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Call for Contributions
Accepted Poster Papers
| Benchmarking, Performance Modelling, and Tuning | ||
|---|---|---|
| 453 | "PushdownDB: Accelerating a DBMS using S3 Computation" | Xiangyao Yu (University of Wisconsin-Madison)*; Matt Youill (Burnian); Matthew Woicik (MIT); Abdurrahman Ghanem (Qatar Computing Research Institute); Marco Serafini (University of Massachusetts Amherst); Ashraf Aboulnaga (QCRI); Michael Stonebraker (MIT) |
| Crowdsourcing | ||
| 82 | Task Deployment Recommendation with Worker Availability | Dong Wei (NJIT); Sihem Amer-Yahia (CNRS); Senjuti Basu Roy (New Jersey Institute of Technology)* |
| 266 | Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach | Ruochen Jiang (Simon Fraser University )*; Changbo Qu (Simon Fraser University); Jiannan Wang (Simon Fraser University); Chi Wang (Microsoft); Yudian Zheng (Twitter) |
| 273 | Crowdsourcing-based Data Extraction from Visualization Charts | Chengliang Chai (Tsinghua University); Guoliang Li (Tsinghua University)*; Ju Fan (Renmin University of China); Yuyu Luo (Tsinghua University) |
| Data Mining and Knowledge Discovery | ||
| 24 | "Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network" | Hongzhi Shi (Tsinghua University)*; Quanming Yao (4paradigm); Qi Guo (Didichuxing Inc.); Yaguang Li (Google); Lingyu Zhang (didichuxing Inc.); Jieping Ye (Didichuxing Inc.); Yong Li (Tsinghua University); Yan Liu (USC) |
| 162 | Learning to Simulate Vehicle Trajectories from Demonstrations | Guanjie Zheng (Pennsylvania State University)*; Hanyang Liu (Washington University in St Louis ); Kai Xu (Shanghai Tianrang Intelligent Technology Co., Ltd); Zhenhui (Jessie) Li (Penn State University) |
| 240 | Mining Verb-Oriented Commonsense Knowledge | Jingping Liu (Fudan University)*; Yuanfu Zhou (Fudan University); Dan Wu (fudan university); Chao Wang (Fudan University); Haiyun Jiang (Fudan university); Sheng Zhang (Ping An Technology); Bo Xu (Donghua University); Yanghua Xiao (Fudan University) |
| 310 | Automated Anomaly Detection in Large Sequences | Paul Boniol (Université de Paris)*; Michele ML Linardi (University Paris Descartes); Federico Roncallo (Paris Descartes University); Themis Palpanas (Paris Descartes University) |
| 317 | "SLED: Semi-supervised Locally-Weighted Ensemble Detector" | Shuxiang Zhang (The University of Auckland)*; David Tse Jung Huang (The University of Auckland); Gillian Dobbie ("Univ. of Auckland, New Zealand"); Yun Sing Koh (The University of Auckland, New Zealand) |
| 372 | Hierarchical Quick Shift Guided Recurrent Clustering | Muzaffer Can Altinigneli (Faculty of Computer Science, Data Mining, University of Vienna, Vienna, Austria)*; Lukas Miklautz (University of Vienna); Christian Böhm (LMU Munich); Claudia Plant (University of Vienna) |
| 394 | "Indexing the Matrix Profile to Allow Arbitrary Range Queries" | Yan Zhu (UC Riverside)*; Michael Yeh (UC Riverside); Zachary P Zimmerman (University of California, Riverside); Eamonn Keogh (UC Riverside) |
| 535 | D-Tucker: Fast and Memory-Efficient Tucker Decomposition for Dense Tensors | Jun-gi Jang (Seoul National University)*; U Kang (Seoul National University) |
| 585 | A Unified Framework for Multi-view Spectral Clustering | Guo Zhong (University of Macau); Chi-Man Pun (University of Macau)* |
| 670 | Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling | Mu Yuan (University of Science and Technology of China); Lan Zhang (University of Science and Technology of China)*; Xiangyang Li (University of Science and Technology of China); Hui Xiong (Rutgers University) |
