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We hope you enjoy IEEE ICDE 2023!
We hope you enjoy IEEE ICDE 2023!
March 2023
We hope you enjoy IEEE ICDE 2023!
March 2023
March 2023
GENERAL Chair
Chen Li University of California, Irvine USA
TheProf Chen Li UC Irvine, USA
ICDE
PC co-Chair
ICDE
IEEE International Conference on Data Engineering (ICDE) is a premier forum for the exchange and dissemination of data management research results among researchers, practitioners, developers, educators, and users. The 39th ICDE is held this year in Anaheim, California, from April 3 to April 7, 2023. After three years of ICDE being fully virtual due to the pandemic, finally, we will have the conference in-person! The conference, the associated workshops, and other social activities have about 464 in-person participants and about 177 virtual attendees. Since several authors could not travel to Anaheim mostly for visa-related reasons, the conference also includes virtual sessions. These sessions are held late in the night so as not to conflict with events associated with the in-person conference and, furthermore, to make it more convenient for virtual participants most of whom are from the far east.
IEEE ICDE 2023 lives up to its reputation of being a premier database conference with 229 research papers, 19 demos, and 47 industrial papers selected from 748, 50, and 126 submissions, respectively. Each research paper was assigned to three program committee members and one meta reviewer who managed the review/discussion process. For several papers, especially when the reviewers had low familiarity with the topic of the paper or when the need arose, a fourth review was sought. This year out of the 229 papers accepted in the research track, 2 were accepted directly, 210 were accepted after revision, and 17 were accepted after a shepherding phase.
The conference features 7 workshops covering various areas within data management, cross-disciplinary
ICDE
challenges, and applications of database technologies. It features 3 keynote talks by Professors Divy Aggrawal, Elisa Bertino, and Thomas Neumann, 5 tutorials and a Ph.D. symposium. The diversity, equity, and inclusion (DEI) events include a panel on ethics in publishing and a mentoring lunch that enables junior faculty and researchers to interact with senior colleagues on a large number of topics of relevance to establishing a research career. The conference includes an additional panel on how database technology is taught in different parts of the world.
ICDE
This year, one of the innovative program elements we introduced is a special track targeting papers that would qualify as one of the following categories: vision papers and papers that expand the landscape highlighting novel usage of database technologies including in areas of data science and other novel contexts. One of the main goals of the special track is to provide a venue for early papers highlighting new ideas, new systems, new capabilities, and new approaches to data management that might not yet have matured into deep research results. We collected a special track program committee consisting of mostly senior researchers from our community. The special track attracted over 54 submissions of which 9 were selected for presentation after extensive discussion and deliberation by the committee. These papers will be presented over two plenary sessions at the conference. In addition, ICDE 2023 features a retirement celebration for Professor Mike Carey, who has had a highly impactful career spanning over several decades. Mike will be retiring from UC Irvine at the end of 2023.
We hope you enjoy IEEE ICDE 2023!
Prof. Stefan Manegold Prof. Sharad Mehrotra CWI, Netherlands UC Irvine, USA*Minor changes to the program may have occurred last minute, such as switching a paper from in-person to virtual. The most up-to-date program is available on the ICDE 2023 website.
[PLATINUM 2]
HARDBD & ACTIVE [PLATINUM 3]
COFFEE BREAK [FOYER]
[PLATINUM 1]
[PLATINUM 2]
HARDBD & ACTIVE [PLATINUM 3]
[PLATINUM 4]
[BALLROOM AB]
8:15
9:00
APRIL 4, 2023, TUESDAY
BREAKFAST (ON YOUR OWN)
OPEN REMARKS FROM GENERAL CHAIR: Chen Li
PC CHAIR REPORT: Lei Chen and Sharad Mehrotra
KEYNOTE 1: The Persistent Problem of Applications Insecurity, Prof. Elisa Bertino, Purdue University, USA
SESSION CHAIR: Lei Chen [Grand Ballroom EF]
COFFEE BREAK [FOYER] 10:30
11:00 11:30 12:00
12:20
13:00
13:30
14:00
14:30
RESEARCH SESSION 1 AI for DB I [Ballroom CD]
RESEARCH SESSION 2 Spatial and Temporal Databases I [Ballroom AB]
INDUSTRY SESSION 1
Data Mining and Knowledge Discovery I [Platinum 3]
LUNCH [GRAND BALLROOM EF]
DEMOS [Ballroom G-K]
DEI
“Ethics in paper submissions and reviewing”
MODERATOR: Lei Chen [Platinum 2]
DEI MENTORING LUNCH (SPONSORED BY TCDE) [Platinum 1]
TUTORIAL
15:00
RESEARCH SESSION 3 Explainability, Fairness, and Trust [Ballroom CD]
15:30
16:00
16:30
17:00
RESEARCH SESSION 4
Crowdsourcing [Ballroom AB]
INDUSTRY SESSION 2 Graphs [Platinum 3]
PHD Symposium [Platinum 4]
COFFEE BREAK [FOYER]
“The LSM Design Space and its Read Optimizations”
Subhadeep Sarkar (Boston University), Niv Dayan (University of Toronto), Manos Athanassoulis (Boston University) [Platinum 2]
SPECIAL TRACK PAPER SESSION 1: ”Challenging the past and New Challenges for the future” (part of celebration of Mike Carey’s retirement)
SESSION CHAIR: Sharad Mehrotra [Grand Ballroom EF]
CELEBRATING PROF. MIKE CAREY’S CONTRIBUTIONS TO DATABASE RESEARCH AND THE COMMUNITY MODERATORS: Sharad Mehrotra and Yingyi Bu [Grand Ballroom EF] 18:00 18:45
17:30
BREAK
APRIL 4, 2023, TUESDAY (CONTINUED)
APRIL 5, 2023, WEDNESDAY Before 08:30 BREAKFAST (ON YOUR OWN)
8:30 OPEN REMARKS
9:00
9:30
KEYNOTE 2: “Trust in the Untrusted World”, Prof. Divyakant Agrawal, UCSB, USA SESSION CHAIR: Sharad Mehrotra [Grand Ballroom EF]
10:00 COFFEE BREAK [FOYER]
10:30
11:00
11:30 12:00
12:20
13:00
13:30
14:00
RESEARCH SESSION 5
Graphs I [Ballroom CD]
RESEARCH SESSION 6 Data Mining and Knowledge [Ballroom AB]
DEMOS (repeat) [Ballroom G-K]
INDUSTRY PAPER SESSION 3: Data Mining and Knowledge Discovery II [Platinum 3]
TUTORIAL “Data Acquisition and Valuation in Data Markets” (Part I)
Jian Pei (Duke University), Xiaohui Yu (York University) [Platinum 2]
EXECUTIVE LUNCH WITH AWARDS [BALLROOM EF]
14:30
RESEARCH SESSION 7
Order Pricing, Data Visualization and Interactive Data Search and Exploration [Platinum 4]
15:00
RESEARCH SESSION 8 Information Integration and Data Quality [Ballroom CD]
RESEARCH SESSION 9 Query Processing, Indexing, and Optimization I [Ballroom AB]
INDUSTRY PAPER SESSION 4: Database and Data Management Systems [Platinum 3]
TUTORIAL “Data Acquisition and Valuation in Data Markets” (Part II), Jian Pei (Duke University), Xiaohui Yu (York University) [Platinum 2]
15:30
16:00
16:30
APRIL 5, 2023, WEDNESDAY (CONTINUED)
COFFEE BREAK [FOYER]
RESEARCH SESSION 10
Distributed, Parallel and P2P Data Management [Platinum 4]
RESEARCH SESSION 11 Data
Mining and Knowledge Discovery II [Platinum 3]
RESEARCH SESSION 12
Query Processing [Ballroom CD]
RESEARCH SESSION 13
PANEL [Platinum 2]
19:00 19:30 20:00 20:30 21:00 END
APRIL 6, 2023, THURSDAY Before 08:30
8:30
9:00 9:30
10:00
10:30 RESEARCH SESSION 14
11:00 11:30 12:00 12:20
13:00 13:30
Data
Mining and Knowledge
Discovery III [Platinum 4]
BREAKFAST (ON YOUR OWN)
OPEN REMARKS
KEYNOTE 3: “What makes database systems fast? An ablation study”, Prof. Thomas Neumann, Technical University of Munich, Germany
SESSION CHAIR: Chen Li [Grand Ballroom EF]
COFFEE BREAK [FOYER]
RESEARCH SESSION 15
Graphs II [Ballroom CD]
RESEARCH SESSION 16 IOT and Blockchain Data Management [Ballroom AB]
INDUSTRY SESSION 5 Data
Mining and Knowledge
Discovery III [Platinum 3]
LUNCH [GRAND BALLROOM EF]
TUTORIAL “Synthetic Data Generation for Enterprise DBMS” (Part I), Anupam Sanghi (IBM Research), Jayant Haritsa (Indian Institute of Science) [Platinum 2]
14:00
14:30
APRIL 6, 2023, THURSDAY (CONTINUED)
15:00
RESEARCH SESSION 17 Data Mining and Knowledge Discovery IV [Platinum 4]
15:30
16:00
16:30
17:00
17:30
RESEARCH SESSION 18 Very Large Data Science Applications/ pipelines [Ballroom CD]
RESEARCH SESSION 19 Graph III [Ballroom AB]
INDUSTRY SESSION 6 Modern Topics in Data Management [Platinum 3]
COFFEE BREAK [FOYER]
TUTORIAL “Synthetic Data Generation for Enterprise DBMS” (Part II)
Anupam Sanghi (IBM Research), Jayant Haritsa (Indian Institute of Science) [Platinum 2]
SPECIAL TRACK PAPER SESSION 2: MARKETPLACE, ECONOMICS, AND INSIGHTS PANEL MODERATOR: C. Mohan [ Grand Ballroom EF]
18:00 END
APRIL 7, 2023, FRIDAY Before 08:30 BREAKFAST (ON YOUR OWN)
8:30
9:00 9:30
RESEARCH SESSION 20
Graphs IV [Platinum 3]
RESEARCH SESSION 21 Modern Hardware and In-Memory Database Systems [Ballroom CD]
11:00
RESEARCH SESSION 23
RESEARCH SESSION 22 Query Processing, Indexing, and Optimization II [Ballroom AB]
TUTORIAL “Graph Neural Networks for Tabular Data Learning”, Cheng-Te Li (National Cheng Kung University), Yu-Che Tsai (National Taiwan University), Jay Chiehen Liao (National Cheng Kung University) [Platinum 2]
COFFEE BREAK [FOYER]
11:30
Data Mining and Knowledge Discovery V [Platinum 3]
12:30
RESEARCH SESSION 24 Query Processing, Indexing, and Optimization III [Ballroom CD]
RESEARCH SESSION 25 Text, Semi-Structured Data, IR, Image, and Multimedia databases [Ballroom AB]
SESSION 1
Graphs, Networks, and Semistructured Data (I)
APRIL 4TH TUESDAY 10:00PM-12:00AM (LA TIME GMT-8) -
APRIL 5TH WEDNESDAY 1:00PM-3:00PM (BEIJING, HK TIME, GMT+8)
SESSION 2
Recommendation and Explanation
SESSION 3 Industry Track: Recommendation and Search
SESSION 4 Graphs Processing (I)
SESSION 5
Data Mining and Knowledge Discovery (I)
SESSION 6
AI for Database Systems(I)
APRIL 5TH WEDNESDAY, 10:00PM-12:00AM (LA TIME GMT-8) -
APRIL 6TH THURSDAY 1:00PM-3:00PM (BEIJING, HK TIME, GMT+8)
SESSION 7 Virtual Demo
SESSION 8
Dynamic Graph Processing
SESSION 9 AI for Database Systems (II)
SESSION 10 Industry Track Data Mining and Knowledge Discovery
SESSION 11 Spatial and Temporal Databases
SESSION 12: Graphs, Networks, and Semistructured Data (II)
SESSION 13 Data Visualization, Data Integration and Blockchain
APRIL 6TH, THURSDAY, 10:00PM-12:00AM (LA TIME GMT-8) -
APRIL 7TH FRIDAY 1:00PM-3:00PM (BEIJING, HK TIME, GMT+8)
SESSION 15
SESSION 14
Data Mining and Knowledge Discovery (II)
Query Processing and Modern Hardware Database Systems
SESSION 16 Industry Track: Query Processing
SESSION 17
Graphs Processing (II)
SESSION 18
Data Mining and Knowledge Discovery (III)
SESSION 19
Approximate Query Processing, Exploration and Outlier Detection
SESSION 20 Graphs, Networks, and Semistructured Data (III)
Ballroom CD
Ballroom CD
Ballroom AB
Platinum 2
Platinum 3
Platinum 4
Ballroom CD ASTRIDE
Ballroom AB
OPEN REMARKS FROM GENERAL CHAIR: Chen Li
PC CHAIR REPORT: Lei Chen and Sharad Mehrotra
KEYNOTE 1: The Persistent Problem of Applications Insecurity, Prof. Elisa Bertino, Purdue University, USA
SESSION CHAIR: Lei Chen
RESEARCH SESSION 1: AI FOR DB I
RS1, 1: AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation
Jintao Zhang (Tsinghua University); Chao Zhang (Tsinghua University); Guoliang Li (Tsinghua University)*; Chengliang Chai (Beijing Institute of Technology)
RS1, 2: Dynamic Materialized View Management using Graph Neural Network
Yue Han (Tsinghua University); Chengliang Chai (Beijing Institute of Technology); Jiabin Liu (Tsinghua University); Guoliang Li (Tsinghua University)*; Chuangxian Wei (Alibaba); Chaoqun Zhan (Alibaba Inc.)
