queries in E-Commerce. Uri Avron, Shay Gershtein, Ido Guy, Tova Milo, Slava Novgorodov |
| 2021 | Concept Drift Detection from Multi-Class Imbalanced Data Streams. Lukasz Korycki, Bartosz Krawczyk |
| 2021 | Concurrency Control Based on Transaction Clustering. Xuebin Su, Hongzhi Wang, Yan Zhang |
| 2021 | Constrained Route Planning over Large Multi-Modal Time-Dependent Networks. Yishu Wang, Ye Yuan, Hao Wang, Xiangmin Zhou, Congcong Mu, Guoren Wang |
| 2021 | Constrained Truth Discovery (Extended Abstract). Chen Ye, Hongzhi Wang, Kangjie Zheng, Youkang Kong, Rong Zhu, Jing Gao, Jianzhong Li |
| 2021 | Continuously Bulk Loading over Range Partitioned Tables for Large Scale Historical Data. Xiaolong He, Peng Cai, Xuan Zhou, Aoying Zhou |
| 2021 | CooLSM: Distributed and Cooperative Indexing Across Edge and Cloud Machines. Natasha Mittal, Faisal Nawab |
| 2021 | Cost-effective Variational Active Entity Resolution. Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas |
| 2021 | Countering Bias in Personalized Rankings : From Data Engineering to Algorithm Development. Ludovico Boratto, Mirko Marras |
| 2021 | CrowdAtlas: Estimating Crowd Distribution within the Urban Rail Transit System. Jinlong E, Mo Li, Jianqiang Huang |
| 2021 | CrowdRL: An End-to-End Reinforcement Learning Framework for Data Labelling. Kaiyu Li, Guoliang Li, Yong Wang, Yan Huang, Zitao Liu, Zhongqin Wu |
| 2021 | Crowdrebate: An Effective Platform to Get more Rebate for Customers. Wangze Ni, Nian Chen, Peng Cheng, Lei Chen, Xuemin Lin |
| 2021 | Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game. Baoyi An, Mingjun Xiao, An Liu, Xike Xie, Xiaofang Zhou |
| 2021 | CruiseDB: An LSM-Tree Key-Value Store with Both Better Tail Throughput and Tail Latency. Junkai Liang, Yunpeng Chai |
| 2021 | CuWide: Towards Efficient Flow-based Training for Sparse Wide Models on GPUs (Extended Abstract). Xupeng Miao, Lingxiao Ma, Zhi Yang, Yingxia Shao, Bin Cui, Lele Yu, Jiawei Jiang |
| 2021 | DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series. Xuanhao Chen, Liwei Deng, Feiteng Huang, Chengwei Zhang, Zongquan Zhang, Yan Zhao, Kai Zheng |
| 2021 | DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic |
| 2021 | DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets. Matteo Corain, Paolo Garza, Abolfazl Asudeh |
| 2021 | DBSpinner: Making a Case for Iterative Processing in Databases. Sofoklis Floratos, Ahmad Ghazal, Jason Sun, Jianjun Chen, Xiaodong Zhang |
| 2021 | DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks. Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Xiangliang Zhang, Kai Zheng |
| 2021 | DISC: Density-Based Incremental Clustering by Striding over Streaming Data. Bogyeong Kim, Kyoseung Koo, Juhun Kim, Bongki Moon |
| 2021 | DPTL+: Efficient Parallel Triangle Listing on Batch-Dynamic Graphs. Michael Yu, Lu Qin, Ying Zhang, Wenjie Zhang, Xuemin Lin |
| 2021 | DS Zeyu He, Zhifang Li, Xiaoshuang Peng, Chuliang Weng |
| 2021 | Data-Driven Fairness-Aware Vehicle Displacement for Large-Scale Electric Taxi Fleets. Guang Wang, Shuxin Zhong, Shuai Wang, Fei Miao, Zheng Dong, Desheng Zhang |
| 2021 | DeBinelle: Semantic Patches for Coupled Database-Application Evolution. Stefanie Scherzinger, Wolfgang Mauerer, Haridimos Kondylakis |
| 2021 | Decoupled Instance-label Extreme Multi-label Classification with Skew Coordinate Feature Space. Jihyeon Song, Bongki Moon |
| 2021 | Description Generation for Points of Interest. Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong |
| 2021 | Differentially Private Publication of Multi-Party Sequential Data. Peng Tang, Rui Chen, Sen Su, Shanqing Guo, Lei Ju, Gaoyuan Liu |
| 2021 | DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition. Keyu Yang, Yunjun Gao, Yifeng Shen, Baihua Zheng, Lu Chen |
| 2021 | Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract]. Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese |
| 2021 | Discriminative Admission Control for Shared-everything Database under Mixed OLTP Workloads. Donghui Wang, Peng Cai, Weining Qian, Aoying Zhou |
| 2021 | Distributed Company Control in Company Shareholding Graphs. Andrea Gulino, Stefano Ceri, Georg Gottlob, Emanuel Sallinger, Luigi Bellomarini |
| 2021 | Distributed Density Peaks Clustering Revisited (Extended Abstract). Jing Lu, Yuhai Zhao, Kian-Lee Tan, Zhengkui Wang |