| 692 | "Target Privacy Preserving for Social Networks" | Zhongyuan Jiang (Xidian University)*; Lichao Sun (Unversity of Illinois at Chicago); Philip S Yu (UIC); Hui Li (Xidian University); Jianfeng Ma (Xidian University); Yulong Shen (Xidian University) |
| 711 | "Traffic Incident Detection: A Trajectory-based Approach" | xiaolin han (The University of Hong Kong)*; Tobias Grubenmann (The University of Hong Kong); Reynold Cheng ("The University of Hong Kong, China"); S.C. Wong (The University of Hong Kong); Xiao Dong Li (The University of Hong Kong); Wen Ya Sun (The University of Hong Kong) |
| 863 | "Collective Entity Alignment via Adaptive Features" | Weixin Zeng (National University of Defense Technology); Xiang Zhao (National University of Defence Technology)*; Jiuyang Tang (National University of Defense Technology); Xuemin Lin (University of New South Wales) |
| Data Models, Semantics, Query languages | ||
| 88 | InvaliDB: Scalable Push-Based Real-Time Queries on Top of Pull-Based Databases | Wolfram WW Wingerath (Baqend)*; Felix Gessert (Universität Hamburg); Norbert Ritter (Universität Hamburg) |
| Data Provenance, Cleaning, Curation | ||
| 21 | "Discovering Band Order Dependencie" | Pei Li (Onedot A.G.); Jaroslaw Szlichta (University of Ontario Institute of Technology and IBM)*; Michael H Böhlen (University of Zurich); Divesh Srivastava (AT&T Labs Research) |
| 278 | The Pastwatch: On the usability of provenance data in relational database systems | Omar Alomeir (University of British Columbia)*; Eugenie Yujing Lai (University of British Columbia); Mostafa Milani (University of British Columbia); Rachel Pottinger (Univ. of British Columbia) |
| 761 | Query-driven Repair of Functional Dependency Violations | Stella Giannakopoulou (EPFL)*; Manos Karpathiotakis (Facebook); Anastasia Ailamaki (EPFL) |
| 768 | "Outdated Fact Detection in Knowledge Bases" | Shuang Hao (Beijing Jiaotong University)*; Chengliang Chai (Tsinghua University); Guoliang Li (Tsinghua University); Nan Tang (Qatar Computing Research Institute, HBKU); Ning Wang (School of Computer and Information Technology, Beijing Jiaotong University); Xiang Yu (Tsinghua DBgroup) |
| Data Science | ||
| 246 | "Preserving Contextual Information in Relational Matrix Operations" | Oksana Dolmatova (University of Zurich)*; Michael H Böhlen (University of Zurich); Nikolaus Augsten (University of Salzburg) |
| 378 | Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations | Lily Xu (Harvard University)*; Shahrzad Gholami (University of Southern California); Sara Mc Carthy (University of Southern California); Bistra Dilkina (University of Southern California); Andrew Plumptre (Key Biodiversity Area Secretariat); Milind Tambe (Harvard University); Rohit Singh (World Wide Fund for Nature); Mustapha Nsubuga (Wildlife Conservation Society); Joshua Mabonga (Wildlife Conservation Society); Margaret Driciru (Uganda Wildlife Authority); Fred Wanyama (Uganda Wildlife Authority); Aggrey Rwetsiba (Uganda Wildlife Authority); Tom Okello (Uganda Wildlife Authority); Eric Enyel (Uganda Wildlife Authority) |
| 449 | Telescope: An Automatic Feature Extraction and Transformation Approach for Seasonal Time Series Forecasting on a Level-Playing Field | André Bauer (University of Wuerzburg)*; Marwin Züfle (University of Wuerzburg); Nikolas Herbst (University of Wuerzburg); Samuel Kounev (University of Wuerzburg); Valentin Curtef (Cosmo Consult Data Science GmbH) |
| 544 | Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem | Chunnan Wang (HIT); Hongzhi Wang (Harbin Institute of Technology)*; TianYu Mu (Harbin Institute of Technology); Jianzhong Li (Harbin Institute of Technology); Hong Gao (Harbin Institute of Technology) |