RS1, 3: GAR: A Generate-and-Rank Approach for Natural Language to SQL Translation
Yuankai FAN (Fudan University)*; Zhenying He (Fudan University); Tonghui Ren (Fudan University); Dianjun Guo (Fudan University); Lin Chen (Fudan University); Ruisi Zhu (Fudan University); Guanduo Chen (Fudan University); Yinan Jing (Fudan University); Kai Zhang (Fudan University); X. Sean Wang (Fudan University)
RS1, 4: Efficiently Learning Spatial Indices
Guanli Liu (The University of Melbourne); Jianzhong Qi (The University of Melbourne)*; Christian S Jensen (Aalborg University); James Bailey (The University of Melbourne); Lars Kulik (University of Melbourne)
RS1, 5: Discovering Editing Rules by Deep Reinforcement Learning
Yinan Mei (Tsinghua University); Shaoxu Song (Tsinghua University)*; Chenguang Fang (Tsinghua University); Ziheng Wei (Huawei Technologies Co., Ltd.); Jingyun Fang (Huawei Technologies Co., Ltd.); Jiang Long (Huawei Technologies Co., Ltd.)
RS1, 6: Towards Optimizing Storage Costs on the Cloud
Koyel Mukherjee (Adobe Research)*; Raunak Shah (Adobe Research); Shiv K Saini (Adobe Research); Karanpreet Singh (Google); Khushi (Google); Harsh Kesarwani (IIT Roorkee); Kavya Barnwal (Adobe); Ayush Chauhan (University of Texas at Austin)
“*” Denotes the corresponding author
10:30 12:20 Platinum 3
RESEARCH SESSION 2: SPATIAL AND TEMPORAL DATABASES I
RS2, 1: Matrix Factorization with Landmarks for Spatial Data
Chenguang Fang (Tsinghua University); Yinan Mei (Tsinghua University); Shaoxu Song (Tsinghua University)*
RS2, 2: Efficient Public Transport Planning on Roads
Libin Wang (Hong Kong University of Science and Technology)*; Raymond Chi-Wing Wong (Hong Kong University of Science and Technology)
RS2, 3: Global Routing Optimization In Road Networks
Yehong Xu (Hong Kong university of science and technology)*; Lei Li (The Hong Kong University of Science and Technology (Guang Zhou)); Mengxuan Zhang (Iowa State University); Zizhuo Xu (The Hong Kong University of Science and Technology); Xiaofang Zhou (The Hong Kong University of Science and Technology)
RS2, 4: Towards Efficient MIT query in Trajectory Data
Jian Chen (Harbin Institute of Technology)*; Hong Gao (Harbin Institute of Technology); Kaiqi Zhang (Harbin Institute of Technology); Jiachi Wang (Harbin Institute of Technology); Yubo Luo (Harbin Institute of Technology); Zhenqing Wu (Harbin Institute of Technology); Jianzhong Li (Harbin Institute of Technology)
RS2, 5: Finding Top-k Optimal Routes with Collective Spatial Keywords on Road Networks
Li Jiajia (Shenyang Aerospace University); Xing Xiong (Shenyang Aerospace University); Lei Li (The Hong Kong University of Science and Technology (Guang Zhou))*; Dan He (University of Queensland); Chuanyu Zong (Shenyang Aerospace University); Xiaofang Zhou (The Hong Kong University of Science and Technology)
RS2, 6: Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning
Qianru Zhang (The University of Hong Kong)*; ZHENG WANG (Nanyang Technological University); Cheng Long (Nanyang Technological University); Chao Huang (University of Hong Kong); S.M. Yiu (The University of Hong Kong); Yiding Liu (Baidu Inc.); Gao Cong (Nanyang Technological University); Jieming Shi (The Hong Kong Polytechnic University)
IS1, 1: Cross-Domain Disentangled Learning for E-Commerce Live Streaming Recommendation
Yixin Zhang (Shandong University)*; Yong Liu (Nanyang Technological University); Hao Xiong (Alibaba); YI LIU (Alibaba); Fuqiang Yu (Shangdong university); Wei He (Shandong University); Yonghui Xu (Shandong University); Lizhen Cui (ShanDong University); Chunyan Miao (NTU)
10:30 12:20
Ballroom G-K
IS1, 2: Hierarchical Interest Modeling of Long-tailed Users for Click-Through Rate Prediction
Xu Xie (Peking University)*; Jin Niu (Alibaba Group); Lifang Deng (Alibaba Group); Dan Wang (Alibaba Group); Jiandong Zhang (Alibaba); Zhihua Wu (Lazada); Kaigui Bian (Peking University); Gang Cao (Beijing Academy of Artificial Intelligence); Bin Cui (Peking University)
IS1, 3: DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation
Feng Zhu (Ant Group)*; mingjie zhong (antgroup); Xinxing Yang (Ant Group); longfei li (Ant Financial Services Group ); Lu Yu (Ant Group); Tiehua Zhang (Ant Group); Jun Zhou (Ant Financial); Chaochao Chen (Zhejiang University); Fei Wu (Zhejiang University, China); Guanfeng Liu (Macquarie University); Yan Wang (Macquarie University, Austrilia)
IS1, 4: Decision Support System for Chronic Diseases Based on Drug-Drug Interactions
Tian Bian (The Chinese University of Hong Kong)*; Yuli Jiang (The Chinese Univercity of Hong Kong); Jia Li (Hong Kong University of Science and Technology); Tingyang Xu (Tencent AI Lab); Yu Rong (Tencent AI Lab); Yi Su (Hunan Normal University); Timothy KWOK (The Chinese University of Hong Kong); Helen Meng (The Chinese University of Hong Kong); Hong Cheng (Chinese University of Hong Kong)
IS1, 5: PUSION – A Generic and Automated Framework for Decision Fusion
Yannick Wilhelm (Festo SE & Co. KG; University of Stuttgart)*; Peter Reimann (Graduate School advanced Manufacturing Engineering); Wolfgang Gauchel (Festo SE & Co. KG); Steffen Klein (Saarland University); Bernhard Mitschang (University of Stuttgart)
IS1, 6: Two-Sided Instant Incentive Optimization under a Shared Budget in Ride-Hailing Services
Junlin Chen (Tsinghua University); Xin Liu (Meituan); Weidong Liu (Meituan); Hai Jiang (Tsinghua University)*
DEMOS
DS 1: SVQ-ACT: Querying for Actions over Videos
Daren Chao (University of Toronto)*; Kaiwen Chen (University of Toronto); Nick Koudas (University of Toronto)
DS 2: GENSQL: A Generative Natural Language Interface to Database Systems
Yuankai FAN (Fudan University)*; Tonghui Ren (Fudan University); Zhenying He (Fudan University); X. Sean Wang (Fudan University); Ye Zhang (China UnionPay Merchant Services Co.,LTD.); Xingang Li (China UnionPay Merchant Services Co.,LTD.)
DS 3: MetroWatch: A Predictive System to Estimate Travel Attributes Using Smart Card Data
Janaka C Thilakarathna ( management University)*; Baihua Zheng ( Management University); Thivya Kandappu (“ Management University, ”)
DS 4: Graph-based Tool for Exploring PubMed Knowledge Base
Simone Bottoni (University of Insubria)*; Alberto Trombetta (University of Insubria); Flavio Bertini (University of Parma); Danilo Montesi (University of Bologna); Francesca Bonin (IBM Research ); Alessandra Pascale (IBM Research ); Martin Gleize (IBM Research); Pierpaolo Tommasi (IBM)
DS 5: BLUTune: Tuning Up IBM Db2 with ML
Connor Henderson (York University and IBM CAS); Vincent Corvinelli (IBM Ltd.); Parke Godfrey (York University); Piotr Mierzejewski (IBM Ltd.); Jaroslaw Szlichta (York University and IBM CAS)*; Calisto Zuzarte (IBM Ltd.)