| 2021 | Durable Top-K Instant-Stamped Temporal Records with User-Specified Scoring Functions. Junyang Gao, Stavros Sintos, Pankaj K. Agarwal, Jun Yang |
| 2021 | DyCuckoo: Dynamic Hash Tables on GPUs. Yuchen Li, Qiwei Zhu, Zheng Lyu, Zhongdong Huang, Jianling Sun |
| 2021 | Dynamic Hub Labeling for Road Networks. Mengxuan Zhang, Lei Li, Wen Hua, Rui Mao, Pingfu Chao, Xiaofang Zhou |
| 2021 | E Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen |
| 2021 | EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction. Bo Hui, Haiquan Chen, Da Yan, Wei-Shinn Ku |
| 2021 | ESA-Stream: Efficient Self-Adaptive Online Data Stream Clustering (Extended Abstract). Yanni Li, Hui Li, Zhi Wang, Bing Liu, Jiangtao Cui, Hang Fei |
| 2021 | Eclipse: Generalizing kNN and Skyline. Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo |
| 2021 | Edge Sparsification for Graphs via Meta-Learning. Guihong Wan, Haim Schweitzer |
| 2021 | Effective Keyword Search in Weighted Graphs (Extended Abstract). Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat |
| 2021 | Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks. Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou |
| 2021 | Efficient Community Search with Size Constraint. Boge Liu, Fan Zhang, Wenjie Zhang, Xuemin Lin, Ying Zhang |
| 2021 | Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling. Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Pingfu Chao, Xiaofang Zhou |
| 2021 | Efficient Construction of Nonlinear Models over Normalized Data. Zhaoyue Cheng, Nick Koudas, Zhe Zhang, Xiaohui Yu |
| 2021 | Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance. Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl |
| 2021 | Efficient Federated-Learning Model Debugging. Anran Li, Lan Zhang, Junhao Wang, Juntao Tan, Feng Han, Yaxuan Qin, Nikolaos M. Freris, Xiang-Yang Li |
| 2021 | Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach. Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada |
| 2021 | Efficient Matrix Factorization on Heterogeneous CPU-GPU Systems. Yuanhang Yu, Dong Wen, Ying Zhang, Xiaoyang Wang, Wenjie Zhang, Xuemin Lin |
| 2021 | Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding. Shimin Di, Quanming Yao, Yongqi Zhang, Lei Chen |
| 2021 | Efficient Shapelet Discovery for Time Series Classification (Extended Abstract). GuoZhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong |
| 2021 | Efficient and Effective Community Search on Large-scale Bipartite Graphs. Kai Wang, Wenjie Zhang, Xuemin Lin, Ying Zhang, Lu Qin, Yuting Zhang |
| 2021 | Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications. Rong Zhu, Andreas Pfadler, Ziniu Wu, Yuxing Han, Xiaoke Yang, Feng Ye, Zhenping Qian, Jingren Zhou, Bin Cui |
| 2021 | Efficiently Reclaiming Space in a Log Structured Store. David B. Lomet, Chen Luo |
| 2021 | Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song |
| 2021 | End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data. Leonardo Gazzarri, Melanie Herschel |
| 2021 | EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting. Razvan-Gabriel Cirstea, Tung Kieu, Chenjuan Guo, Bin Yang, Sinno Jialin Pan |
| 2021 | EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph. Yuxiang Ren, Hao Zhu, Jiawei Zhang, Peng Dai, Liefeng Bo |
| 2021 | Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks (Extended Abstract). Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Nguyen Quoc Viet Hung |
| 2021 | Estimating the extent of the effects of Data Quality through Observations. Daniele Foroni, Matteo Lissandrini, Yannis Velegrakis |
| 2021 | Evaluating List Intersection on SSDs for Parallel I/O Skipping. Jianguo Wang, Chunbin Lin, Yannis Papakonstantinou, Steven Swanson |
| 2021 | Evaluation of Duplicate Detection Algorithms: From Quality Measures to Test Data Generation. Fabian Panse, Felix Naumann |
| 2021 | Experimental Study of Big Raster and Vector Database Systems. Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero |
| 2021 | Explaining Missing Data in Graphs: A Constraint-based Approach. Qi Song, Peng Lin, Hanchao Ma, Yinghui Wu |
| 2021 | Exploratory Data Analysis in SAP IQ Using Query-Time Sampling. Xiao Meng, Günes Aluç |
| 2021 | Explore User Neighborhood for Real-time E-commerce Recommendation. Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui |
| 2021 | FAST: FPGA-based Subgraph Matching on Massive Graphs. Xin Jin, Zhengyi Yang, Xuemin Lin, Shiyu Yang, Lu Qin, You Peng |