| 868 | Toward Sampling for Deep Learning Model Diagnosis | Parmita Mehta (University of Washington)*; Magdalena Balazinska (UW); Andy Connolly (UW); Stephen K N Portillo (University of Washington) |
| Data Stream Systems and Sensor Networks | ||
| 536 | Approximate Quantiles for Datacenter Telemetry Monitoring | Gangmuk Lim (UNIST); Mohamed Hassan (Oracle); Ze Jin (Cornell University); Stavros Volos (Microsoft Research); Myeongjae Jeon (UNIST)* |
| Database Privacy, Security, and Trust | ||
| 700 | An Intersectional Definition of Fairness | Jimmy Foulds (UMBC)*; Rashidul Islam (UMBC); Kamrun Naher Keya (UMBC); Shimei Pan (UMBC) |
| 480 | LF-GDPR: A Framework for Estimating Graph Metrics with Local Differential Privacy | Qingqing Ye (Renmin University of China)*; Haibo Hu (Hong Kong Polytechnic University); Man Ho Au (Hong Kong Polytechnic University); Xiaofeng Meng (Renmin University of China); Xiaokui Xiao (National University of Singapore) |
| Distributed, Parallel and P2P Data Management | ||
| 123 | BFT-Store: Storage Partition for Permissioned Blockchain via Erasure Coding | Xiaodong Qi (East China Normal University)*; Zhao Zhang (East China Normal University); Cheqing Jin (East China Normal University); Aoying Zhou (East China Normal University) |
| 124 | Reasoning about the Future in Blockchain Databases | Sara Cohen (The Hebrew University of Jerusalem)*; Adam Rosenthal (The Hebrew University of Jerusalem); Aviv Zohar (The Hebrew University) |
| 448 | Deciding When to Trade Data Freshness for Performance in MongoDB-as-a-Service | Chenhao Huang (University of Sydney)*; Michael Cahill (MongoDB Inc); Alan Fekete (University of Sydney); Uwe Roehm (The University of Sydney) |
| 581 | PrefixFPM: A Parallel Framework for General-Purpose Frequent Pattern Mining | Da Yan (University of Alabama at Birmingham)*; Wenwen Qu (ECNU); Guimu Guo (The University of Alabama at Birmingham); Xiaoling Wang (East China Normal University) |
| 757 | HBP: Hotness Balanced Partition for Prioritized Iterative Graph Computations | Shufeng Gong (NorthEasten University)*; Yanfeng Zhang (NorthEastern University); Ge Yu (Northeast University) |
| 849 | Computing Mutual Information of Big Categorical Data and Its Application to Feature Grouping | Junli Li (Taiyuan University of Science and Technology); chaowei zhang (Auburn University); jifu zhang (Taiyuan University of Science and Technology)*; xiao qin (Auburn University) |
| Graphs, RDF, Web Data and Social Networks | ||
| 135 | StructSim: Querying Structural Node Similarity at Billion Scale | Xiaoshuang Chen (University of New South Wales); Longbin Lai (UNSW); Lu Qin (UTS); Xuemin Lin (University of New South Wales)* |
| 191 | HowSim: A General and Effective Similarity Measure on Heterogeneous Information Networks | Yue WANG (Hong Kong University of Science and Technology)*; Zhe Wang (Hong Kong University of Science and Technology); Ziyuan Zhao (Tencent); Zijian Li (Hong Kong University of Science and Technology); Xun Jian (Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology); Jianchun Song (Tencent) |
| 229 | GraphAE: Adaptive Embedding across Graphs | Bencheng Yan (Tsinghua University)*; Chaokun Wang (Tsinghua University) |
| 316 | FlashSchema: Achieving High Quality XML Schemas with Powerful Inference Algorithms and Large-scale Schema Data | Yeting Li (State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences)*; Jialun Cao (State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences); Haiming Chen (State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences); Tingjian Ge (University of Massachusetts, Lowell); Xu Zhiwu (Shenzhen University); Qiancheng Peng (China University of Geosciences) |