DS 6: FALL: A Modular Adaptive Learning Platform for Streaming Data
Benjamin Halstead (The University of Auckland)*; Yun Sing Koh (University of Auckland); Patricia J Riddle (University of Auckland, New Zealand); Mykola Pechenizkiy (TU Eindhoven); Albert Bifet (University of Waikato)
10:30 12:20
Ballroom G-K
DS 7: PyLatheDB – A Library for Relational Keyword Search with Support to Schema References
Paulo Martins (Federal University of Amazonas)*; Ariel Afonso (Federal University of Amazonas); Altigran Soares da Silva (Universidade Federal do Amazonas)
DS 8: CREDENCE: Counterfactual Explanations for Document Ranking Joel E Rorseth (University of Waterloo)*; Parke Godfrey (York University); Lukasz Golab (University of Waterloo); Mehdi Kargar (Ryerson University); Divesh Srivastava (AT&T Chief Data Office); Jaroslaw Szlichta (York University and IBM CAS)
DS 9: Example Searcher: A Spatial Query System via Example Jun Xuan Yew (Nanyang Technological University); Ningyi Liao (Nanyang Technological University )*; Dingheng Mo (Nanyang Technological University); Siqiang Luo (Nanyang Technological University)
DS 10: T-FinKB: A Platform of Temporal Financial Knowledge Base Construction
Xinyi Zhu (HKUST (GZ)); liping wang (HKUST-GZ); Xin Hao (HKUST); Xiaohan Wang (CUHK); Zhifeng Jia (Hong Kong University of Science and Technology); Jiyao Wang (The Hong Kong University of Science and Technology); Chunming MA (HKUST (GZ)); Yuxiang Zeng (Hong Kong University of Science and Technology)*
DS 11: CRYPTEXT: Database and Interactive Toolkit of Human-Written Text Perturbations in the Wild Thai Le (University of Mississippi)*; Yiran Ye (Penn State University); Dongwon Lee (Penn State University); Yifan Hu (Yahoo Research)
DS 12: EdgeVisionBench: A Benchmark of Evolving Input Domains for Vision Applications at Edge
Qinglong Zhang (Beijing Institute of Technology); Rui Han (Beijing Institute of Technology)*; Chi Harold Liu (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Lydia Chen (TU Delft)
DS 13: Unshackling Database Benchmarking from Synthetic Workloads
Parimarjan Negi (MIT CSAIL); Laurent Bindschaedler (MIT); Mohammad Alizadeh (MIT CSAIL); Tim Kraska (MIT); Jyoti Leeka (Microsoft); Anja Gruenheid (Microsoft); Matteo Interlandi (Microsoft)*
DS 14: Causal What-If and How-To Analysis Using Hyper
10:30 12:20
Ballroom G-K
Fangzhu Shen (Duke University); Kayvon Heravi (University of california san diego); Oscar A Gomez (Duke University); Sainyam Galhotra (University of Chicago)*; Amir Gilad (Duke University); Sudeepa Roy (Duke University, USA); Babak Salimi (University of California at San Diego)
DS 15: CORGI: An interactive framework for Customizable and Robust Location Obfuscation
Primal Pappachan (Penn State University)*; Vishnu Sharma Hunsur Manjunath (Penn State); Chenxi Qiu (University of North Texas); Anna Cinzia Squicciarini (Pennsylvania State University); Hailey Onweller (Penn State)
DS 16: iORDER: Mining Implicit Domain Orders
Alexander Bianchi (Ontario Tech University); Reza Karegar (University of Waterloo); Parke Godfrey (York University); Lukasz Golab (University of Waterloo); Mehdi Kargar (Ryerson University); Divesh Srivastava (AT&T Chief Data Office); Jaroslaw Szlichta (York University and IBM CAS)*
MODERATOR: Lei
APRIL 4, 2023, TUESDAY (CONTINUED)
RESEARCH SESSION 3: EXPLAINABILITY, FAIRNESS, AND TRUST
RS3, 1: Detection of Groups With Biased Representation in Ranking
Yuval Moskovitch (Ben Gurion University)*; Jinyang Li (University of Michigan); H. V. Jagadish (University of Michigan)
RS3, 2: Keyword-based Socially Tenuous Group Queries
Huaijie Zhu (Sun Yat-Sen University)*; Wei Liu (University of Macau, Sun Yat-Sen University); Jian Yin (Sun Yat-Sen University); Ningning Cui (Anhui University); Jianliang Xu (Hong Kong Baptist University); Xin Huang (Hong Kong Baptist University); Wang-Chien Lee (Pennsylvania State University, USA)
RS3, 3: A Hierarchical Approach to Anomalous Subgroup Discovery
Eliana Pastor (Politecnico di Torino)*; Elena Baralis (Politecnico di Torino); Luca de Alfaro (University of California, Santa Cruz)
RS3, 4: On Explaining Confounding Bias
Brit Youngmann (MIT)*; Michael Cafarella (MIT CSAIL); Yuval Moskovitch (University of Michigan); Babak Salimi (University of California at San Diego)
RS3, 5: Efficient and Compact Spreadsheet Formula Graphs
Dixin Tang (University of California, Berkeley)*; Fanchao Chen (Fudan University); Christopher P De Leon (UC Berkeley); Jeaseok Yun (University of California, Berkeley); Tana Wattanawaroon (Kasetsart University); Srinivasan Seshadri (University of California, Berkeley); Aditya Parameswaran (University of California, Berkeley)
RESEARCH SESSION 4: CROWDSOURCING
RS4, 1: Air-Ground Spatial Crowdsourcing with UAV Carriers by Geometric Graph Convolutional Multi-Agent Deep Reinforcement Learning
Yu Wang (Beijing Institute of Technology ); Jingfei Wu (Beijing Institute of Technology); Hua Xingyuan (School of Computer Science
Beijing Institute of Technology); Chi Harold Liu (Beijing Institute of Technology)*; Guozheng Li (Beijing Institute of Technology ); Jianxin Zhao (Beijing Institute of Technology); Ye Yuan ( Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)
RS4, 2: Batch-Based Cooperative Task Assignment in Spatial Crowdsourcing
Yi Yang (Beijing Institute of Technology)*; Yurong Cheng (Beijing institute of technology); Yeru Yang (Beijing Institute of Technology); Ye Yuan ( Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)
APRIL 4, 2023, TUESDAY (CONTINUED)
RS4, 3: Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning
Yuxiao Ye (Beijing Institute of Technology); Chi Harold Liu (Beijing Institute of Technology)*; Zipeng Dai (Beijing Institute of Technology); Jianxin Zhao (Beijing Institute of Technology); Ye Yuan ( Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Jian Tang (Midea Group)
RS4, 4: Dynamic Private Task Assignment under Differential Privacy
14:00 15:30
Ballroom AB
Leilei Du (ECNU); Peng Cheng (East China Normal University)*; Libin Zheng (Sun Yat-sen University); Wei Xi (Xi’an Jiaotong University); Xuemin Lin (Shanghai Jiaotong University); Wenjie Zhang (University of New South Wales); Jing Fang (ECNU)
RS4, 5: Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd
Haodi Zhang (Shenzhen University)*; Wenxi Huang (Shenzhen University); Zhenhan Su (Shenzhen University); Junyang Chen (Shenzhen University); Di Jiang (WeBank); Lixin Fan (WeBank); Chen Zhang (The Hong Kong Polytechnic University); Defu Lian (University of Science and Technology of China); Kaishun Wu (Shenzhen University)
IS2, 1: Reactive Company Control in Company Knowledge Graphs (Best Industrial Paper)
Davide Magnanimi (Politecnico di Milano)*; Luigi Bellomarini (Banca d’Italia); Stefano Ceri (Politecnico di Milano); Davide Martinenghi (Politecnico di Milano)
IS2, 2: InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs
Dalong Zhang (Ant Financial Services Group)*; Xianzheng Song (Ant Financial Services Group); Zhiyang Hu (Ant Financial Services Group); Yang Li (Ant Financial Services Group); Miao Tao (Ant Financial Services Group); Binbin Hu (Ant Financial Services Group); Lin Wang (Ant Financial); Zhiqiang Zhang (Ant Group); Jun Zhou (Ant Financial)
IS2, 3: GARCIA: Powering Representations of Long-tail Query with Multi–granularity Contrastive Learning
Weifan Wang (antgroup)*; Binbin Hu (Ant Financial Services Group); zhicheng peng (AntGroup); Mingjie Zhong (antgroup); Zhiqiang Zhang (Ant Group); Zhongyi Liu (Ant Group); Guannan Zhang (Ant Group); Jun Zhou (Ant Financial)
IS2, 4: Who Would be Interested in Services? An Entity Graph Learning System for User Targeting
dan yang (Ant Group)*; Binbin Hu (Ant Financial Services Group); Xiaoyan Yang (Ant group); Yue Shen (Ant Financial Services Group); Zhiqiang Zhang (Ant Group); Jinjie Gu (Ant Financial); Guannan Zhang (Ant Financial Services Group)
APRIL 4, 2023, TUESDAY (CONTINUED)
IS2, 5: Tele-Knowledge Pre-training for Fault Analysis
14:00 15:30
Platinum 3
Zhuo Chen (Zhejiang University)*; Wen Zhang (Zhejiang University); Yufeng Huang (Zhejiang University); Mingyang Chen (Zhejiang University); Yuxia Geng (Zhejiang University); Hongtao Yu (Zhejiang University); Zhen Bi (Zhejiang University); Yichi Zhang (Zhejiang University); Zhen Yao (Zhejiang University); Wenting Song (Huawei Technologies Co., Ltd); Wu Xinliang (Huawei); Yi Yang (HUAWEI TECHNOLOGIES
CO., LTD.); Song Jiang (Huawei Technologies Co., Ltd); Zhaoyang Lian (Huawei); Yingying Li (Huawei Technologies Co., Ltd.); Huajun Chen (Zhejiang University)
14:00 15:30
Platinum 4
PHD SYMPOSIUM
TUTORIAL
“The LSM Design Space and its Read Optimizations”
14:00 15:30
15:30 16:00
Platinum 2
Subhadeep Sarkar (Boston University), Niv Dayan (University of Toronto), Manos Athanassoulis (Boston University)
FOYER COFFEE BREAK
SPECIAL TRACK PAPER SESSION 1: ”Challenging the past and New Challenges for the future” (part of celebration of Mike Carey’s retirement)
SESSION CHAIR: Sharad Mehrotra
SS1, 1: The Metaverse Data Deluge: What Can We Do About It?