| 2021 | FPGA for Aggregate Processing: The Good, The Bad, and The Ugly. Zubeyr F. Eryilmaz, Aarati Kakaraparthy, Jignesh M. Patel, Rathijit Sen, Kwanghyun Park |
| 2021 | Fairness in Rankings and Recommenders: Models, Methods and Research Directions. Evaggelia Pitoura, Kostas Stefanidis, Georgia Koutrika |
| 2021 | Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen |
| 2021 | Fast Core-based Top-k Frequent Pattern Discovery in Knowledge Graphs. Jian Zeng, Leong Hou U, Xiao Yan, Mingji Han, Bo Tang |
| 2021 | Fast Distributed Complex Join Processing. Hao Zhang, Miao Qiao, Jeffrey Xu Yu, Hong Cheng |
| 2021 | Fast Similarity Computation for t-SNE. Yasuhiro Fujiwara, Yasutoshi Ida, Sekitoshi Kanai, Atsutoshi Kumagai, Naonori Ueda |
| 2021 | FastDTW is approximate and Generally Slower than the Algorithm it Approximates (Extended Abstract). Renjie Wu, Eamonn J. Keogh |
| 2021 | FastSGG: Efficient Social Graph Generation Using a Degree Distribution Generation Model. Chaokun Wang, Binbin Wang, Bingyang Huang, Shaoxu Song, Zai Li |
| 2021 | Feature Inference Attack on Model Predictions in Vertical Federated Learning. Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi |
| 2021 | Finding a Summary for All Maximal Cliques. Xiaofan Li, Rui Zhou, Lu Chen, Yong Zhang, Chengfei Liu, Qiang He, Yun Yang |
| 2021 | Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, Russel Pears |
| 2021 | FloraVision: A Spatial Crowd-based Learning System for California Native Plants. George Constantinou, Onur Orhan, Roopal Kondepudi, Hyunjae Cho, Seon Ho Kim, Abdullah Alfarrarjeh, Cyrus Shahabi |
| 2021 | Flow Computation in Temporal Interaction Networks. Chrysanthi Kosyfaki, Nikos Mamoulis, Evaggelia Pitoura, Panayiotis Tsaparas |
| 2021 | Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks. Zhaonan Wang, Tianqi Xia, Renhe Jiang, Xin Liu, Kyoung-Sook Kim, Xuan Song, Ryosuke Shibasaki |
| 2021 | From Minimum Change to Maximum Density: On S-Repair under Integrity Constraints. Yu Sun, Shaoxu Song |
| 2021 | G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du |
| 2021 | GRAB: Finding Time Series Natural Structures via A Novel Graph-based Scheme. Yi Lu, Peng Wang, Bo Tang, Shen Liang, Chen Wang, Wei Wang, Jianmin Wang |
| 2021 | Gallat: A Spatiotemporal Graph Attention Network for Passenger Demand Prediction. Yuandong Wang, Hongzhi Yin, Tong Chen, Chunyang Liu, Ben Wang, Tianyu Wo, Jie Xu |
| 2021 | GeoDart: A System for Discovering Maps Discrepancies. Ayush Bandil, Vaishali Girdhar, Hieu Chau, Mohamed Ali, Abdeltawab M. Hendawi, Harsh Govind, Peiwei Cao, Ashley Song |
| 2021 | Graph Based Approach to Real-Time Metro Passenger Flow Anomaly Detection. Weiqi Zhang |
| 2021 | Group-Buying Recommendation for Social E-Commerce. Jun Zhang, Chen Gao, Depeng Jin, Yong Li |
| 2021 | HST+: An Efficient Index for Embedding Arbitrary Metric Spaces. Yuxiang Zeng, Yongxin Tong, Lei Chen |
| 2021 | Hash Adaptive Bloom Filter. Rongbiao Xie, Meng Li, Zheyu Miao, Rong Gu, He Huang, Haipeng Dai, Guihai Chen |
| 2021 | Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on Twitter. Sarah Masud, Subhabrata Dutta, Sakshi Makkar, Chhavi Jain, Vikram Goyal, Amitava Das, Tanmoy Chakraborty |
| 2021 | Heterogeneous Information Assisted Bandit Learning: Theory and Application. Xiaoying Zhang, Hong Xie, John C. S. Lui |
| 2021 | Hierarchical Tree-based Sequential Event Prediction with Application in the Aviation Accident Report. Xinyu Zhao, Hao Yan, Yongming Liu |
| 2021 | High-Dimensional Similarity Search for Scalable Data Science. Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas |
| 2021 | High-Performance Smart Contracts Concurrent Execution for Permissioned Blockchain Using SGX. Min Fang, Zhao Zhang, Cheqing Jin, Aoying Zhou |
| 2021 | HuGE: An Entropy-driven Approach to Efficient and Scalable Graph Embeddings. Peng Fang, Fang Wang, Zhan Shi, Hong Jiang, Dan Feng, Lei Yang |
| 2021 | Hypercore Maintenance in Dynamic Hypergraphs. Qi Luo, Dongxiao Yu, Zhipeng Cai, Xuemin Lin, Xiuzhen Cheng |
| 2021 | INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection. Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos |
| 2021 | IPS: Unified Profile Management for Ubiquitous Online Recommendations. Rui Shi, Yang Liu, Jianjun Chen, Xuan Zou, Yanbin Chen, Minghua Fan, Zhihao Cai, Guanghui Zhang, Zhiwen Li, Yuming Liang |
| 2021 | Implementing Rigid Temporal Geometries in Moving Object Databases. Maxime Schoemans, Mahmoud Attia Sakr, Esteban Zimányi |