| 511 | Efficient Structural Clustering in Large Uncertain Graphs | Yongjiang Liang (Florida State University)*; Tingting Hu (Embry-Riddle Aeronautical University); Peixiang Zhao (Florida State University) |
| 538 | Efficient Weighted Independent Set Computation over Large Graphs | Weiguo Zheng (Fudan University)*; Jiewei Gu (Hunan University); Peng Peng (Hunan University); Jeffrey Xu Yu (Chinese University of Hong Kong) |
| 840 | Keys as Features for Graph Entity Matching | Ting Deng (" Beihang University, China")*; Lei Hou (Beihang University); Ziyan Han (Beihang University) |
| Machine Learning for Database Systems | ||
| 298 | Online Pricing with Reserve Price Constraint for Personal Data Markets | Chaoyue Niu (Shanghai Jiao Tong University)*; ZHENZHE ZHENG (Shanghai Jiao Tong University); Fan Wu (Shanghai Jiao Tong University); SHAOJIE TANG (University of Texas at Dallas); Guihai Chen (Shanghai Jiao Tong University) |
| Modern Hardware and In-Memory Database Systems | ||
| 192 | Permutation Index: Exploiting Data Skew for Improved Query Performance | Wangda Zhang (Columbia University)*; Kenneth A Ross (Columbia University) |
| Query Processing, Indexing, and Optimization | ||
| 791 | Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams | Chengcheng Yang (KAUST)*; Dong Deng (Rutgers University); Shuo Shang (KAUST); Ling Shao (Inception Institute of Artificial Intelligence) |
| 819 | A Class of R*-tree Indexes for Spatial-Visual Search of Geo-tagged Street Images | Abdullah Alfarrarjeh (University of Southern California)*; Seon Ho Kim (University of Southern California); Vinuta Hegde (University of Southern California ); - Akshansh (University of Southern California ); Cyrus Shahabi (Computer Science Department. University of Southern California); Qingyun Xie (Oracle); Siva Ravada (Oracle) |
| Search and Information extraction | ||
| 437 | Graph Embeddings for One-pass Processing of Heterogeneous Queries | Chi Thang Duong (Ecole Polytechnique Federale de Lausanne)*; Hongzhi Yin (The University of Queensland); Dung Trung Hoang (Hanoi University of Science and Technology); Minh Hung Nguyen (Griffith University); Quoc Viet Hung Nguyen (Griffith University); Matthias Weidlich (Humboldt-Universität zu Berlin); Karl Aberer (EPFL) |
| Strings, Texts, and Keyword Search | ||
| 686 | Fast Error-tolerant Location-aware Query Autocompletion | Jin Wang (UCLA); Chunbin Lin (Amazon AWS)* |
| Temporal, Spatial, Mobile and Multimedia Data | ||
| 16 | TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data | Ruiyuan Li (Xidian University; JD Finance)*; Huajun He (Southwest Jiaotong University); Rubin Wang (Southwest Jiaotong University); Sijie Ruan (Xidian University; JD Finance); yuan sui (JD Intelligent Cities Research); Jie Bao (Independent); Yu Zheng (JD Finance) |
| 99 | Learning to Rank Paths in Spatial Networks | Sean Bin Yang (Aalborg University); Bin Yang (Aalborg University)* |
| 107 | A Hybrid Learning Approach to Stochastic Routing | Simon Aagaard Pedersen (Aalborg University)*; Bin Yang (Aalborg University); Christian S Jensen (Aalborg University) |
| 751 | Shortest Path Queries for Indoor Venues with Temporal Variations | Tiantian Liu (Aalborg University)*; Zijin Feng (The Chinese University of Hong Kong); Huan Li (Aalborg University); Hua Lu (Aalborg University); Muhammad Aamir Cheema (Monash University); Hong Cheng (Chinese University of Hong Kong); Jianliang Xu (Hong Kong Baptist University) |