Beng Chin Ooi (NUS)*; Gang Chen (Zhejiang University); Mike Zheng Shou (National University of ); Kian-Lee Tan (National University of );
Anthony Tung (NUS); Xiaokui Xiao (National University of ); James Yip (National University Hospital); Binxue Zhang (University of Shanghai for Science and Technology); Meihui Zhang (Beijing Institute of Technology)
16:00 17:30
Grand Ballroom EF
SS1, 2: Relational Fabric: Transparent Data Transformation
Tarikul Islam Papon (Boston University)*; Ju Hyoung Mun (Boston University); Shahin Roozkhosh (Boston University); Denis Hoornaert (Technical University of Munich); Ahmed Sanaullah (Redhat); Ulrich Drepper (Redhat); Renato Mancuso (Boston University); Manos
Athanassoulis (Boston University)
SS1, 3: Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation Analytics
Viktor Sanca (EPFL)*; Anastasia Ailamaki (EPFL)
SS1, 4: Nested Loops Revisited Again
Hiroyuki Yamada (The University of Tokyo)*; Kazuo Goda (Institute of Industrial Science, The University of Tokyo); Masaru Kitsuregawa (University of Tokyo, Japan)
17:30 18:45
Grand Ballroom EF
CELEBRATING PROF. MIKE CAREY’S CONTRIBUTIONS TO DATABASE RESEARCH AND THE COMMUNITY
MODERATORS: Sharad Mehrotra and Yingyi Bu
OPEN REMARKS
KEYNOTE 2: “Trust in the Untrusted World”, Prof. Divyakant Agrawal, UCSB, USA
SESSION
RESEARCH SESSION 5: GRAPHS I
RS5, 1: Fair Group Summarization with Graph Patterns
Hanchao Ma (Case Western Reserve University)*; Sheng Guan (Case Western Reserve University); Mengying Wang (Case Western Reserve University ); Qi Song (University of Science and Technology of China); Yinghui Wu (Case Western Reserve University)
RS5, 2: IFCA: Index-Free Community-Aware Reachability Processing Over Large Dynamic Graphs
Yue Pang (Peking University)*; Lei Zou (Peking University); Yu Liu (Peking University)
RS5, 3: PSPC: Efficient Parallel Shortest Path Counting on Large-Scale Graphs
You Peng (The Chinese University of Hong Kong)*; Jeffrey Xu Yu (Chinese University of Hong Kong); Sibo Wang (The Chinese University of Hong Kong)
RS5, 4: Partitioner Selection with EASE to Optimize Distributed Graph Processing
Nikolai Merkel (Technical University of Munich)*; Ruben Mayer (Technical University of Munich); Tawkir Ahmed Fakir (Technical University of Munich); Hans-Arno Jacobsen (University of Toronto)
RS5, 5: Efficient Multi-GPU Graph Processing with Remote Work Stealing
Ke Meng (Alibaba Group)*; Liang Geng (Alibaba Group); Xue Li (Alibaba Group); Qian Tao (Alibaba Group); Wenyuan Yu (Alibaba Group); Jingren Zhou (Alibaba Group)
RS5, 6: Towards Efficient Shortest Path Counting on Billion-Scale Graphs
10:30 12:20
Yiqi WANG (UNSW); Long Yuan (Nanjing University of Science and Technology)*; Zi Chen (East China Normal University); Wenjie Zhang (University of New South Wales); Xuemin Lin (University of New South Wales); Qing Liu (Data61, CSIRO)
RS6, 1: ROI-demand Traffic Prediction: A Pre-train, Query and Finetune Framework
Yue Cui (The Hong Kong University of Science and Technology)*; Shuhao Li (Guangzhou University); Wenjin Deng (University of Electronic Science and Technology of China); Zhaokun Zhang (University of Electronic Science and Technology of China); Jing ZHAO (HKUST); Kai Zheng (University of Electronic Science and Technology of China); Xiaofang Zhou (The Hong Kong University of Science and Technology)
RS6, 2: Efficient Augmentation for Imbalanced Deep Learning
Damien Dablain (Notre Dame)*; Colin Bellinger (National Research Council of Canada); Bartosz Krawczyk (Virginia Commonwealth University); Nitesh Chawla (Notre Dame)
RS6, 3: SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs
10:30 12:20
Xiao Qin (AWS AI/ML)*; Nasrullah Sheikh (IBM); Chuan Lei (Amazon Web Services); Berthold Reinwald (IBM Research-Almaden); Giacomo Domeniconi (U.S. Bank)
RS6, 4: A Competition-Aware Approach to Accurate TV Show Recommendation
Hong-Kyun Bae (Hanyang University); Yeon-Chang Lee (Georgia Institute of Technology); Kyungsik Han (Hanyang University); Sang-Wook Kim (Hanyang University, Korea)*
RS6, 5: HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network
Khaled Mohammed Saifuddin (Georgia State University)*; Briana Bumgardner (Rice University); Farhan Tanvir (Oklahoma State University); Esra Akbas (Georgia State University)
RS6, 6: Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution
Xiao He (Alibaba Group)*; Jian Tan (Alibaba); Bin Wu (Alibaba Group); Feifei Li (Alibaba Group); Xinping Zhang (Alibaba Group); Gaozhong Liang (Alibaba Group); Jinfeng Xu (City University of Hong Kong)
DEMOS
10:30 12:20
Room G-K
DS 1: SVQ-ACT: Querying for Actions over Videos
Daren Chao (University of Toronto)*; Kaiwen Chen (university of Toronto); Nick Koudas (University of Toronto)
DS 2: GENSQL: A Generative Natural Language Interface to Database Systems
Yuankai FAN (Fudan University)*; Tonghui Ren (Fudan University); Zhenying He (Fudan University); X. Sean Wang (Fudan University); Ye Zhang (China UnionPay Merchant Services Co.,LTD.); Xingang Li (China UnionPay Merchant Services Co.,LTD.)
DS 3: MetroWatch: A Predictive System to Estimate Travel Attributes Using Smart Card Data
Janaka C Thilakarathna (Management University)*; Baihua Zheng (Management University); Thivya Kandappu (Management University )
DS 4: Graph-based Tool for Exploring PubMed Knowledge Base
Simone Bottoni (University of Insubria)*; Alberto Trombetta (University of Insubria); Flavio Bertini (University of Parma); Danilo Montesi (University of Bologna); Francesca Bonin (IBM Research ); Alessandra Pascale (IBM Research ); Martin Gleize (IBM Research); Pierpaolo Tommasi (IBM)
DS 5: BLUTune: Tuning Up IBM Db2 with ML
10:30 12:20
Ballroom G-K
Connor Henderson (York University and IBM CAS); Vincent Corvinelli (IBM Ltd.); Parke Godfrey (York University); Piotr Mierzejewski (IBM Ltd.); Jaroslaw Szlichta (York University and IBM CAS)*; Calisto Zuzarte (IBM Ltd.)
DS 6: FALL: A Modular Adaptive Learning Platform for Streaming Data
Benjamin Halstead (The University of Auckland)*; Yun Sing Koh (University of Auckland); Patricia J Riddle (University of Auckland, New Zealand); Mykola Pechenizkiy (TU Eindhoven);
Albert Bifet (University of Waikato)
DS 7: PyLatheDB – A Library for Relational Keyword Search with Support to Schema References Paulo Martins (Federal University of Amazonas)*; Ariel Afonso (Federal University of Amazonas); Altigran Soares da Silva (Universidade Federal do Amazonas)
DS 8: CREDENCE: Counterfactual Explanations for Document Ranking Joel E Rorseth (University of Waterloo)*; Parke Godfrey (York University); Lukasz Golab (University of Waterloo); Mehdi Kargar (Ryerson University); Divesh Srivastava (AT&T Chief Data Office); Jaroslaw Szlichta (York University and IBM CAS)
DS 9: Example Searcher: A Spatial Query System via Example Jun Xuan Yew (Nanyang Technological University); Ningyi Liao (Nanyang Technological University )*; Dingheng Mo (Nanyang Technological University); Siqiang Luo (Nanyang Technological University)
DS 10: T-FinKB: A Platform of Temporal Financial Knowledge Base Construction
Xinyi Zhu (HKUST (GZ)); liping wang (HKUST-GZ); Xin Hao (HKUST); Xiaohan Wang (CUHK); Zhifeng Jia (Hong Kong University of Science and Technology); Jiyao Wang (The Hong Kong University of Science and Technology); Chunming MA (HKUST (GZ)); Yuxiang Zeng (Hong Kong University of Science and Technology)*
DS 11: CRYPTEXT: Database and Interactive Toolkit of Human-Written Text Perturbations in the Wild Thai Le (University of Mississippi)*; Yiran Ye (Penn State University); Dongwon Lee (Penn State University); Yifan Hu (Yahoo Research)
DS 12: EdgeVisionBench: A Benchmark of Evolving Input Domains for Vision Applications at Edge Qinglong Zhang (Beijing Institute of Technology); Rui Han (Beijing Institute of Technology)*; Chi Harold Liu (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Lydia Chen (TU Delft)
DS 13: Unshackling Database Benchmarking from Synthetic Workloads
Parimarjan Negi (MIT CSAIL); Laurent Bindschaedler (MIT); Mohammad Alizadeh (MIT CSAIL); Tim Kraska (MIT); Jyoti Leeka (Microsoft); Anja Gruenheid (Microsoft); Matteo Interlandi (Microsoft)*
DS 14: Causal What-If and How-To Analysis Using Hyper Fangzhu Shen (Duke University); Kayvon Heravi (University of california san diego); Oscar A Gomez (Duke University); Sainyam Galhotra (University of Chicago)*; Amir Gilad (Duke University); Sudeepa Roy (Duke University, USA); Babak Salimi (University of California at San Diego)
DS 15: CORGI: An interactive framework for Customizable and Robust Location Obfuscation
Primal Pappachan (Penn State University)*; Vishnu Sharma Hunsur Manjunath (Penn State); Chenxi Qiu (University of North Texas); Anna Cinzia Squicciarini (Pennsylvania State University); Hailey Onweller (Penn State)
DS 16: iORDER: Mining Implicit Domain Orders
Alexander Bianchi (Ontario Tech University); Reza Karegar (University of Waterloo); Parke Godfrey (York University); Lukasz Golab (University of Waterloo); Mehdi Kargar (Ryerson University); Divesh Srivastava (AT&T Chief Data Office); Jaroslaw Szlichta (York University and IBM CAS)*
10:30 12:20
APRIL 5, 2023, WEDNESDAY (CONTINUED)
INDUSTRY SESSION 3: DATA MINING AND KNOWLEDGE DISCOVERY II
IS3, 1: Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph
Shumin Deng (National University of )*; Chengming Wang (alibaba ); Zhoubo Li (Zhejiang University); Ningyu Zhang (Zhejiang University); zelin Dai (Alibaba); Hehong Chen (Alibaba); Feiyu Xiong (Alibaba Group); Ming Yan (Alibaba Group); Qiang Chen (Alibaba Group); Mosha Chen (Alibaba Group); Jiaoyan Chen (The University of Manchester); Jeff Z. Pan (The University of Edinburgh); Bryan Hooi (NUS); Huajun Chen (Zhejiang University)
IS3, 2: GCRL: Efficient Delivery Area Assignment for Last-mile Logistics with Group-based Cooperative Reinforcement Learning
Hai Wang (Southeast University)*; Shuai Wang (Southeast University); Yu Yang (Lehigh University); Desheng Zhang (Rutgers University)
IS3, 3: Modeling Intra- and Inter-community Information for Route and Time Prediction in Last-mile Delivery
Yuting Qiang (Cainiao smart logistics network, Alibaba Group)*; Haomin Wen (Beijing Jiaotong University); lixia wu (Cainiao Ltd. ); Xiaowei Mao (Beijing Jiaotong University); Fan Wu (Cainiao Network); Huaiyu Wan (Beijing Jiaotong University); Haoyuan Hu (Cainiao Network)
IS3, 4: BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service