| 2021 | Improving Constrained Search Results By Data Melioration. Ido Guy, Tova Milo, Slava Novgorodov, Brit Youngmann |
| 2021 | Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph. Chi-Man Wong, Fan Feng, Wen Zhang, Chi-Man Vong, Hui Chen, Yichi Zhang, Peng He, Huan Chen, Kun Zhao, Huajun Chen |
| 2021 | Index-based Solutions for Efficient Density Peak Clustering (Extended Abstract). Zafaryab Rasool, Rui Zhou, Lu Chen, Chengfei Liu, Jiajie Xu |
| 2021 | Influence Maximization Based on Dynamic Personal Perception in Knowledge Graph. Ya-Wen Teng, Yishuo Shi, Chih-Hua Tai, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen |
| 2021 | IntelliTag: An Intelligent Cloud Customer Service System Based on Tag Recommendation. Minghui Yang, Shaosheng Cao, Binbin Hu, Xianling Chen, Hengbin Cui, Zhiqiang Zhang, Jun Zhou, Xiaolong Li |
| 2021 | Interactive Analytic DBMSs: Breaching the Scalability Wall. Pedro Pedreira, Amit Dutta, Sergey Pershin, Lin Liu, Sushant Shringarpure, Jialiang Tan, Brian Landers, Ge Gao, Karen Pieper |
| 2021 | Joint Index, Sorting, and Compression Optimization for Memory-Efficient Spatio-Temporal Data Management. Keven Richly, Rainer Schlosser, Martin Boissier |
| 2021 | Josch: Managing Schemas for NoSQL Document Stores. Michael Fruth, Kai Dauberschmidt, Stefanie Scherzinger |
| 2021 | KDDLog: Performance and Scalability in Knowledge Discovery by Declarative Queries with Aggregates. Youfu Li, Jin Wang, Mingda Li, Ariyam Das, Jiaqi Gu, Carlo Zaniolo |
| 2021 | Knowledge-Aware Group Representation Learning for Group Recommendation. Zhiyi Deng, Changyu Li, Shujin Liu, Waqar Ali, Jie Shao |
| 2021 | Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality. Namyong Park, Minhyeok Kim, Nguyen Xuan Hoai, Robert I. McKay, Dong-Kyun Kim |
| 2021 | LATEST: Learning-Assisted Selectivity Estimation Over Spatio-Textual Streams. Mayur Patil, Amr Magdy |
| 2021 | LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data. Qiyu Liu, Yanyan Shen, Lei Chen |
| 2021 | LShape Partitioning: Parallel Skyline Query Processing using MapReduce (Extended Abstract). Heri Wijayanto, Wenlu Wang, Wei-Shinn Ku, Arbee L. P. Chen |
| 2021 | Large-scale Fake Click Detection for E-commerce Recommendation Systems. Jingdong Li, Zhao Li, Jiaming Huang, Ji Zhang, Xiaoling Wang, Xingjian Lu, Jingren Zhou |
| 2021 | Latent Low-rank Graph Learning for Multimodal Clustering. Guo Zhong, Chi-Man Pun |
| 2021 | Learning to Characterize Matching Experts. Roee Shraga, Ofra Amir, Avigdor Gal |
| 2021 | Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems. Xijun Li, Weilin Luo, Mingxuan Yuan, Jun Wang, Jiawen Lu, Jie Wang, Jinhu Lü, Jia Zeng |
| 2021 | Learnings from a Retail Recommendation System on Billions of Interactions at bol.com. Barrie Kersbergen, Sebastian Schelter |
| 2021 | Less is More: De-amplifying I/Os for Key-value Stores with a Log-assisted LSM-tree. Kecheng Huang, Zhiping Jia, Zhaoyan Shen, Zili Shao, Feng Chen |
| 2021 | Leveraging Currency for Repairing Inconsistent and Incomplete Data (Extended Abstract). Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Muxian Wang, Jianzhong Li, Hong Gao |
| 2021 | Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks. Xiang Li, Danhao Ding, Ben Kao, Yizhou Sun, Nikos Mamoulis |
| 2021 | Leveraging Temporal and Topological Selectivities in Temporal-clique Subgraph Query Processing. Kaijie Zhu, George Fletcher, Nikolay Yakovets |
| 2021 | LineageBA: A Fast, Exact and Scalable Graph Generation for the Barabási-Albert Model. Himchan Park, Min-Soo Kim |
| 2021 | Lock Violation for Fault-tolerant Distributed Database System Hua Guo, Xuan Zhou, Le Cai |
| 2021 | LogLog Filter: Filtering Cold Items within a Large Range over High Speed Data Streams. Peng Jia, Pinghui Wang, Junzhou Zhao, Ye Yuan, Jing Tao, Xiaohong Guan |
| 2021 | LogStore: A Workload-aware, Adaptable Key-Value Store on Hybrid Storage Systems (Extended abstract). Prashanth Menon, Thamir M. Qadah, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen |
| 2021 | MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi |
| 2021 | Managing Consent for Data Access in Shared Databases. Osnat Drien, Antoine Amarilli, Yael Amsterdamer |
| 2021 | Manipulating Black-Box Networks for Centrality Promotion. Wentao Li, Min Gao, Fan Wu, Wenge Rong, Junhao Wen, Lu Qin |
| 2021 | MaxiZone: Maximizing Influence Zone over Geo-Textual Data (Extended Abstract). Qing Liu, Ziyuan Zhu, Jianliang Xu, Yunjun Gao |
| 2021 | Meepo: Sharded Consortium Blockchain. Peilin Zheng, Quanqing Xu, Zibin Zheng, Zhiyuan Zhou, Ying Yan, Hui Zhang |
| 2021 | Memory-Efficient Database Fragment Allocation for Robust Load Balancing when Nodes Fail. Stefan Halfpap, Rainer Schlosser |
| 2021 | Memory-Efficient Key/Foreign-Key Join Size Estimation via Multiplicity and Intersection Size. Magnus Müller, Daniel Flachs, Guido Moerkotte |
| 2021 | Microlearner: A fine-grained Learning Optimizer for Big Data Workloads at Microsoft. Alekh Jindal, Shi Qiao, Rathijit Sen, Hiren Patel |
| 2021 | Modeling Citywide Crowd Flows using Attentive Convolutional LSTM. Chi Harold Liu, Chengzhe Piao, Xiaoxin Ma, Ye Yuan, Jian Tang, Guoren Wang, Kin K. Leung |
| 2021 | MoniLog: An Automated Log-Based Anomaly Detection System for Cloud Computing Infrastructures. Arthur Vervaet |
| 2021 | Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling. Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Mengyin Lu, Liefeng Bo |
| 2021 | Multi-Facet Recommender Networks with Spherical Optimization. Yanchao Tan, Carl Yang, Xiangyu Wei, Yun Ma, Xiaolin Zheng |
| 2021 | Multi-attributed Community Search in Road-social Networks. Fangda Guo, Ye Yuan, Guoren Wang, Xiangguo Zhao, Hao Sun |
| 2021 | Multidimensional Adaptive & Progressive Indexes. Matheus Agio Nerone, Pedro Holanda, Eduardo C. de Almeida, Stefan Manegold |
| 2021 | Near-Optimal Fixed-Route Scheduling for Crowdsourced Transit System. Hanlin Li, Xiaowei Wu, Leong Hou U, Kun Pang Kou |
| 2021 | NestGPU: Nested Query Processing on GPU. Sofoklis Floratos, Mengbai Xiao, Hao Wang, Chengxin Guo, Yuan Yuan, Rubao Lee, Xiaodong Zhang |
| 2021 | NewsLink: Empowering Intuitive News Search with Knowledge Graphs. Yueji Yang, Yuchen Li, Anthony K. H. Tung |
| 2021 | Noah: Neural-optimized A* Search Algorithm for Graph Edit Distance Computation. Lei Yang, Lei Zou |
| 2021 | Node2LV: Squared Lorentzian Representations for Node Proximity. Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Fan Li, Shuo Shang |
| 2021 | Nullius in Verba: Reproducibility for Database Systems Research, Revisited. Wolfgang Mauerer, Stefanie Scherzinger |
| 2021 | Odess: Speeding up Resemblance Detection for Redundancy Elimination by Fast Content-Defined Sampling. Xiangyu Zou, Cai Deng, Wen Xia, Philip Shilane, Haoliang Tan, Haijun Zhang, Xuan Wang |
| 2021 | Odlaw: A Tool for Retroactive GDPR Compliance. Connor Luckett, Andrew Crotty, Alex Galakatos, Ugur Çetintemel |
| 2021 | On Disambiguating Authors: Collaboration Network Reconstruction in a Bottom-up Manner. Na Li, Renyu Zhu, Xiaoxu Zhou, Xiangnan He, Wenyuan Cai, Ming Gao, Aoying Zhou |
| 2021 | On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao |
| 2021 | Online Route Planning over Time-Dependent Road Networks. Di Chen, Ye Yuan, Wenjin Du, Yurong Cheng, Guoren Wang |
| 2021 | Optimally Summarizing Data by Small Fact Sets for Concise Answers to Voice Queries. Immanuel Trummer, Connor Anderson |
| 2021 | Optimizing Error-Bounded Lossy Compression for Scientific Data by Dynamic Spline Interpolation. Kai Zhao, Sheng Di, Maxim Dmitriev, Thierry-Laurent D. Tonellot, Zizhong Chen, Franck Cappello |
| 2021 | Optimizing Multiple Multi-Way Stream Joins. Manuel Dossinger, Sebastian Michel |
| 2021 | P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model. Shun Takagi, Tsubasa Takahashi, Yang Cao, Masatoshi Yoshikawa |
| 2021 | PEFP: Efficient k-hop Constrained s-t Simple Path Enumeration on FPGA. Zhengmin Lai, You Peng, Shiyu Yang, Xuemin Lin, Wenjie Zhang |
| 2021 | PITA: Privacy Through Provenance Abstraction. Daniel Deutch, Ariel Frankenthal, Amir Gilad, Yuval Moskovitch |
| 2021 | PROTEUS: Predictive Explanation of Anomalies. Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides |
| 2021 | Package Pick-up Route Prediction via Modeling Couriers' Spatial-Temporal Behaviors. Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Shengnan Guo, Lixia Wu, Chao Song, Yinghui Xu |
| 2021 | Palette: Towards Multi-source Model Selection and Ensemble for Reuse. Yiming Li, Yanyan Shen, Lei Chen |
| 2021 | Patterns Count-Based Labels for Datasets. Yuval Moskovitch, H. V. Jagadish |
| 2021 | Peer Learning Through Targeted Dynamic Groups Formation. Dong Wei, Ioannis Koutis, Senjuti Basu Roy |