Boya Du (Alibaba Group)*; Shaochuan Lin (Alibaba Group); Jiong Gao (Alibaba Group ); Xiyu Ji (Alibaba Group ); Mengya Wang (Alibaba Group ); Taotao Zhou (Alibaba Group ); hengxu he (Alibaba Group); Jia Jia (Alibaba Group ); Ning Hu (Alibaba Group
IS3, 5: Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle
Shuncheng Liu (University of Electronic Science and Technology of China); Yuyang Xia (University of Electronic Science and Technology of China); Xu Chen (University of Electronic Science and Technology of China); jiandong xie (HUAWEI TECHNOLOGIES CO.LTD.); Han Su (University of Electronic Science and Technology of China); Kai Zheng (University of Electronic Science and Technology of China)*
IRS3, 6: LightMIRM: Light Meta-learned Invariant Risk Minimization for Trustworthy Loan Default Prediction
M Jiang (University of Science and Technology of China)*; Yang Zhang (University of Science and Technology of China); Yuan Gao (University of Science and Technology of China); Yansong Wang (Chery Fs); Fuli Feng (University of Science and Technology of China); Xiangnan He (University of Science and Technology of China)
TUTORIAL
Platinum 2
“Data Acquisition and Valuation in Data Markets” (Part I)
Jian Pei (Duke University), Xiaohui Yu (York University)
RESEARCH SESSION 7: ORDER PRICING, DATA VISUALIZATION AND INTERACTIVE DATA SEARCH AND EXPLORATION
RS7, 1: Interactive Search with Mixed Attributes
Weicheng Wang (Hong Kong University of Science and Technology)*; Raymond Chi-Wing Wong (Hong Kong University of Science and Technology); Min Xie (Shenzhen Institute of Computing Sciences )
RS7, 2: Opponent-aware Order Pricing towards Hub-oriented Mobility Services
Zuohan Wu (Sun Yat-sen University)*; Libin Zheng (Sun Yat-sen University); Chen Zhang (The Hong Kong Polytechnic University); Huaijie Zhu (Sun Yat-Sen University); Jian Yin (Sun Yat-Sen University); Di Jiang (WeBank)
RS7, 3: TSEXPLAIN: Explaining Aggregated Time Series by Surfacing Evolving Contributors
Yiru Chen (Columbia University)*; Silu Huang (Microsoft Research)
RS7, 4: Dynamic Shapley Value Computation
Jiayao Zhang (Zhejiang University); Haocheng Xia (Zhejiang University); Qiheng Sun (Zhejiang University); Jinfei Liu (Zhejiang University)*; Li Xiong (Emory University); Jian Pei (Simon Fraser University); Kui Ren (Zhejiang University)
RS7, 5: Probabilistic Majority Rule-Based Group Recommendation
Karim Benouaret (Univ Lyon, Université Claude Bernard Lyon 1, CNRS, LIRIS)*; Kian-Lee Tan (National University of )
RS8, 1: Inconsistency Detection with Temporal Graph Functional Dependencies
Morteza Alipourlangouri (McMaster University, Canada); Adam Mansfield (McMaster University); Fei Chiang (McMaster University)*; Yinghui Wu (Case Western Reserve University)
RS8, 2: Sudowoodo: Contrastive Self-supervised Learning for Multipurpose Data Integration and Preparation
Runhui Wang (Rutgers University); Yuliang Li (Megagon Labs)*; Jin Wang (Megagon Labs)
RS8, 3: Benchmarking Filtering Techniques for Entity Resolution
George Papadakis (University of Athens); Marco Fisichella (L3S Research Center of Leibniz Univ. Hannover); Franziska Schoger (L3S Research Center); George Mandilaras (University of Athens); Nikolaus Augsten (University of Salzburg)*; Wolfgang Nejdl (L3S Research Center)
APRIL 5, 2023, WEDNESDAY (CONTINUED)
RS8, 4: KOIOS: Top-k Semantic Overlap Set Search
Pranay Mundra (University of Rochester)*; Jianhao Zhang (Acho Software Inc.); Fatemeh Nargesian (University of Rochester); Nikolaus Augsten (University of Salzburg)
14:00 15:30
Ballroom CD
RS8, 5: Schema Matching using Pre-Trained Language Models
Yunjia Zhang (University of Wisconsin-Madison); Avrilia Floratou (Microsoft)*; Joyce Cahoon (Microsoft); Subru Krishnan (Microsoft); Andreas C Mueller (Microsoft); Dalitso Banda (Microsoft); Fotis Psallidas (Microsoft); Jignesh Patel (UW - Madison)
RESEARCH SESSION 9: QUERY PROCESSING, INDEXING, AND OPTIMIZATION
RS9, 1: These Rows Are Made for Sorting and That’s Just What We’ll Do
Laurens Kuiper (CWI)*; Hannes Mühleisen (Centrum Wiskunde & Informatica)
RS9, 2: MetricJoin: Leveraging Metric Properties for Robust Exact Set Similarity Joins
Manuel Widmoser (University of Salzburg)*; Daniel Kocher (University of Salzburg); Nikolaus Augsten (University of Salzburg); Willi Mann (Celonis SE)
14:00 15:30 Ballroom AB
RS9, 3: Real-Time LSM-Trees for HTAP Workloads
Hemant Saxena (SAP Labs)*; Lukasz Golab (University of Waterloo); Stratos Idreos (Harvard); Ihab F Ilyas (U. of Waterloo and Apple)
RS9, 4: Indexing for Near-Sorted Data
Aneesh Raman (Boston University)*; Subhadeep Sarkar (Boston University); Matthaios Olma (Microsoft Research); Manos Athanassoulis (Boston University)
RS9, 5: S/C: Speeding up Data Materialization with Bounded Memory
Zhaoheng Li (University of Illinois at Urbana-Champaign)*; Xinyu Pi (University of Illinois at Urbana-Champaign); Yongjoo Park (University of Illinois at Urbana-Champaign)
INDUSTRY SESSION 4: DATABASE AND DATA MANAGEMENT SYSTEMS
IS4, 1: SUFS: A Generic Storage Usage Forecasting Service Through Adaptive Ensemble Learning
Luming Sun (Renmin University of China)*; Shijin Gong (University of Science and Technology of China); Tieying Zhang (Bytedance); Fuxin Jiang (ByteDance Inc.); Zhibing Zhao (ByteDance); Jianjun Chen (Bytedance); Xinyu Zhang (Chinese Academy of Sciences)
IS4, 2: AIM: A practical approach to automated index management for SQL databases
Ritwik Yadav (Facebook Inc)*; Satyanarayana R. Valluri (Meta Platforms, Inc.); Mohamed Zait (Meta)
IS4, 3: Firestore: The NoSQL Serverless Database for the Application Developer
Ram Kesavan (Google Inc.)*; David Gay (Google, Inc.); Daniel O Thevessen (Google LLC); Jimit Shah (Google LLC); C Mohan (Tsinghua University)
14:00 15:30
Platinum 3
IS4, 4: Dataset Similarity Detection for Global Deduplication in the DD File System
Smriti Thakkar (Dell Technologies)*; Philip Shilane (Dell Technologies); Kao-Feng Hsieh (Dell Technologies); Tony Wong (Retired); Hetaben Saraiya (Dell Technologies); Zachary Tom (Dell Technologies)
IS4, 5: Cougar: A General Framework for Jobs Optimization In Cloud mingjie tang (Ant Financial)*; Bo Sang (AntGroup); Liu Jian (AntGroup); shuiwei Gu (Antgroup); xiaojun Zhan (AntGroup)
TUTORIAL
14:00 15:30
Platinum 2
“Data Acquisition and Valuation in Data Markets” (Part II)
Jian Pei (Duke University), Xiaohui Yu (York University)
15:30 16:00 FOYER COFFEE BREAK
RS10, 1: Accelerating k-Core Decomposition by a GPU
Akhlaque Ahmad (TED University); Lyuheng Yuan (University of Alabama at Birmingham); Da Yan (University of Alabama at Birmingham)*; Guimu Guo (Rowan University); Jieyang Chen (University of Alabama at Birmingham); Chengcui Zhang (The University of Alabama at Birmingham)
RS10, 2: Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction Protocol
16:00 18:00
Platinum 4
Ziliang Lai (Chinese University of Hong Kong)*; Hua Fan (Alibaba Group); Wenchao Zhou (Alibaba Group); Zhanfeng Ma (Alibaba Group); Xiang Peng (Alibaba); Feifei Li (Alibaba Group); Eric Lo (Chinese University of Hong Kong)
RS10, 3: FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge
Yaxin Luopan (Beijing Institute of Technology ); Rui Han (Beijing Institute of Technology)*; Qinglong Zhang (Beijing Institute of Technology); Chi Harold Liu (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Lydia Chen (TU Delft)
RS10, 4: Ziziphus: Scalable Data Management Across Byzantine Edge Servers
Mohammad Javad Amiri (University of Pennsylvania)*; Daniel Shu (University of California Santa Barbara); Sujaya Maiyya (UCSB); Divy Agrawal (University of California, Santa Barbara); Amr El Abbadi (UC Santa Barbara)
APRIL 5, 2023, WEDNESDAY (CONTINUED)
RS10, 5: In-Situ Cross-Database Query Processing
Haralampos Gavriilidis (Technische Universität Berlin)*; Kaustubh
Beedkar (TU Berlin); Jorge Arnulfo Quiane Ruiz (IT University of Copenhagen); Volker Markl (Technische Universität Berlin)
16:00 18:00
Platinum 4
RS10, 6: LCL: A Lock Chain Length-based Distributed Algorithm for Deadlock Detection and Resolution
Zhenkun YANG (OceanBase); Chen Qian (OceanBase); Xuwang Teng (oceanbase); Fanyu Kong (Oceanbase); Fusheng Han (OceanBase); Quanqing Xu (OceanBase)*
RESEARCH SESSION 11: DATA MINING AND KNOWLEDGE DISCOVERY II
RS11, 1: IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity (Best Runner-up Award)
Bernardo Breve (University of Salerno); Loredana Caruccio (University of Salerno); Stefano Cirillo (University of Salerno)*; Vincenzo Deufemia (University of Salerno); Giuseppe Polese (University of Salerno)
RS11, 2: Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics
Rui Liu (University of Chicago)*; Aaron J Elmore (University of Chicago); Michael Franklin (University of Chicago); Sanjay Krishnan (UChicago)
RS11, 3: SK-Gradient: Efficient Communication for Distributed Machine Learning with Data Sketch
16:00 18:00
Platinum 3
Jie Gui (Peking University)*; Yuchen Song (Peking University); Zezhou Wang (Peking University); Chenhong He (Peking University); Qun Huang (Peking University)
RS11, 4: Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise
Cedric Renggli (UZH)*; Luka Rimanic (ETH Zurich); Luka Kolar (ETH Zurich); Wentao Wu (Microsoft Research); Ce Zhang (ETH)
RS11, 5: Dynamic Activation of Clients and Parameters for Federated Learning over Heterogeneous Graphs
Zishan Gu (Columbia University); Ke Zhang (The University of Hong Kong); Guangji Bai (Emory University); Zhao Liang (Emory University); Liang Chen (Sun Yat-sen University); Carl Yang (Emory University)*
RS11, 6: Data Ambiguity Profiling for the Generation of Training Examples
Enzo Veltri (Università della Basilicata)*; Gilbert Badaro (EURECOM); Mohammed Saeed (Eurecom); Paolo Papotti (Eurecom)
APRIL 5, 2023, WEDNESDAY (CONTINUED)
RESEARCH SESSION 12: QUERY PROCESSING
RS12, 1: HistSketch: A Compact Data Structure for Accurate Per-Key Distribution Monitoring
Jintao He (Peking University)*; Jiaqi Zhu (Peking University); Qun Huang (Peking University)
RS12, 2: Finding Simplex Items in Data Streams
Zhuochen Fan (Peking University)*; Jiarui Guo (Peking University); Xiaodong Li (Peking University); Tong Yang (Peking University); Yikai Zhao (Peking University); Yuhan Wu (Peking University); Bin Cui (Peking University); Yanwei Xu (Huawei); Steve Uhlig (QMUL); Gong Zhang (Huawei)
RS12, 3: JanusAQP: Efficient Partition Tree Maintenance for Dynamic Approximate Query Processing