| 2021 | Performance Characterization of HTAP Workloads. Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki |
| 2021 | Predict and Write: Using K-Means Clustering to Extend the Lifetime of NVM Storage. Saeed Kargar, Heiner Litz, Faisal Nawab |
| 2021 | Predicting the Impact of Disruptions to Urban Rail Transit Systems. Xiaoyun Mo, Chu Cao, Mo Li, David Z. W. Wang |
| 2021 | Prefix-Graph: A Versatile Log Parsing Approach Merging Prefix Tree with Probabilistic Graph. Guojun Chu, Jingyu Wang, Qi Qi, Haifeng Sun, Shimin Tao, Jianxin Liao |
| 2021 | Privacy Preserving Strong Simulation Queries on Large Graphs. Lyu Xu, Jiaxin Jiang, Byron Choi, Jianliang Xu, Sourav S. Bhowmick |
| 2021 | Privacy-Preserving Sequential Publishing of Knowledge Graphs. Anh-Tu Hoang, Barbara Carminati, Elena Ferrari |
| 2021 | ProMIPS: Efficient High-Dimensional c-Approximate Maximum Inner Product Search with a Lightweight Index. Yang Song, Yu Gu, Rui Zhang, Ge Yu |
| 2021 | Profiles of Schema Evolution in Free Open Source Software Projects. Panos Vassiliadis |
| 2021 | Programming an SSD Controller to Support Batched Writes for Variable-Size Pages. Jaeyoung Do, Chen Luo, David B. Lomet |
| 2021 | Property Graph Schema Optimization for Domain-Specific Knowledge Graphs. Rana Alotaibi, Chuan Lei, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan |
| 2021 | Purchase Intent Forecasting with Convolutional Hierarchical Transformer Networks. Chao Huang, Jiashu Zhao, Dawei Yin |
| 2021 | QeNoBi: A System for QuErying and mining BehavIoral Patterns. Abdelouahab Chibah, Sihem Amer-Yahia, Laure Berti-Équille |
| 2021 | Query Rewriting via Cycle-Consistent Translation for E-Commerce Search. Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang |
| 2021 | Querying for Interactions. Yannis Xarchakos, Nick Koudas |
| 2021 | RCC: Resilient Concurrent Consensus for High-Throughput Secure Transaction Processing. Suyash Gupta, Jelle Hellings, Mohammad Sadoghi |
| 2021 | REACT: Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced Mobile Tracking. Yanan Da, Ritesh Ahuja, Li Xiong, Cyrus Shahabi |
| 2021 | REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries. Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen |
| 2021 | Ranking Data Slices for ML Model Validation: A Shapley Value Approach. Eitan Farchi, Ramasuri Narayanam, Lokesh Nagalapatti |
| 2021 | Ranking Desired Tuples by Database Exploration. Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani |
| 2021 | Ranking Papers by their Short-Term Scientific Impact. Ilias Kanellos, Thanasis Vergoulis, Dimitris Sacharidis, Theodore Dalamagas, Yannis Vassiliou |
| 2021 | Rapid Approximate Aggregation with Distribution-Sensitive Interval Guarantees. Stephen Macke, Maryam Aliakbarpour, Ilias Diakonikolas, Aditya G. Parameswaran, Ronitt Rubinfeld |
| 2021 | ReLink: Complete-Link Industrial Record Linkage Over Hybrid Feature Spaces. Salil Rajeev Joshi, Arpan Somani, Shourya Roy |
| 2021 | Rebuilding City-Wide Traffic Origin Destination from Road Speed Data. Guanjie Zheng, Chang Liu, Hua Wei, Chacha Chen, Zhenhui Li |
| 2021 | Relational Header Discovery using Similarity Search in a Table Corpus. Hazar Harmouch, Thorsten Papenbrock, Felix Naumann |
| 2021 | Reliability Maximization in Uncertain Graphs (Extended Abstract). Xiangyu Ke, Arijit Khan, Mohammad Al Hasan, Rojin Rezvansangsari |
| 2021 | Reliable Recommendation with Review-level Explanations. Yanzhang Lyu, Hongzhi Yin, Jun Liu, Mengyue Liu, Huan Liu, Shizhuo Deng |
| 2021 | Rethink the Linearizability Constraints of Raft for Distributed Key-Value Stores. Yangyang Wang, Zikai Wang, Yunpeng Chai, Xin Wang |
| 2021 | Revisiting Data Prefetching for Database Systems with Machine Learning Techniques. Yu Chen, Yong Zhang, Jiacheng Wu, Jin Wang, Chunxiao Xing |
| 2021 | Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers. Dongjin Lee, Kijung Shin |
| 2021 | SALSA: Self-Adjusting Lean Streaming Analytics. Ran Ben Basat, Gil Einziger, Michael Mitzenmacher, Shay Vargaftik |
| 2021 | SING: Sequence Indexing Using GPUs. Botao Peng, Panagiota Fatourou, Themis Palpanas |
| 2021 | SLIMSTORE: A Cloud-based Deduplication System for Multi-version Backups. Zihao Zhang, Huiqi Hu, Zhihui Xue, Changcheng Chen, Yang Yu, Cuiyun Fu, Xuan Zhou, Feifei Li |
| 2021 | SOUP: A Fleet Management System for Passenger Demand Prediction and Competitive Taxi Supply. Qi Hu, Lingfeng Ming, Ruijie Xi, Lu Chen, Christian S. Jensen, Bolong Zheng |
| 2021 | SPARQLIt: Interactive SPARQL Query Refinement. Yael Amsterdamer, Yehuda Callen |
| 2021 | SPEAR: Dynamic Spatio-Temporal Query Processing over High Velocity Data Streams. Furqan Baig, Dejun Teng, Jun Kong, Fusheng Wang |
| 2021 | Samya: A Geo-Distributed Data System for High Contention Aggregate Data. Sujaya Maiyya, Ishtiyaque Ahmad, Divyakant Agrawal, Amr El Abbadi |
| 2021 | Scalable Graph Isomorphism: Combining Pairwise Color Refinement and Backtracking via Compressed Candidate Space. Geonmo Gu, Yehyun Nam, Kunsoo Park, Zvi Galil, Giuseppe F. Italiano, Wook-Shin Han |
| 2021 | Scalable Model-Based Management of Correlated Dimensional Time Series in ModelarDB+. Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen |
| 2021 | SciChain: Blockchain-enabled Lightweight and Efficient Data Provenance for Reproducible Scientific Computing. Abdullah Al-Mamun, Feng Yan, Dongfang Zhao |
| 2021 | Search to aggregate neighborhood for graph neural network. Huan Zhao, Quanming Yao, Weiwei Tu |
| 2021 | Secure Dynamic Skyline Queries Using Result Materialization. Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi |
| 2021 | Selective Edge Shedding in Large Graphs Under Resource Constraints. Yiling Zeng, Chunyao Song, Tingjian Ge |
| 2021 | Self-Supervised Deep Metric Learning for Pointsets. Pattaramanee Arsomngern, Cheng Long, Supasorn Suwajanakorn, Sarana Nutanong |
| 2021 | Semantic Search Pipeline: From Query Expansion to Concept Forging. Elizabeth Soper, Jordan Hosier, Dustin Bales, Vijay K. Gurbani |
| 2021 | Sequential Recommendation on Dynamic Heterogeneous Information Network. Tao Xie, Yangjun Xu, Liang Chen, Yang Liu, Zibin Zheng |
| 2021 | Single Point Incremental Fourier Transform on 2D Data Streams. Muhammad Saad, Abraham Bernstein, Michael H. Böhlen, Daniele Dell'Aglio |
| 2021 | SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams. Taehyung Kwon, Inkyu Park, Dongjin Lee, Kijung Shin |
| 2021 | Social Visibility Optimization in OSNs with Anonymity Guarantees: Modeling, Algorithms and Applications. Shiyuan Zheng, Hong Xie, John C. S. Lui |
| 2021 | Spangle: A Distributed In-Memory Processing System for Large-Scale Arrays. Sangchul Kim, Bogyeong Kim, Bongki Moon |
| 2021 | Spark-based Cloud Data Analytics using Multi-Objective Optimization. Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy |
| 2021 | Spatial-Temporal Similarity for Trajectories with Location Noise and Sporadic Sampling. Guanyao Li, Chih-Chieh Hung, Mengyun Liu, Linfei Pan, Wen-Chih Peng, S.-H. Gary Chan |
| 2021 | SpeakNav: A Voice-based Navigation System via Route Description Language Understanding. Lei Bi, Juan Cao, Guohui Li, Nguyen Quoc Viet Hung, Christian S. Jensen, Bolong Zheng |
| 2021 | Stealthy Targeted Data Poisoning Attack on Knowledge Graphs. Prithu Banerjee, Lingyang Chu, Yong Zhang, Laks V. S. Lakshmanan, Lanjun Wang |
| 2021 | Structure-Aware Parameter-Free Group Query via Heterogeneous Information Network Transformer. Hsi-Wen Chen, Hong-Han Shuai, De-Nian Yang, Wang-Chien Lee, Chuan Shi, Philip S. Yu, Ming-Syan Chen |
| 2021 | Structured Object Matching across Web Page Revisions. Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava |
| 2021 | SubDEx: Exploring Ratings in Subjective Databases. Sihem Amer-Yahia, Tova Milo, Brit Youngmann |
| 2021 | Substring Similarity Search with Synonyms. Gwangho Song, Kyuseok Shim, Hongrae Lee |
| 2021 | Summarizing Provenance of Aggregate Query Results in Relational Databases. Omar Alomeir, Eugenie Yujing Lai, Mostafa Milani, Rachel Pottinger |
| 2021 | Swift: Reliable and Low-Latency Data Processing at Cloud Scale. Bo Wang, Zhenyu Hou, Yangyu Tao, Yifeng Lu, Chao Li, Tao Guan, Xiaowei Jiang, Jinlei Jiang |
| 2021 | T3S: Effective Representation Learning for Trajectory Similarity Computation. Peilun Yang, Hanchen Wang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin |
| 2021 | TASM: A Tile-Based Storage Manager for Video Analytics. Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska |
| 2021 | TIRA in Baidu Image Advertising. Tan Yu, Xuemeng Yang, Yan Jiang, Hongfang Zhang, Weijie Zhao, Ping Li |
| 2021 | TLBtree: A Read/Write-Optimized Tree Index for Non-Volatile Memory. Yongping Luo, Peiquan Jin, Qinglin Zhang, Bin Cheng |
| 2021 | TS-Benchmark: A Benchmark for Time Series Databases. Yuanzhe Hao, Xiongpai Qin, Yueguo Chen, Yaru Li, Xiaoguang Sun, Yu Tao, Xiao Zhang, Xiaoyong Du |