16:00 18:00
Ballroom CD
Xi Liang (Databricks); Stavros Sintos (University of Illinois Chicago)*; Sanjay Krishnan (UChicago)
RS12, 4: Track Merging for Effective Video Query Processing
Daren Chao (University of Toronto); Yueting Chen (York University); Nick Koudas (University of Toronto)*; Xiaohui Yu (York University)
RS12, 5: KVSAgg: Secure Aggregation of Distributed Key-Value Sets
Yuhan Wu (Peking University)*; Siyuan Dong (Peking University); Yi Zhou (Peking University); Yikai Zhao (Peking University);
Fangcheng Fu (Peking University); Tong Yang (Peking University); Chaoyue Niu (Shanghai Jiao Tong University); Fan Wu (Shanghai Jiao Tong University); Bin Cui (Peking University)
RS12, 6: FASI: FPGA-friendly Subgraph Isomorphism on Massive Graphs
Xunbin Su (Peking University); Yinnian Lin (Peking University); Lei Zou (Peking University)*
RESEARCH SESSION 13: BENCHMARKING, PERFORMANCE MODELING, TUNING, AND TESTING
RS13, 1: Database Deadlock Diagnosis for Large-scale ORM-based Web Applications
16:00 18:00
Ballroom AB
Zhiyuan Dong (Shanghai Jiao Tong University)*; zhaoguo wang (Shanghai Jiao Tong University); Chuanwei Yi (Shanghai Jiao Tong University); xu xian (SJTU); Jinyuan Zhang (Shanghai Jiao Tong University); Jinyang Li (New York University); Haibo Chen (Shanghai Jiao Tong University)
RS13, 2: Sequence-Oriented DBMS Fuzzing
Jie Liang (Tsinghua University)*; yaoguang chen (antgroup ); Zhiyong Wu (Tsinghua University); Jingzhou Fu (Tsinghua University); Mingzhe Wang (Tsinghua University; ShuimuYulin Co., LTD); Yu Jiang (Tsinghua University); Xiangdong Huang (Tsinghua University); Ting Chen (UESTC); Jiashui Wang (Ant Group); Jiajia Li (Ant Group)
APRIL 5, 2023, WEDNESDAY (CONTINUED)
RS13, 3: Cutting Learned Index into Pieces: An In-depth Inquiry into Updatable Learned Indexes
jiake ge (renmin university of china); Boyu Shi (renmin university of china); Yanfeng Chai (Renmin University of China); Yuanhui Luo (Renmin University of China); Yunda Guo (renmin university of china); Yinxuan He (renmin university of china); yunpeng chai (renmin university of china)*
RS13, 4: The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines
16:00 18:00 Ballroom AB
Lennart Behme (Technische Universität Berlin)*; Saravanan Thirumuruganathan (QCRI, HBKU); Alireza Rezaei Mahdiraji (Glooko GmbH); Jorge Arnulfo Quiane Ruiz (IT University of Copenhagen); Volker Markl (Technische Universität Berlin)
RS13, 5: ENLD: Efficient Noisy Label Detection for Incremental Datasets in Data Lake
Xuanke You (University of Science and Technology of China)*; Lan Zhang (University of Science and Technology of China); JunYang Wang (University of Science and Technology of China); Zhimin Bao (Tencent); Yunfei Wu (Tencent YouTu Lab); Shuaishuai Dong (tencent)
RS13, 6: Stable Tuple Embeddings for Dynamic Databases
Jan M Tönshoff (RWTH Aachen University)*; Neta Friedman (Technion); Martin Grohe (RWTH Aachen University); Benny Kimelfeld (Technion)
KEYNOTE 3: “What makes database systems fast? An ablation study”, Prof. Thomas Neumann, Technical University of Munich, Germany SESSION
10:30 12:20
Ballroom CD
RESEARCH SESSION 14: DATA MINING AND KNOWLEDGE DISCOVERY III
RS14, 1: Influential Recommender System
Haoren ZHU (Hong Kong University of Science and Technology)*; Hao Ge (The Hong Kong university of Science and Technology); Xiaodong Gu (Shanghai Jiao Tong University); Pengfei Zhao (BNU-HKBU United International College); Dik-Lun LEE (Hong Kong University of Science and Technology, Hong Kong)
RS14, 2: Ver: View Discovery in the Wild Yue Gong (The University of Chicago)*; Zhiru Zhu (University of Chicago); Sainyam Galhotra (University of Chicago); Raul Castro Fernandez (The University of Chicago)
RS14, 3: BERT-Trip: Effective and Scalable Trip Representation using Attentive Contrast Learning
Ai-Te Kuo (Auburn University)*; Haiquan Chen (California State University, Sacramento); Wei-Shinn Ku (Auburn University)
RS14, 4: Efficient Deep Ensemble Inference via Query Difficultydependent Task Scheduling]
Zichong Li (University of Science and Technology China); Lan Zhang (University of Science and Technology of China)*; Mu Yuan (University of Science and Technology of China); Miao-Hui Song (University of Science and Technology of China); Qi Song (University of Science and Technology of China)
RS14, 5: HyperCalm Sketch: One-Pass Mining Periodic Batches in Data Streams
Zirui Liu (Peking University)*; Chaozhe Kong (Peking University); Kaicheng Yang (Peking University); Tong Yang (Peking University); Ruijie Miao (Peking University); Qizhi Chen (Peking University); Yikai Zhao (Peking University); Yaofeng Tu (ZTE Corporation); Bin Cui (Peking University)
RS14, 6: Improving Progressive Retrieval for HPC Scientific Data using Deep Neural Network
Jinzhen Wang (New Jersey Institute of Technology); Xin Liang (University of Kentucky); Ben Whitney (Oak Ridge National Laboratory); Jieyang Chen (Oak Ridge National Laboratory); Qian Gong (Oak Ridge National Laboratory); Xubin He (Temple University); Lipeng Wan (Georgia State University); Scott Klasky (Oak Ridge National Laboratory); Norbert Podhorszki (Oak Ridge National Laboratory); Qing Liu (New Jersey Institute of Technology)*
RS15, 1: Integrating Connection Search in Graph Queries
Angelos Christos Anadiotis (Oracle); Ioana Manolescu (INRIA and Institut Polytechnique de Paris); Madhulika Mohanty (Inria Saclay)*
APRIL 6, 2023, THURSDAY (CONTINUED)
RS15, 2: Orchestrating Large-Scale SpGEMMs using Dynamic Block Distribution and Data Transfer Minimization on Heterogeneous Systems
Taehyeong Park (Hanyang University)*; Seokwon Kang (Hanyang University); Myung-Hwan Jang (Hanyang University); Sang-Wook Kim (Hanyang University, Korea); Yongjun Park (Yonsei university)
RS15, 3: Parallel Filtered Graphs for Hierarchical Clustering
Shangdi Yu (Massachusetts Institute of Technology)*; Julian Shun (MIT)
10:30 12:20
Ballroom CD
RS15, 4: VC-dimension and Rademacher Averages of Subgraphs, with Applications to Graph Mining
Paolo Pellizzoni (ETH Zürich); Fabio Vandin (University of Padova)*
RS15, 5: Layer-refined Graph Convolutional Networks for Recommendation
Xin Zhou (Nanyang Technological University)*; Donghui Lin (Okayama University); Yong Liu (Nanyang Technological University); Chunyan Miao (NTU)
RS15, 6: Most Probable Densest Subgraphs
Arkaprava Saha (Nanyang Technological University)*; Xiangyu Ke (Zhejiang University, China); Arijit Khan (Aalborg University); Cheng Long (Nanyang Technological University)
RESEARCH SESSION 16: IOT AND BLOCKCHAIN DATA MANAGEMENT
RS16, 1: Parallelizing Stream Compression for IoT Applications on Asymmetric Multicores
Xianzhi Zeng (SUTD); Shuhao Zhang ( University of Technology and Design)*
RS16, 2: Non-Blocking Raft for High Throughput IoT Data
10:30 12:20
Ballroom AB
Tian Jiang (Tsinghua University); Xiangdong Huang (Tsinghua University); Shaoxu Song (Tsinghua University)*; Chen Wang (“ Tsinghua University, China”); Jianmin Wang (“Tsinghua University, China”); Ruibo Li (Alibaba); jincheng sun (non)
RS16, 3: RADAR: Reactive Concept Drift Management with Robust Variational Inference for Evolving IoT Data Streams
Abdullah M Alsaedi (RMIT University)*; Nasrin Sohrabi (RMIT University); Redowan Mahmud (Curtin University); Zahir Tari (RMIT University)
RS16, 4: TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems
Yuanzhe Zhang (Monash University); Shirui Pan (Griffith University); Jiangshan Yu (Monash University)*
RS16, 5: Reliable Transactions in Serverless-Edge Architecture
Suyash Gupta (University of California, Berkeley)*; Sajjad Rahnama (University of California Davis); Erik Linsenmayer (University of California Davis); Faisal Nawab (University of California at Irvine); Mohammad Sadoghi (University of California, Davis)
10:30 12:20
Ballroom AB
RS16, 6: Saguaro: An Edge Computing-Enabled Hierarchical Permissioned Blockchain
Mohammad Javad Amiri (University of Pennsylvania)*; Ziliang Lai (Chinese University of Hong Kong); Liana Patel (Stanford University); Boon Thau Loo (Univ. of Pennsylvania); Eric Lo (Chinese University of Hong Kong); Wenchao Zhou (Georgetown University)
INDUSTRY SESSION 5: DATA MINING AND KNOWLEDGE DISCOVERY III
IS5, 1: OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Model using Persistent Memory cheng chen (4Paradigm Inc.)*; yilin wang (4Paradigm Inc.); Jun Yang (4Paradigm Inc.); yiming liu (4Paradigm Inc.); mian lu (4Paradigm Inc.); zhao zheng (4Paradigm Inc.); Bingsheng He (National University of ); Weng-Fai Wong (National University of ); liang you (alibaba); penghao sun (alibaba); Yuping Zhao (Intel); fenghua hu (Intel); Andy Rudoff (Intel)
IS5, 2: Automatic Fusion Network for Cold-start CVR Prediction with Explicit Multi-Level Representation
Jipeng Jin (Shanghai Jiao Tong University)*; Guangben Lu (Tencent); Sijia Li (Shanghai Jiao Tong Univesity); Xiaofeng Gao (Shanghai Jiao Tong University); Ao Tan (Tencent); Lifeng Wang (Tencent)
10:30 12:20
Platinum 3
IS5, 3: ALT: An Automatic System for Long Tail Scenario Modeling
Ya-Lin Zhang (Ant Group)*; Jun Zhou (Ant Services Group ); Yankun Ren (Ant Financial Services Group); Yue Zhang (Ant Group); Xinxing Yang (Ant Group); Meng Li (Ant Group); Qitao Shi (Ant Group); longfei li (Ant Financial Services Group )
IS5, 4: Online Learning from Streaming Data: Challenges and Lessons Learned for Real-Time Applications
Mariam BARRY (BNP PARIBAS)*; Jacob Montiel (University of Waikato); Albert Bifet (University of Waikato); Raja Chiky (ISEP); Nikolay Manchev (Domino Data Lab); Katherine B SHAKMAN (Domino Data Lab); Sameer Wadkar (Domino Data Lab); Joudi AL FEHAILY (BNP Paribas); Vinh-Thuy TRAN (BNP Paribas); Ahmed Bassim EL BAROUDI (BNP Paribas)
IS5, 5: Automatic Synonym Extraction and Context-based Query Reformulation for Points-of-Interest Search
Pengfei Li (Grabtaxi Holdings Pte. Ltd.)*; Gaurav Gaurav (Grab)
APRIL 6, 2023, THURSDAY (CONTINUED)
IS5, 6: Accelerating Cloud-Native Databases with Distributed PMem Stores
10:30 12:20
Platinum 3
Jason Sun (Bytedance )*; Haoxiang Ma (ByteDance); zhang li (Bytedance); Huicong Liu (bytedance); Haiyang Shi (ByteDance Inc); Shangyu Luo (ByteDance); kai Wu (Microsoft ); Kevin Bruhwiler (University of California Irvine); Cheng Zhu (Bytedance.com); Yuanyuan Nie (ByteDance Inc.); Jianjun Chen (Bytedance); Lei Zhang (ByteDance); Yuming Liang (ByteDance Inc.)
TUTORIAL
“Synthetic Data Generation for Enterprise DBMS” (Part I)
10:30 12:20
Platinum 2
Anupam Sanghi (IBM Research), Jayant Haritsa (Indian Institute of Science) 12:20 14:00
RESEARCH SESSION 17: DATA MINING AND KNOWLEDGE DISCOVERY IV
RS17, 1: Efficient Parallel Mining of High-utility Itemsets on Multicore Processors
Genki Kimura (The University of Tokyo)*; Yuto Hayamizu (The University of Tokyo); R.Uday Kiran (University of Aizu); Masaru Kitsuregawa (University of Tokyo, Japan); Kazuo Goda (Institute of Industrial Science, The University of Tokyo)
RS17, 2: Voting-based Opinion Maximization
Arkaprava Saha (Nanyang Technological University)*; Xiangyu Ke (Zhejiang University, China); Arijit Khan (Aalborg University); Laks V.S. Lakshmanan (The University of British Columbia)
RS17, 3: Neural Node Matching for Multi-Target Cross Domain Recommendation
14:00 15:30
Platinum 4
Wujiang Xu (Xi’an Jiaotong University); Shaoshuai Li (Ant Group); Mingming Ha (MYbank, Ant Group); xiaobo guo (antgroup)*; Qiongxu Ma (Ant Group); Xiaolei Liu (Ant Group); Linxun Chen (Ant Group, MYBank); Zhenfeng Zhu (bjtu)
RS17, 4: Community Search: A Meta-Learning Approach
Shuheng Fang (The Chinese University of Hong Kong)*; Kangfei Zhao (Tencent AI Lab); Guanghua Li (Wuhan University); Jeffrey Xu Yu (Chinese University of Hong Kong)
RS17, 5: Planning Data Poisoning Attacks on Heterogeneous Recommender Systems in a Multiplayer Setting
Chin-Yuan Yeh (National Taiwan University)*; Hsi-Wen Chen (National Taiwan University); De-Nian Yang (Academia Sinica); Wang-Chien Lee (Pennsylvania State University); Philip S Yu (UIC); Ming-Syan Chen (National Taiwan University)
RESEARCH SESSION 18: VERY LARGE DATA SCIENCE APPLICATIONS/ PIPELINES
RS18, 1: Metam: Goal-Oriented Data Discovery
Sainyam Galhotra (University of Chicago)*; Yue Gong (The University of Chicago); Raul Castro Fernandez (The University of Chicago)
RS18, 2: Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility Learning
Huiqun Huang (University of Connecticut); Suining He (The University of Connecticut)*; Mahan Tabatabaie (University of Connecticut)
RS18, 3: A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific Datasets
14:00 15:30
Ballroom CD
Md Hasanur Rahman (University of Iowa)*; Sheng Di (Argonne National Laboratory, Lemont, IL); Kai Zhao (University of Alabama at Birmingham); Robert R Underwood (Argonne National Laboratory); Guanpeng Li (University of Iowa); Franck Cappello (Argonne National Laboratory, Lemont, IL)
RS18, 4: EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies
Qiongqiong Lin (Zhejiang University); yunfan gu (zhejiang university); Jingyan Sai (Zhejiang University); Jinfei Liu (Zhejiang University)*; Kui Ren (Zhejiang University); Li Xiong (Emory University); Tianzhen Wang (Alibaba Cloud); Yanbei Pang (Alibaba Cloud); Sheng Wang (Alibaba Group); Feifei Li (Alibaba Group)
RS18, 5: Forecasting COVID-19 Dynamics: Clustering, Generalized Spatiotemporal Attention, and Impacts of Mobility and Geographic Proximity
Tong Shen (CMU)*; Yang Li (Carnegie Mellon University); José M. F. Moura (Carnegie Mellon University
RESEARCH SESSION 19: GRAPHS III
RS19, 1: Distributed (α, β)-Core Decomposition over Bipartite Graphs
Qing Liu (Zhejiang University); Xuankun Liao (Hong Kong Baptist University); Xin Huang (Hong Kong Baptist University); Jianliang Xu (Hong Kong Baptist University)*; Yunjun Gao (Zhejiang University)
14:00 15:30
Ballroom AB
RS19, 2: Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport
Jianheng Tang (Hong Kong University of Science and Technology)*; Weiqi ZHANG (Hong Kong University of Science and Technology); Jiajin Li (Stanford University ); Kangfei Zhao (Tencent AI Lab); Fugee Tsung (Hong Kong University of Science and Technology); Jia Li (Hong Kong University of Science and Technology)
APRIL 6, 2023, THURSDAY (CONTINUED)
RS19, 3: Instant Representation Learning for Recommendation over Large Dynamic Graphs
Cheng Wu (Tsinghua University); Chaokun Wang (Tsinghua University)*; Jingcao Xu (Tsinghua University); ZiWei Fang (Tsinghua University); Tiankai Gu (Alibaba Group); Changping Wang (Kuai shou); Yang Song (Kuaishou Inc); Kai Zheng (Kuaishou); Xiaowei Wang (Beijing Kuaishou Technology Co., Ltd.); Guorui Zhou (Kuaishou Inc)
RS19, 4: Towards Higher-order Topological Consistency for Unsupervised Network Alignment
Qingqiang Sun (University of New South Wales)*; Xuemin Lin (Shanghai Jiaotong University); Ying Zhang (University of Technology Sydney); Wenjie Zhang (University of New South Wales); Chaoqi Chen (The University of Hong Kong)
RS19, 5: Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices
INDUSTRY SESSION 6: MODERN TOPICS IN DATA MANAGEMENT
IS6, 1: A Rule-based Decision System for Financial Applications. Meng Li (Ant Group)*; Jun Zhou (Ant Services Group ); Lu Yu (Ant Group); Xiaoguang Huang (Ant Group); Yongfeng Gu (Ant Group); Christopher Ding (Ant Group); Hao Ding (Ant Group); longfei li (Ant Financial Services Group )
IS6, 2: Backward-Sort for Time Series in Apache IoTDB
Qiying Pan (Shanghai Jiao Tong University); Yifei Zhu (Shanghai Jiao Tong University)*; Lingyang Chu (McMaster University) 14:00 15:30
Zhang Xiaojian (Tsinghua University); Hongyin Zhang (Tsinghua University); Shaoxu Song (Tsinghua University)*; Xiangdong Huang (Timecho Limited); Chen Wang (Timecho Limited); Jianmin Wang (“Tsinghua University, China”)
IS6, 3: Scalable Online Interval Join on Modern Multicore Processors in OpenMLDB
Hao Zhang (4Paradigm Inc.)*; Xianzhi Zeng ( University of Technology and Design); Shuhao Zhang ( University of Technology and Design); Xinyi Liu (4Paradigm Inc.); mian lu (4Paradigm Inc.); zhao zheng (4Paradigm Inc.)
TUTORIAL
“Synthetic Data Generation for Enterprise DBMS” (Part II)
14:00 15:30
Platinum 2
Anupam Sanghi (IBM Research), Jayant Haritsa (Indian Institute of Science)
16:00 18:00
APRIL 6, 2023, THURSDAY (CONTINUED)
SPECIAL TRACK PAPER SESSION 2: MARKETPLACE, ECONOMICS, AND INSIGHTS
PANEL MODERATOR: C. Mohan
SS2, 1: Understanding the Price of Data in Commercial Data Marketplaces
Santiago Andrés Azcoitia (IMDEA Networks)*; Kostas Iordanou (Cyprus University of Technology); Nikolaos Laoutaris (IMDEA Networks)
SS2, 2: Amalur: Data Integration Meets Machine Learning
Rihan Hai (TU Delft)*; Christos Koutras (TU Delft); Andra Ionescu (TU Delft); Ziyu Li (Delft University of Technology); wenbo sun (Technical University of Delft); Jessie van Schijndel (TU Delft); Yan Kang (Webank); Asterios Katsifodimos (TU Delft)
SS2, 3: SPA: Economical and Workload-Driven Indexing for Data Analytics in the Cloud
Peter Boncz (Centrum Wiskunde & Informatica); Yannis Chronis (University of Wisconsin Madison); Jan Finis (Salesforce); Stefan Halfpap (Hasso Plattner Institute); Viktor Leis (Technische Universität München); Thomas Neumann (TUM); Anisoara Nica (SAP SE, Waterloo, Canada); Caetano Sauer (Salesforce)*; Knut Stolze (IBM); Marcin Zukowski (Snowflake)
SS2, 4: Automated Data Cleaning Can Hurt Fairness in ML-based Decision Making
Shubha Guha (University of Amsterdam); Falaah Arif Khan (New York University); Julia Stoyanovich (New York University); Sebastian Schelter (University of Amsterdam)*
APRIL 7, 2023, FRIDAY
START END LOCATION EVENT
- 8:30 -
BREAKFAST (ON YOUR OWN)
RESEARCH SESSION 20: GRAPHS IV
RS20, 1: Fast Unsupervised Graph Embedding via Graph Zoom Learning
Ziyang Liu (Tsinghua University); Chaokun Wang (Tsinghua University)*; Yunkai Lou (Tsinghua University); Hao Feng (Tsinghua University)
8:30 10:20
Platinum 3
RS20, 2: Distributed Near-Maximum Independent Set Maintenance over Large-scale Dynamic Graphs
XUBO WANG (University of Technology Sydney); Dong Wen (University of New South Wales)*; Wenjie Zhang (University of New South Wales); Ying Zhang (University of Technology Sydney); Lu Qin (UTS)
APRIL 7, 2023, FRIDAY (CONTINUED)
RS20, 3: Experimental Evaluation of Indexing Techniques for Shortest Distance Queries on Road Networks
Shikha Anirban (Griffith University)*; Junhu Wang (Griffith University, australia); Saiful Islam (Griffith University)
RS20, 4: Top-r keyword-based community search in attributed graphs
8:30 10:20
Platinum 3
Junhao Ye (Wuhan University); Yuanyuan Zhu (Wuhan University)*; Lu Chen (Zhejiang University)
RS20, 5: GALE: Active Adversarial Learning for Erroneous Node
Detection in Graphs
Sheng Guan (Case Western Reserve University)*; Hanchao Ma (Case Western Reserve University); Mengying Wang (Case Western Reserve University ); Yinghui Wu (Case Western Reserve University)
RESEARCH SESSION 21: MODERN HARDWARE AND IN-MEMORY DATABASE SYSTEMS
RS21, 1: ADAMANT: A Query Executor with Plug-In Interfaces for Easy Co-processor Integration
Balasubramanian Gurumurthy (Otto-von-guericke University)*; David Broneske (Otto-von-Guericke University Magdeburg); Gabriel Campero Durand (University of Magdeburg); Gunter Saake (University of Magdeburg); Thilo Pionteck (Otto-von-Guericke University Magdeburg)
RS21, 2: EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices
Chenyang Zhang (Renmin University of China)*; Feng Zhang (Renmin University of China); kuangyu chen (renmin university.); Mingjun Chen (Renmin University of China); Bingsheng He (National University of ); Xiaoyong Du (Renmin University of China)
8:30 10:20
RS21, 3: EEPH: An Efficient Extendible Perfect Hashing for Hybrid PMem-DRA
Qi Chen (Harbin Institute of Technology, Shenzhen)*; Hao Hu (Harbin Institute of Technology, Shenzhen); Cai Deng (Harbin Institute of Technology, Shenzhen); Dingbang Liu ( Harbin Institute of Technology, Shenzhen); Shiyi Li (Harbin Institute of Technology, Shenzhen); Bo Tang (Southern University of Science and Technology); Ting Yao (Huawei, Shenzhen); Wen Xia (Harbin Institute of Technology,Shenzhen)
RS21, 4: GAMMA: A Graph Pattern Mining Framework for Large Graphs on GPU
Lin Hu (Peking University); Lei Zou (Peking University)*; Tamer Özsu (University of Waterloo)
RS21, 5: LightTraffic: On Optimizing CPU-GPU Data Traffic for Efficient Large-scale Random Walks
Yipeng Xing (University of Science and Technology of China); Yongkun Li (University of Science and Technology of China)*; Zhiqiang Wang (USTC); Yinlong Xu (University of Science and Technology of China); John C. S. Lui (The Chinese University of Hong Kong)
8:30
RESEARCH SESSION 22: QUERY PROCESSING, INDEXING, AND OPTIMIZATION II
RS22, 1: Workload-Aware Log-Structured Merge Key-Value Store for NVM-SSD Hybrid Storage
Lixiang Chen (East China Normal University); Ruihao Chen (East China Normal University)*; Chengcheng Yang (East China Normal University); Yuxing Han (ByteDance); Rong Zhang (East China Normal University); Xuan Zhou (East China Normal University); Peiquan Jin (University of Science and Technology of China); Weining Qian (East China Normal University)
RS22, 2: dLSM: An LSM-Based Index for Memory Disaggregation
Ruihong Wang (Purdue University); Jianguo Wang (Purdue University)*; Prishita Kadam (Purdue University); Tamer Özsu (University of Waterloo); Walid G Aref (Purdue)
RS22, 3: Contrastive Trajectory Similarity Learning with Dual-Feature Attention
Yanchuan Chang (The University of Melbourne); Jianzhong Qi (The University of Melbourne)*; Yuxuan Liang (National University of ); Egemen Tanin (University of Melbourne)
RS22, 4: Efficiently Answering Top-k Window Aggregate Queries: Calculating Coverage Number Sequences over Hierarchical Structures
Jianqiu Xu (Nanjing University of Aeronautics and Astronautics)*; Raymond Chi-Wing Wong (Hong Kong University of Science and Technology)
RS22, 5: CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression
Yu Zhang (Renmin University of China); Feng Zhang (Renmin University of China)*; Hourun Li (Renmin University of China); Shuhao Zhang ( University of Technology and Design); Xiaoyong Du (Renmin University of China)
TUTORIAL
“Graph Neural Networks for Tabular Data Learning”, Cheng-Te Li (National Cheng Kung University), Yu-Che Tsai (National Taiwan University), Jay Chiehen Liao (National Cheng Kung University)
RESEARCH SESSION 23: DATA MINING AND KNOWLEDGE DISCOVERY
RS23, 1: Differential Aggregation against General Colluding Attackers
Rong Du (PolyU)*; Qingqing Ye (Hong Kong Polytechnic University); Yue Fu (The Hong Kong Polytechnic University); Haibo Hu (Hong Kong Polytechnic University); Jin Li (Guangzhou University); Chengfang Fang (Huawei International); Jie Shi (Huawei International)
11:00 12:30
(CONTINUED)
RS23, 2: Revisiting Citation Prediction with Cluster-Aware TextEnhanced Heterogeneous Graph Neural Networks
Carl Yang (Emory University)*; Jiawei Han (UIUC)
RS23, 3: A Stitch in Time Saves Nine: Enabling Early Anomaly
Detection with Correlation Analysis
Yihao Ang (National University of ); Qiang Huang (National University of )*; Anthony Tung (NUS); Zhiyong Huang (NUS School of Computing)
RS23, 4: Mining Seasonal Temporal Patterns in Time Series
Van Long Ho (Aalborg University)*; Nguyen Ho (Aalborg University); Torben Bach Pedersen (Aalborg University)
RESEARCH SESSION 24: QUERY PROCESSING, INDEXING, AND OPTIMIZATION III
RS24, 1: Federated IoT Interaction Vulnerability Analysis
Guangjing Wang (Michigan State University)*; Hanqing Guo (Michigan State University); Anran Li (Nanyang Technological University); Xiaorui Liu (North Carolina State University); Qiben Yan (Michigan State University)
RS24, 2: ACEing the Bufferpool Management Paradigm for Modern Storage Devices
Tarikul Islam Papon (Boston University)*; Manos Athanassoulis (Boston University)
11:00 12:30
RS24, 3: Lightweight-Yet-Efficient: Revitalizing Ball-Tree for Point-to-Hyperplane Nearest Neighbor Search
Qiang Huang (National University of )*; Anthony Tung (NUS)
RS24, 4: REncoder: A Space-Time Efficient Range Filter with Local Encoder
Ziwei Wang (Peking University); Zheng Zhong (Peking University); Jiarui Guo (Peking University); Yuhan Wu (Peking University); Haoyu Li (Peking University); Tong Yang (Peking University)*; Yaofeng Tu (ZTE Corporation); Huanchen Zhang (Tsinghua University); Bin Cui (Peking University)
RS24, 5: Finding Best Tuple via Error-prone User Interaction
RESEARCH SESSION 25: TEXT, SEMI-STRUCTURED DATA, IR, IMAGE, AND MULTIMEDIA DATABASES
RS25, 1: Marshalling Model Inference In Video Streams
QIXU CHEN (HKUST); Raymond Chi-Wing Wong (Hong Kong University of Science and Technology)* 11:00
Daren Chao (University of Toronto); Nick Koudas (University of Toronto)*; Xiaohui Yu (York University)
RS25, 2: Globally Aware Contextual Embeddings for Named Entity Recognition in Social Media Streams
Satadisha Saha Bhowmick (Binghamton University)*; Eduard Dragut (Temple Univ.); Weiyi Meng ( Binghamton University)
APRIL 7, 2023, FRIDAY (CONTINUED)
RS25, 3: Fed-SC: One-Shot Federated Subspace Clustering over HighDimensional Data
11:00 12:30
Ballroom AB
Songjie Xie (ShanghaiTech University)*; Youlong Wu (ShanghaiTech University); Kewen Liao (Australian Catholic University); Lu Chen (Swinburne University of Technology); Chengfei Liu (Swinburne University of Technology); Haifeng Shen (Australian Catholic University); MingJian Tang (Westpac); Lu Sun (ShanghaiTech University)
RS25, 4: Relational Temporal Graph Convolutional Networks for Ranking-Based Stock Prediction
Zetao Zheng (University of Electronic Science and Technology of China); Jie Shao (University of Electronic Science and Technology of China)*; Jia Zhu (Zhejiang Normal University); Heng Tao Shen (University of Electronic Science and Technology of China (UESTC))
TUTORIAL
11:00 12:30
Platinum 2
“User-Defined Functions in Modern Data Engines”, Yannis Foufoulas (Uninversity of Athens), Alkis Simitsis (Athena Research Center)
General Chair
Chen Li
University of California, Irvine, USA
Research Program
Committee Chair
Lei Chen
Hong Kong University of Science and Technology, Hong Kong
Stefan Manegold
CWI, Amsterdam, Netherlands
Sharad Mehrotra
University of California, Irvine, USA
Demo Chairs
Yeye He
MSR USA
Holger Pirk
Imperial College London, UK
Yanyan Shen
Shanghai Jiaotong University, China
Tutorial Chairs
Laure Berti-Equille
French National Research Institute on Sustainable Development & Université Grenoble Alpes, France
Wook-Shin Han
Postech, Korea
Xi He
University of Waterloo, Canada
PhD Symposium Chairs
Melanie Herschel
Uni Stuttgart, Germany
Shantanu Sharma
NJIT, USA
Lidan Shou
Zhejiang University, China
TKDE Poster Chairs
Arijit Khan
Nanyang Technology University, Singapore
Lei Zou
Peking University, China
Industry and Applications Chair
Themis Palpanas
Université Paris Cité, France
Nesime Tatbul, Intel Labs and MIT, USA
Kai Zeng
Huawei, China
Workshop Chairs
Jayant Haritsa
IISc, India
Eugene Wu
Columbia, USA
Panel Chairs
Aaron Elmore
University of Chicago, USA
Ihab Illyas
University of Waterloo, Canada
Volunteer Chair
Amr Magdy
University of California, Riverside, USA
Web Chair
Faisal Nawab
University of California, Irvine, USA
Publicity Chair
Yongjoo Park
University of Illinois at Urbana-Champaign, USA
Financial Chair
Babak Salimi
University of California, San Diego, USA
Registration Chair
Jia Yu
Washington State University, USA
Local Arrangements Chairs
Ahmed Eldawy
University of California, Riverside, USA
Vagelis Hristidis
University of California, Riverside, USA
Publication Chairs
Ilaria Bartolini
University of Bologna, Italy
Xiaochun Yang
Northeastern University, China
Sponsorship Chairs
Ziawasch Abedjan
Leibniz Universität
Hannover, Germany
(Liaison for Industrial Sponsors)
Ippokratis Pandis
Amazon, USA
Jingren Zhou
Alibaba, China
Diversity and Inclusion Chair
Alexandra Meliou
University of Massachusetts, Amherst, USA
Best Paper Award Committee (Research)
Amr El Abbadi
University of California, Santa Barbara, USA
Tamer Özsu
University of Waterloo, Canada
Cyrus Shahabi
University of Southern California, USA
Special Track Evangelist
C. Mohan
Distinguished Visiting Professor, Tsinghua University, Beijing, China
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