| 2021 | Taking Heuristic Based Graph Edge Partitioning One Step Ahead via OffStream Partitioning Approach. Tewodros Ayall, Hancong Duan, Changhong Liu, Fantahun Gereme, Mohammed Abegaz, Mesay Deleli |
| 2021 | Tensor Topic Models with Graphs and Applications on Individualized Travel Patterns. Ziyue Li |
| 2021 | The Case for In-Memory OLAP on "Wimpy" Nodes. Andrew Crotty, Alex Galakatos, Connor Luckett, Ugur Çetintemel |
| 2021 | The F4U System for Understanding the Effects of Data Quality. Daniele Foroni, Matteo Lissandrini, Yannis Velegrakis |
| 2021 | The IoT Meta-Control Firewall. Soteris Constantinou, Andreas Konstantinidis, Demetrios Zeinalipour-Yazti, Panos K. Chrysanthis |
| 2021 | The LSM RUM-Tree: A Log Structured Merge R-Tree for Update-intensive Spatial Workloads. Jaewoo Shin, Jianguo Wang, Walid G. Aref |
| 2021 | The Logarithmic Dynamic Cuckoo Filter. Fan Zhang, Hanhua Chen, Hai Jin, Pedro Reviriego |
| 2021 | Top-k Community Similarity Search Over Large Road-Network Graphs. Niranjan Rai, Xiang Lian |
| 2021 | Top-k Publish/Subscribe for Ride Hitching. Yafei Li, Hongyan Gu, Rui Chen, Jianliang Xu, Mingliang Xu |
| 2021 | Towards Efficient MaxBRNN Computation for Streaming Updates. Wentao Ning, Xiao Yan, Bo Tang |
| 2021 | Towards Efficient Motif-based Graph Partitioning: An Adaptive Sampling Approach. Shixun Huang, Yuchen Li, Zhifeng Bao, Zhao Li |
| 2021 | Towards Query Pricing on Incomplete Data (Extended Abstract). Xiaoye Miao, Yunjun Gao, Lu Chen, Huanhuan Peng, Jianwei Yin, Qing Li |
| 2021 | Towards the smart use of embedding and instance features for property matching. Daniel Ayala Hernández, Inma Hernández, David Ruiz, Erhard Rahm |
| 2021 | TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories? Kangjia Shao, Yang Wang, Zhengyang Zhou, Xike Xie, Guang Wang |
| 2021 | Trajectory Simplification with Reinforcement Learning. Zheng Wang, Cheng Long, Gao Cong |
| 2021 | Trillion-scale Graph Processing Simulation based on Top-Down Graph Upscaling. Himchan Park, Jinjun Xiong, Min-Soo Kim |
| 2021 | Truss-based Structural Diversity Search in Large Graphs (Extended Abstract). Jinbin Huang, Xin Huang, Jianliang Xu |
| 2021 | Turbo: Fraud Detection in Deposit-free Leasing Service via Real-Time Behavior Network Mining. Sihao Hu, Xuhong Zhang, Junfeng Zhou, Shouling Ji, Jiaqi Yuan, Zhao Li, Zhipeng Wang, Qi Chen, Qinming He, Liming Fang |
| 2021 | Twine: An Embedded Trusted Runtime for WebAssembly. Jämes Ménétrey, Marcelo Pasin, Pascal Felber, Valerio Schiavoni |
| 2021 | UniKG: A Unified Interoperable Knowledge Graph Database System. Baozhu Liu, Xin Wang, Pengkai Liu, Sizhuo Li, Qiang Fu, Yunpeng Chai |
| 2021 | UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling. Xingyu Yao, Yingxia Shao, Bin Cui, Lei Chen |
| 2021 | Updatable Materialization of Approximate Constraints. Steffen Kläbe, Kai-Uwe Sattler, Stephan Baumann |
| 2021 | User Profiling based on Nonlinguistic Audio Data. Jiaxing Shen, Oren Lederman, Jiannong Cao, Shaojie Tang, Alex 'Sandy' Pentland |
| 2021 | Utilizing Delta Trees for Efficient, Iterative Exploration and Transformation of Semi-Structured Contents. Nico Schäfer, Sebastian Michel |
| 2021 | VADETIS: An Explainable Evaluator for Anomaly Detection Techniques. Abdelouahab Khelifati, Mourad Khayati, Philippe Cudré-Mauroux, Adrian Hänni, Qian Liu, Manfred Hauswirth |
| 2021 | Valentine: Evaluating Matching Techniques for Dataset Discovery. Christos Koutras, George Siachamis, Andra Ionescu, Kyriakos Psarakis, Jerry Brons, Marios Fragkoulis, Christoph Lofi, Angela Bonifati, Asterios Katsifodimos |
| 2021 | ValueNet: A Natural Language-to-SQL System that Learns from Database Information. Ursin Brunner, Kurt Stockinger |
| 2021 | Variational Self-attention Network for Sequential Recommendation. Jing Zhao, Pengpeng Zhao, Lei Zhao, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou |
| 2021 | WedgeChain: A Trusted Edge-Cloud Store With Asynchronous (Lazy) Trust. Faisal Nawab |
| 2021 | WipDB: A Write-in-place Key-value Store that Mimics Bucket Sort. Xingsheng Zhao, Song Jiang, Xingbo Wu |
| 2021 | Workload-Aware Performance Tuning for Autonomous DBMSs. Zhengtong Yan, Jiaheng Lu, Naresh Chainani, Chunbin Lin |
| 2021 | Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks. Çigdem Aslay, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis |