SIGMOD 2023: Accepted Research Papers

Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump
Sihao Hu (National University of Singapore)*; Zhen Zhang (National University of Singapore); Shengliang Lu (National University of Singapore); Bingsheng He (National University of Singapore); Zhao Li (Zhejiang University)
LadderFilter: Filtering Infrequent Items with Small Memory and Time Overhead
Yuanpeng Li (Peking University)*; Feiyu Wang (Peking University); Xiang Yu (Peking University); Yilong Yang (Xidian University); Kaicheng Yang (Peking University); Tong Yang (Peking University); Zhuo Ma (Xidian University); Bin Cui (Peking University); Steve Uhlig (QMUL)
Time2State: An Unsupervised Framework for Inferring the Latent States in Time Series Data
ChengYu Wang (NUDT)*; Kui Wu (University of Victoria); Tongqing Zhou (NUDT); Zhiping Cai (NUDT)
Incremental Tabular Learning on Heterogeneous Feature Space
Hanmo Liu (Hong Kong University of Science and Technology (Guang Zhou))*; Shimin Di (The Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology)
GitTables: A Large-Scale Corpus of Relational Tables
Madelon Hulsebos (University of Amsterdam)*; Paul Groth (University of Amsterdam); Cagatay Demiralp (Sigma Computing)
Raster Intervals: An Approximation Technique for Polygon Intersection Joins
Thanasis Georgiadis (University of Ioannina); Nikos Mamoulis (University of Ioannina)*
Runtime Variation in Big Data Analytics
Yiwen Zhu (Microsoft)*; Rathijit Sen (Microsoft); Robert Horton (Microsoft Corporation); John M Agosta (Microsoft)
Efficient and Effective Cardinality Estimation for Skyline Family
Xiaoye Miao (Zhejiang University)*; Yangyang Wu (Zhejiang University); peng jiazhen (Zhejiang University); Yunjun Gao (Zhejiang University); Jianwei Yin (Zhejiang University)
FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement
Xiaonan Nie (Peking University)*; Xupeng Miao (Carnegie Mellon University); Zilong Wang (Microsoft); Zichao Yang (Carnegie Mellon University); Jilong Xue (Microsoft Research); Lingxiao Ma (Microsoft Research); Gang Cao (BAAI); Bin Cui (Peking University)
Efficient and Portable Einstein Summation in SQL
Mark Blacher (Friedrich Schiller University Jena)*; Joachim Giesen (Friedrich Schiller University Jena); Julien Klaus (Friedrich Schiller University Jena); Christoph Staudt (Friedrich Schiller University Jena); Sören Laue (TU Kaiserslautern); Viktor Leis (Technische Universität München)
Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Data Imputation
Yangxin Fan (Case Western Reserve University)*; Xuanji Yu (Case Western Reserve University); Raymond Wieser (Case Western Reserve University); David Meakin (SunPower Corporation); Avishai Shaton (SolarEdge Technologies); Jean-Nicolas Jaubert (CSI Solar Co.Ltd.); Robert Flottemesch (Brookfield Renewable U.S.); Michael Howell (C2 Energy Capital); Jennifer Braid (Sandia National Labs); Laura Bruckman (Case Western Reserve University); Roger H French (Case Western Reserve University); Yinghui Wu (Case Western Reserve University)
FEC: Efficient Deep Recommendation Model Training with Flexible Embedding Communication
Kaihao Ma ( The Chinese University of Hong Kong); Xiao Yan (Southern University of Science and Technology)*; Zhenkun Cai (The Chinese University of Hong Kong); Yuzhen Huang (Meta); Yidi Wu (Meta Platforms, Inc); James Cheng (CUHK)
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation
Jia Li (Hong Kong University of Science and Technology)*; Yanyan Shen (Shanghai Jiao Tong University); Lei Chen (Hong Kong University of Science and Technology); Charles Wang Wai Ng (Hong Kong University of Science and Technology )
Near-Duplicate Sequence Search at Scale for Neural Language Model Memorization Evaluation
Zhencan Peng (Rutgers University); Zhizhi Wang (Rutgers University); Dong Deng (Rutgers Universituy - New Brunswick)*
AWARE: Workload-aware, Redundancy-exploiting Linear Algebra
Sebastian Baunsgaard (Graz University of Technology)*; Matthias Boehm (Technische Universität Berlin)
Unsupervised Hashing with Semantic Concept Mining
Rong-Cheng Tu (Beijing Institute of Technology)*; Xian-Ling Mao (Beijing Institute of Technology); Qinghong Lin (Shenzhen University); chengfei cai (Zhejiang University); Weize Qin (Institute of Computing Technology, Chinese Academy of Sciences); Wei Wei (Huazhong University of Science and Technology); Hongfa Wang (Chinese Academy of Sciences); Heyan Huang (Beijing Institute of Technology)
CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression
Zheng Chen (Renmin University of China); Feng Zhang (Renmin University of China)*; JiaWei Guan (Renmin University of China); Jidong Zhai (Tsinghua University); Xipeng Shen (North Carolina State University); Huanchen Zhang (Tsinghua University); Wentong Shu (Renmin University of China); Xiaoyong Du (Renmin University of China)
A New Sparse Data Clustering Method Based on Frequent Items
Qiang Huang (National University of Singapore)*; Pingyi Luo (NUS); Anthony Tung (NUS)
Virtual-Memory Assisted Buffer Management
Viktor Leis (Technische Universität München)*; Adnan Alhomssi (Friedrich-Alexander-Universität Erlangen-Nürnberg); Tobias Ziegler (TU Darmstadt); Yannick Loeck (Technische Universität Hamburg); Christian Dietrich (Hamburg University of Technology)
iFlipper: Label Flipping for Individual Fairness
Hantian Zhang (Georgia Tech); KIHYUN TAE (KAIST); Jaeyoung Park (KAIST); Xu Chu (GATECH); Steven E Whang (KAIST)*
SANTOS: Relationship-based Semantic Table Union Search
Aamod Khatiwada (Northeastern University)*; Grace Fan (Northeastern University); Roee Shraga (Northeastern University); Zixuan Chen (Northeastern University); Wolfgang Gatterbauer (Northeastern University); Renée J. Miller (Northeastern University); Mirek Riedewald (Northeastern University)
Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries
Shang Liu (Nanyang Technological University)*; Gao Cong (Nanyang Technological Univesity); Kaiyu Feng (Beijing Institute of Technology); Wanli Gu (MEITUAN); Fuzheng Zhang (Meituan-Dianping Group)
Circinus: Fast Redundancy-Reduced Subgraph Matching
Tatiana Jin (CUHK); Boyang Li (CUHK); Yichao Li (CUHK); qihui zhou (CUHK); Qianli Ma (CUHK); Yunjian Zhao (CUHK); Hongzhi Chen (CUHK); James Cheng (CUHK)*
Composite Object Normal Forms
Zhuoxing Zhang (Southwest University); Wu Chen ( College of Computer ＆ Information Science, Southwest University); Sebastian Link (University of Auckland)*
EAR-Oracle: On Efficient Indexing for Distance Queries between Arbitrary Points on Terrain Surface
Bo Huang (Southern University of Science and Technology); Victor Junqiu Wei (Hong Kong Polytechnic University)*; Raymond Chi-Wing Wong (Hong Kong University of Science and Technology); Bo Tang (Southern University of Science and Technology)
Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction
Rongjian Yang (Fudan University); Zhijie Zhang (Fudan University); Weiguo Zheng (Fudan University)*; Jeffrey Xu Yu (Chinese University of Hong Kong)
Efficient Estimation of Pairwise Effective Resistance
Renchi Yang (Hong Kong Baptist University)*; Jing Tang (The Hong Kong University of Science and Technology)
One-shot garbage collection for in-memory OLTP through temporality-aware version storage
Aunn Raza (EPFL)*; Periklis Chrysogelos (EPFL); Angelos Christos Anadiotis (Oracle); Anastasia Ailamaki (EPFL)
AutoOD: Automatic Outlier Detection
Lei Cao (MIT)*; Yizhou Yan (Worcester Polytechnic Institute); Yu Wang (University of Science and Technology of China); Samuel Madden (MIT); Elke A Rundensteiner (WPI)
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy
Ritesh Ahuja (University of Southern California); Sepanta Zeighami (University of Southern California); Gabriel Ghinita (Hamad Bin Khalifa University)*; Cyrus Shahabi (Computer Science Department. University of Southern California)
Most Expected Winner: An Interpretation of Winners over Uncertain Voter Preferences
Haoyue Ping (New York University)*; Julia Stoyanovich (New York University)
Grouping Time Series for Efficient Columnar Storage
Chenguang Fang (Tsinghua University); Shaoxu Song (Tsinghua University)*; Haoquan Guan (Tsinghua University); Xiangdong Huang (Tsinghua University); Chen Wang (" Tsinghua University, China"); Jianmin Wang ("Tsinghua University, China")
How To Optimize My Blockchain? A Multi-Level Recommendation Approach
Jeeta Ann Chacko (Technical University of Munich)*; Ruben Mayer (Technical University of Munich); Hans-Arno Jacobsen (University of Toronto)
Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme
Guanhao Hou (The Chinese University of Hong Kong); Qintian Guo (The Chinese University of Hong Kong ); Fangyuan ZHANG (The Chinese University of Hong Kong); Sibo Wang (The Chinese University of Hong Kong)*; Zhewei Wei (Renmin University of China)
Transaction Scheduling: From Conflicts to Runtime Conflicts
Yang Cao (University of Edinburgh)*; Wenfei Fan (Univ. of Edinburgh ); Weijie Ou (Shenzhen Institute of Computing Sciences); Rui Xie (Shenzhen Institute of Computing Sciences); Wenyue Zhao (University of Edinburgh)
ClipSim: A GPU-friendly Parallel Framework for Single-Source SimRank with Accuracy Guarantee
Tianhao Wu (Tsinghua University); Ji Cheng (HKUST); Chaorui Zhang (Huawei)*; Jianfeng Hou (Theory Lab HK, Huawei Tech. Investment Co., Limited); gengjian chen (wuhan university); Zhongyi Huang (Tsinghua University); Weixi Zhang (Huawei); Wei Han (Huawei); Bo Bai (Theory Lab, 2012 Labs, Huawei Technologies, Co. Ltd)
Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation
Fang Wang (The Hong Kong Polytechnic University)*; Xiao Yan (Southern University of Science and Technology); Man Lung Yiu (Hong Kong Polytechnic University); Shuai LI (The Hong Kong Polytechnic University); Zunyao Mao (Southern University of Science and Technology); Bo Tang (Southern University of Science and Technology)
Distributed GPU Joins on Fast RDMA-capable Networks
Lasse Thostrup (TU Darmstadt)*; Gloria Doci (Snowflake); Nils Boeschen (TU Darmstadt); Manisha Luthra (TU Darmstadt); Carsten Binnig (TU Darmstadt)
dbET: Execution Time Distribution-based Plan Selection
Yifan Li (York University)*; Xiaohui Yu (York University); Nick Koudas (University of Toronto); Shu Lin (Huawei); Chong Chen (Huawei); Calvin Sun (Huawei)
Ground Truth Inference for Weakly Supervised Entity Matching
Renzhi Wu (Georgia Institute of Technology)*; Alexander E Bendeck (Georgia Institute of Technology); Xu Chu (GATECH); Yeye He (Microsoft Research)
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data
Meghdad Kurmanji (University of Warwick)*; Peter Triantafillou (University of Warwick)
I/O-Efficient Butterfly Counting at Scale
Zhibin Wang (NJU)*; Longbin Lai (Alibaba Group); Yixue Liu (Nanjing University); Bing Shui (Nanjing university); Chen Tian (NJU); Sheng Zhong (Nanjing University)
LiteHST: A Tree Embedding based Method for Similarity Search
Yuxiang Zeng (Hong Kong University of Science and Technology)*; Yongxin Tong (Beihang University); Lei Chen (Hong Kong University of Science and Technology)
Optimizing Tensor Programs on Flexible Storage
Maximilian Schleich (RelationalAI)*; Amir Shaikhha (University of Edinburgh); Dan Suciu (University of Washington)
LinCQA: Faster Consistent Query Answering with Linear Time Guarantees
Zhiwei Fan (University of Wisconsin-Madison); Paraschos Koutris (University of Wisconsin-Madison); Xiating Ouyang (University of Wisconsin-Madison)*; Jef Wijsen (University of Mons)
Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue
Efthymia Tsamoura (Samsung AI Research); Jaehun Lee (Samsung); Jacopo Urbani (Vrije Universiteit Amsterdam)*
Foreign Keys Open the Door for Faster Incremental View Maintenance
Christoforos Svingos (National and Kapodistrian University of Athens)*; Andre Hernich (Amazon Web Services); Hinnerk Gildhoff (Amazon); Yannis Papakonstantinou (Databricks & University of California, San Diego ); Yannis Ioannidis (University of Athens)
FactorJoin: A New Cardinality Estimation Framework for Join Queries
Ziniu Wu (Massachusetts Institute of Technology)*; Parimarjan Negi (MIT); Mohammad Alizadeh (MIT CSAIL); Tim Kraska (MIT); Samuel Madden (MIT)
FlexER: Flexible Entity Resolution for Multiple Intents
Bar Genossar (Technion -- Israel Institute of Technology)*; Avigdor Gal (Technion -- Israel Institute of Technology); Roee Shraga (Northeastern University)
MRV: Enforcing Numeric Invariants in Parallel Updates to Hotspots with Randomized Splitting
Nuno F Faria (INESCTEC & U. Minho)*; José Pereira (U. Minho & INESCTEC)
Polaris: Enabling Transaction Priority in Optimistic Concurrency Control
Chenhao Ye (University of Wisconsin-Madison); Wuh-Chwen Hwang (University of Wisconsin-Madison); Keren Chen (University of Wisconsin-Madison); Xiangyao Yu (University of Wisconsin-Madison)*
An Efficient Algorithm for Distance-based Structural Graph Clustering
Kaixin Liu (Tsinghua University); Sibo Wang (The Chinese University of Hong Kong)*; Yong Zhang (" Tsinghua University, China"); Chunxiao Xing (Tsinghua University)
SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy
Alexander Conway (VMware Research)*; Martin Farach-Colton (Rutgers University); Rob Johnson (VMware Research)
IcebergHT: High Performance PMEM Hash Tables Through Stability and Low Associativity
Prashant Pandey (University of Utah)*; Michael A Bender (Stony Brook); Alexander Conway (VMware Research); Martin Farach-Colton (Rutgers University); William H Kuszmaul (MIT); Guido Tagliavini (Rutgers University); Rob Johnson (VMware Research)
Efficient Sampling Approaches to Shapley Value Approximation
Jiayao Zhang (Zhejiang University); Qiheng Sun (Zhejiang University); Jinfei Liu (Zhejiang University)*; Li Xiong (Emory University); Jian Pei (Simon Fraser University); Kui Ren (Zhejiang University)
Maximum k-Biplex Search on Bipartite Graphs: A Symmetric-BK Branching Approach
Kaiqiang Yu (Nanyang Technological University)*; Cheng Long (Nanyang Technological University)
TED: Towards Discovering Top-𝑘 Edge-Diversified Patterns in a Graph Database
Kai Huang (HKUST)*; Haibo Hu (Hong Kong Polytechnic University); Qingqing Ye (Hong Kong Polytechnic University); Kai Tian (Tencent); Bolong Zheng (Huazhong University of Science and Technology); Xiaofang Zhou (Hong Kong University of Sci and Tech)
Caerus: A Caching-based Framework for Scalable Temporal Graph Neural Networks
Yiming Li (Hong Kong University of Science and Technology)*; Yanyan Shen (Shanghai Jiao Tong University); Lei Chen (Hong Kong University of Science and Technology); Mingxuan Yuan (Huawei)
SafeBound: A Practical System for Generating Cardinality Bounds
Kyle B Deeds (University of Washington)*; Magdalena Balazinska (UW); Dan Suciu (University of Washington)
Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases
Yun PENG (Guangzhou University)*; Byron Choi (Hong Kong Baptist University); Tsz Nam (Edison) Chan (Hong Kong Baptist University); Jianye Yang (Guangzhou University); Jianliang Xu (Hong Kong Baptist University)
Detecting Logic Bugs of Join Optimizations in DBMS
Xiu Tang (Zhejiang University); Sai Wu (Zhejiang Univ)*; Dongxiang Zhang (Zhejiang University); Feifei Li (Alibaba Group); Gang Chen (Zhejiang University)
TowerSensing: Linearly Compressing Sketches with Flexibility
Zirui Liu (Peking University)*; Yixin Zhang (Peking University); Yifan Zhu (Peking university); Ruwen Zhang (Peking University); Tong Yang (Peking University); kun xie (Hunan University); Sha Wang (National University of Defense Technology); Tao Li (National University of Defense Technology); Bin Cui (Peking University)
A Universal Question-Answering Platform for Knowledge Graphs
Reham Omar (Concordia University )*; Ishika Dhall (Concordia University ); Panos Kalnis (King Abdullah University of Science and Technology); Essam Mansour (Concordia University)
Fast Density-Based Clustering: Geometric Approach
Xiaogang Huang (Southwestern University of Finance and Economics); Tiefeng Ma (Southwestern University of Finance and Economics)*
MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores
Yancan Mao (National University of Singapore); Jianjun Zhao (huazhong university of science and technology); Haikun Liu (Huazhong University of Science and Technology); Shuhao Zhang (Singapore University of Technology and Design)*; Volker Markl (Technische Universität Berlin)
An Effective and Differentially Private Protocol for Secure Distributed Cardinality Estimation
Pinghui Wang (Xi'an Jiaotong University)*; Chengjin Yang (Xi'an Jiaotong University); Dongdong Xie (Xi'an Jiaotong University); Junzhou Zhao (Xi'an Jiaotong University); Hui Li (Xidian University); Jing Tao (Xi'an Jiaotong University); Xiaohong Guan (Xi'an Jiaotong University)
Towards Generating Hop-constrained s-t Simple Path Graphs
Yuzheng Cai (Fudan University); Siyuan Liu (Fudan University); Weiguo Zheng (Fudan University)*; Xuemin Lin (University of New South Wales)
GeoGauss: Strongly Consistent Coordinator-Free OLTP for Geo-Replicated SQL Database
Weixing Zhou (Northeastern University); Qi Peng (Northeastern University); Zijie Zhang (Huawei); Yanfeng Zhang (Northeastern University)*; Yang Ren (Huawei); Sihao Li (Huawei Tech. Co Ltd); Guo Fu (Northeastern University); yulong cui (northeastern university); Qiang Li (华为技术有限公司); Wu Caiyi (NEU); Shangjun Han (Northeastern University); Shengyi Wang (Northeastern University); Guoliang Li (Tsinghua University); Ge Yu (Northeast University)
The RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data
Tu Gu (Nanyang Technological University)*; Kaiyu Feng (Beijing Institute of Technology); Gao Cong (Nanyang Technological Univesity); Cheng Long (Nanyang Technological University); ZHENG WANG (Nanyang Technological University); Sheng Wang (Alibaba Group)
Robust and Transferable Log-based Anomaly Detection
Peng Jia (Xi'an Jiaotong University)*; Yiyuan Xiong (NUS); Shaofeng Cai (National University of Singapore); Beng Chin Ooi (NUS); Pinghui Wang (Xi'an Jiaotong University)
Matching Roles from Temporal Data
Leon Bornemann (Hasso Plattner Institute)*; Tobias Bleifuß (Hasso Plattner Institute); Dmitri V. Kalashnikov (AT&T Labs Research); Fatemeh Nargesian (University of Rochester); Felix Naumann (Hasso Plattner Institute, University of Potsdam); Divesh Srivastava (AT&T Chief Data Office)
Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching
Olamide Timothy Tawose (University of Nevada, Reno); Jun Dai (California State University, Sacramento); Lei Yang (University of Nevada, Reno); DONGFANG ZHAO (University of Nevada, Reno)*
Efficient Resistance Distance Computation: the Power of Landmark-based Approaches
Meihao Liao (Beijing Institute of Technology); Ronghua Li (Beijing Institute of Technology)*; Qiangqiang Dai (Beijing Institute of Technology); Hongyang Chen (Zhejiang Lab); Hongchao Qin (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)
Scaling Up k-Clique Densest Subgraph Detection
Yizhang He (The University of New South Wales); Kai Wang (Shanghai Jiao Tong University)*; Wenjie Zhang (University of New South Wales); Xuemin Lin (University of New South Wales); Ying Zhang (University of Technology Sydney)
Discovering Top-k Rules using Subjective and Objective Criteria
Wenfei Fan (Univ. of Edinburgh ); Ziyan Han (Beihang University); Yaoshu Wang (Shenzhen Institute of Computing Sciences, Shenzhen University)*; Min Xie (Shenzhen Institute of Computing Sciences )
FINEX: A Fast Index for Exact & Flexible Density-Based Clustering
Konstantin Emil Thiel (University of Salzburg)*; Daniel Kocher (University of Salzburg); Nikolaus Augsten (University of Salzburg); Thomas Hütter (University of Salzburg); Willi Mann (Celonis SE); Daniel Schmitt (University of Salzburg)
DBPA: A Benchmark for Transactional Database Performance Anomalies
Shiyue Huang (Peking University)*; Ziwei Wang (Peking University); Xinyi Zhang (Peking University); Yaofeng Tu (ZTE Corporation); zhongliang Li (ZTE); Bin Cui (Peking University)
Efficiently Computing Join Orders with Heuristic Search
Immanuel L Haffner (Saarland University, Saarland Informatics Campus)*; Jens Dittrich (Saarland University, Saarland Informatics Campus)
T-FSM: A Task-Based System for Massively Parallel Frequent Subgraph Pattern Mining from a Big Graph
Lyuheng Yuan (University of Alabama at Birmingham); Da Yan (University of Alabama at Birmingham)*; wenwen qu (East China Norm University); Saugat Adhikari (The University of Alabama at Birmingham); Jalal Khalil (The University of Alabama at Birmingham); Cheng Long (Nanyang Technological University); Xiaoling Wang (East China Normal University)
Discovering Similarity Inclusion Dependencies
Youri Kaminsky (Hasso Plattner Institute)*; Eduardo H. M. Pena (UTFPR); Felix Naumann (Hasso Plattner Institute, University of Potsdam)
Effective and Efficient PageRank-based Positioning for Graph Visualization
Shiqi Zhang (National University of Singapore); Renchi Yang (Hong Kong Baptist University); Xiaokui Xiao (National University of Singapore)*; Xiao Yan (Southern University of Science and Technology); Bo Tang (Southern University of Science and Technology)
Maximal Defective Clique Enumeration
Qiangqiang Dai (Beijing Institute of Technology); Ronghua Li (Beijing Institute of Technology)*; Meihao Liao (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)
Efficient Biclique Counting in Large Bipartite Graphs
Xiaowei Ye (Beijing Institute of Technology); Ronghua Li (Beijing Institute of Technology)*; Qiangqiang Dai (Beijing Institute of Technology); Hongchao Qin (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)
Double-Anonymous Sketch: Achieving Fairness for Finding Global Top-K Frequent Items
Yikai Zhao (Peking University)*; Wenchen Han (Peking University); Zheng Zhong (Peking University); Yinda Zhang (Peking University); Tong Yang (Peking University); Bin Cui (Peking University)
Managing Conflicting Interests of Stakeholders in Influencer Marketing
Shixun Huang (RMIT); Junhao Gan (University of Melbourne); Zhifeng Bao (RMIT University)*; Wenqing Lin (Tencent)
JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation
Feiyu Wang (Peking University)*; Qizhi Chen (Peking University); Yuanpeng Li (Peking University); Tong Yang (Peking University); Yaofeng Tu (ZTE Corporation); Lian Yu (Peking University); Bin Cui (Peking University)
Regularized Pairwise Relationship based Analytics for Structured Data
Zhaojing Luo (National University of Singapore); Shaofeng Cai (National University of Singapore); Yatong Wang (University of Electronic Science and Technology of China); Beng Chin Ooi (NUS)*
Together is Better: Heavy Hitters Latency Quantile Estimation
Rana Shahout (Technion)*; Roy Friedman (Technion); Ran Ben Basat (UCL)
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration
Jianhong Tu (Renmin University of China); Ju Fan (Renmin University of China)*; Nan Tang (Qatar Computing Research Institute, HBKU); Peng Wang (Renmin University of China); Guoliang Li (Tsinghua University); Xiaoyong Du (Renmin University of China); Jia Xiaofeng (Beijing Big Data Centre); Song Gao (Beijing Big Data Centre)
Time Series Data Validity
Yunxiang Su (Tsinghua University); Gong Yikun (Tsinghua); Shaoxu Song (Tsinghua University)*
Making It Tractable to Catch Duplicates and Conflicts in Graphs
Wenfei Fan (Univ. of Edinburgh ); Wenzhi Fu (University of Edinburgh); Ruochun Jin (National University of Defense Technology); Muyang Liu (University of Edinburgh); Ping Lu (Beihang Univ.); Chao Tian (Chinese Academy of Sciences)*
ST4ML: Machine Learning Oriented Spatio-Temporal Data Processing at Scale
Kaiqi Liu (Nanyang Technological University)*; Panrong Tong (Alibaba Group); Mo Li (Nanyang Technological University); Yue Wu (Damo Academy, Alibaba Group); Jianqiang Huang (Alibaba Group)
Learned Data-aware Image Representations of Line Charts for Similarity Search
Yuyu Luo (Tsinghua University); Yihui Zhou (Tsinghua University); Nan Tang (Qatar Computing Research Institute, HBKU); Guoliang Li (Tsinghua University)*; Chengliang Chai (Tsinghua Univerisity); Leixian Shen (Tsinghua University)
RLS Side Channels: Investigating Leakage of Row-Level Security Protected Data Through Query Execution Time
Chen Dar (Tel Aviv University); Moshik Hershcovitch (Tel Aviv University & IBM Research); Adam Morrison (Tel Aviv University)*
LightRW: FPGA Accelerated Graph Dynamic Random Walks
Hongshi Tan (National University of Singapore)*; Xinyu Chen (National University of Singapore); Yao Chen (Advanced Digital Sciences Center); Bingsheng He (National University of Singapore); Weng-Fai Wong (National University of Singapore)
HybridPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation
Sibei Chen (Renmin University of China); Nan Tang (Qatar Computing Research Institute, HBKU); Ju Fan (Renmin University of China)*; Xuemi Yan (Renmin University of China); Chengliang Chai (Beijing Institute of Technology); Guoliang Li (Tsinghua University); Xiaoyong Du (Renmin University of China)
Ready to Leap (by Co-Design)? Join Order Optimisation on Quantum Hardware
Manuel Schönberger (Technical University of Applied Sciences Regensburg)*; Stefanie Scherzinger (University of Passau); Wolfgang Mauerer (Technical University of Applied Sciences Regensburg / Siemens AG)
Mining Geospatial Relationships from Text
Pasquale Balsebre (Nanyang Technological University)*; Dezhong Yao (Huazhong University of Science and Technology); Gao Cong (Nanyang Technological Univesity); Weiming Huang (Nanyang Technological University); Zhen Hai (DAMO Academy, Alibaba Group)
Grep: A Graph Learning Based Database Partitioning System
Xuanhe Zhou (Tsinghua); Guoliang Li (Tsinghua University)*; Jianhua Feng (Tsinghua); luyang liu (Huawei); Guo Wei (Huawei)
BALANCE: Bayesian Linear Attribution for Root Cause Localization
Chaoyu Chen (Ant Group); Hang Yu (Ant Group); Zhichao Lei (Ant Group); Jianguo Li (Ant Group)*; Shaokang Ren (Ant Group); Tingkai Zhang (Ant Group); Silin Hu (Ant Group); Jianchao Wang (Ant Group); Wenhui Shi (OceanBase)
Efficient Tree-SVD for Subset Node Embedding over Large Dynamic Graphs
Xinyu Du (Chinese University of Hong Kong); Xingyi Zhang (The Chinese University of Hong Kong); Sibo Wang (The Chinese University of Hong Kong)*; Zengfeng Huang (Fudan University)
AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting
Xinle Wu (Aalborg Universigy); Dalin Zhang (Aalborg University); Miao Zhang (Aalborg University); Chenjuan Guo (Aalborg University); Bin Yang (Aalborg University)*; Christian S Jensen (Aalborg University)
When Private Blockchain Meets Deterministic Database
Ziliang Lai (Chinese University of Hong Kong)*; Chris Liu (Chinese University of Hong Kong); Eric Lo (Chinese University of Hong Kong)
Hierarchical Residual Encoding for Multiresolution Compression
Bruno Barbarioli (The University of Chicago)*; Gabriel Mersy (University of Chicago); Stavros Sintos (University of Illinois Chicago); Sanjay Krishnan (U Chicago)
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks
Sepanta Zeighami (University of Southern California)*; Cyrus Shahabi (Computer Science Department. University of Southern California); Vatsal Sharan (University of Southern California)
INEv: In-Network Evaluation for Event Stream Processing
Samira Akili (HU Berlin )*; Matthias Weidlich (Humboldt-Universität zu Berlin); Steven Purtzel (Humboldt-Universität zu Berlin)
Graph Learning for Interaction Analysis in Smart Home Rule Data
Guangjing Wang (Michigan State University)*; Nikolay Ivanov (Michigan State University); Qi Wang (uiuc); ThanhVu Nguyen (George Mason University); Qiben Yan (Michigan State University)
dsJSON: A Distributed SQL JSON Processor
Majid Saeedan (University of California, Riverside)*; Ahmed Eldawy (University of California, Riverside); Zhijia Zhao (University of California, Riverside)
When Tree Meets Hash: Reducing Random Reads for Index Structures on Persistent Memories
Ke Wang (Yale University)*; Guanqun Yang (New York University); Yiwei Li (Tsinghua University); Huanchen Zhang (Tsinghua University); Mingyu Gao (Tsinghua University)
Pontus: Finding Waves in Data Streams
Zhengxin Zhang (Tsinghua University)*; Qing Li (Peng Cheng Laboratory); Guanglin Duan (Tsinghua); Dan Zhao (peng cheng laboratory ); Jingyu Xiao (Tsinghua University); Guorui Xie (Tsinghua University); Yong Jiang (Tsinghua University)
FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data
Rui Fu (Beijing Institute of Technology); Yuncheng Wu (National University of Singapore); Quanqing Xu (OceanBase); Meihui Zhang (Beijing Institute of Technology)*
Pea Hash: A Performant Extendible Adaptive Hashing Index
Zhuoxuan Liu (University of Chinese Academy of Sciences)*; Shimin Chen (Chinese Academy of Sciences)
Kepler: Robust Learning for Parametric Query Optimization
Lyric Doshi (Google); Vincent Zhuang (Google)*; Gaurav Jain (Google); Ryan C Marcus (MIT); Haoyu Huang (Google); Deniz Altınbüken (Google); Eugene Brevdo (Google); Campbell Fraser (Google)
Dumpy: A Compact and Adaptive Index for Large Data Series Collections
Zeyu Wang (Fudan University)*; Qitong Wang (Université Paris Cité ); Peng Wang (" Fudan University, China"); Themis Palpanas (Université Paris Cité); Wei Wang (" Fudan University, China")
Design and Analysis of a Processing-in-DIMM Join Algorithm: A Case Study with UPMEM DIMMs
Chaemin Lim (Yonsei University); Suhyun Lee (Yonsei University); Jinwoo Choi (Yonsei University); Jounghoo Lee (Yonsei University); Seongyeon Park (Yonsei University); Hanjun Kim (Yonsei University); Jinho Lee (Seoul National University); Youngsok Kim (Yonsei University);
Parallel Strong Connectivity Based on Faster Reachability
Letong Wang (University of California, Riverside); Xiaojun Dong (University of California, Riverside); Yan Gu (UC Riverside); Yihan Sun (University of California, Riverside);
ForestTI: A Scalable Inverted-Index-Oriented Timeseries Management System with Flexible Memory Efficiency
Zhiqi Wang (The Chinese University of Hong Kong); Zili Shao (The Chinese University of Hong Kong);
Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation
Yiran Li (Hong Kong Polytechnic University); Renchi Yang (Hong Kong Baptist University); Jieming Shi (The Hong Kong Polytechnic University);
DARQ Matter Binds Everything: Performant and Composable Cloud Programming via Resilient Steps
Tianyu Li (Massachusetts Institute of Technology); Badrish Chandramouli (Microsoft Research); Sebastian C Burckhardt (Microsoft Research); Samuel Madden (MIT);
BtrBlocks: Efficient Columnar Compression for Data Lakes
Maximilian Kuschewski (Technische Universität München); David Sauerwein (Friedrich-Alexander-Universität Erlangen-Nürnberg); Adnan Alhomssi (Friedrich-Alexander-Universität Erlangen-Nürnberg); Viktor Leis (Technische Universität München);
Practical Differentially Private and Byzantine-resilient Federated Learning
Zihang Xiang (King Abdullah University of Science and Technology); Tianhao Wang (University of Virginia); Wanyu Lin (The Hong Kong Polytechnic University); Di Wang (KAUST);
GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example
Saeed Fathollahzadeh (Graz University of Technology); Matthias Boehm (Technische Universität Berlin);
Efficient and Portable Einstein Summation in SQL
Mark Blacher (Friedrich Schiller University Jena); Joachim Giesen (Friedrich Schiller University Jena); Julien Klaus (Friedrich Schiller University Jena); Christoph Staudt (Friedrich Schiller University Jena); Sören Laue (Universität Hamburg); Viktor Leis (Technische Universität München);
Prerequisite-driven Fair Clustering on Heterogeneous Information Networks
Juntao Zhang (Wuhan University); Sheng Wang (Wuhan University); Yuan Sun (La Trobe University); Zhiyong Peng (Wuhan University, China);
Better than Composition: How to Answer Multiple Relational Queries under Differential Privacy
Wei DONG (Hong Kong University of Science and Technology, Hong Kong); Dajun Sun (hkust); Ke Yi (Hong Kong Univ. of Science and Technology);
A Step Toward Deep Online Aggregation
Nikhil Sheoran (University of Illinois at Urbana-Champaign); Supawit Chockchowwat (University of Illinois at Urbana-Champaign); Arav Chheda (University of Illinois at Urbana-Champaign); Suwen Wang (University of Illinois Urbana-Champaign); Riya Verma (University of Illinois at Urbana Champaign); Yongjoo Park (University of Illinois at Urbana-Champaign);
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
Zhichen Lai (Aalborg University); Dalin Zhang (Aalborg University); Huan Li (Aalborg University); Christian S Jensen (Aalborg University); Hua Lu (Roskilde University); Yan Zhao (Aalborg University);
rkHit: Representative Query with Uncertain Preference
Xingxing Xiao (Harbin Institute of Technology); Jianzhong Li (Harbin Institute of Technology);
HR-Index: An Effectiveness Index Method for Historical Reachability Queries over Evolving Graphs
Yajun Yang (Tianjin University); Hanxiao Li (Tianjin University); Xiangjv Zhu (Tianjin University); Junhu Wang (Griffith University, australia); Xin Wang (Tianjin University); Hong Gao (Zhejiang Normal University);
Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines
Stefan Grafberger (University of Amsterdam); Paul Groth (University of Amsterdam); Sebastian Schelter (University of Amsterdam);
A Framework for Privacy Preserving Localized Graph Pattern Query Processing
Lyu Xu (Hong Kong Baptist University); Byron Choi (Hong Kong Baptist University); Yun PENG (Guangzhou University); Jianliang Xu (Hong Kong Baptist University); Sourav S Bhowmick (Nanyang Technological University);
T-Rex: Optimizing Pattern Search on Time Series
Silu Huang (Microsoft Research); Erkang Zhu (Microsoft Research); Surajit Chaudhuri (Microsoft); Leonhard Spiegelberg (Brown University);
Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA
Tobias Ziegler (TU Darmstadt); Jacob J Nelson (Lehigh University); Viktor Leis (Technische Universität München); Carsten Binnig (TU Darmstadt);
Theories and Principles Matter: Towards Visually Appealing and Effective Abstraction of Property Graph Queries
Jiebing Ma (NTU); Sourav S Bhowmick (Nanyang Technological University); Byron Choi (Hong Kong Baptist University); Lester Tay (NTU);
Efficient Star-based Truss Maintenance on Dynamic Graphs
Zitan Sun (HKBU); Xin Huang (Hong Kong Baptist University); Qing Liu (Zhejiang University); Jianliang Xu (Hong Kong Baptist University);
QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark
Yeonsu Park (POSTECH); Byungchul Tak (Kyungpook National University); Wook-Shin Han (POSTECH);
Exploratory Training: When Annonators Learn About Data
Rajesh Shrestha (Oregon State University); Omeed Habibelahian (Oregon State University); Arash Termehchy (Oregon State University); Paolo Papotti (Eurecom);
Predicate Pushdown for Data Science Pipelines
Cong Yan (Microsoft research); Yin Lin (University of Michigan); Yeye He (Microsoft Research);
High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations
Jianyang Gao (Nanyang Technological University); Cheng Long (Nanyang Technological University);
Hereditary Cohesive Subgraphs Enumeration on Bipartite Graphs: The Power of Pivot-based Approaches
Qiangqiang Dai (Beijing Institute of Technology); Ronghua Li (Beijing Institute of Technology); Xiaowei Ye (Beijing Institute of Technology); Meihao Liao (Beijing Institute of Technology); Weipeng Zhang (Tencent Technology (Shenzhen) Company Limited); Guoren Wang (Beijing Institute of Technology);
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices
Hai Lan (RMIT University); Zhifeng Bao (RMIT University); Shane Culpepper (RMIT University); Renata Borovica-Gajic (University of Melbourne);
InfiniFilter: Expanding Filters to Infinity and Beyond
Niv Dayan (University of Toronto); Ioana Bercea (IT University of Copenhagen); Pedro Reviriego (Universidad Carlos III de Madrid); Rasmus Pagh (University of Copenhagen);
Shortest Paths Discovery in Uncertain Networks via Transfer Learning
Shixun Huang (RMIT); Zhifeng Bao (RMIT University);
PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy
Kuntai Cai (National University of Singapore); Xiaokui Xiao (National University of Singapore); Graham Cormode (University of Warwick);
Scalable and Efficient Full-Graph GNN Training for Large Graphs
Xinchen Wan (HKUST); Kaiqiang Xu (HKUST); Xudong Liao (HKUST); Yilun Jin (The Hong Kong University of Science and Technology); Kai Chen (HKUST); Xin Jin (Peking University);
ML2DAC: Meta-Learning to Democratize AutoML for Clustering Analysis
Dennis Tschechlov (Universität Stuttgart); Manuel Fritz (Carl Zeiss SMT GmbH); Holger Schwarz (Universität Stuttgart); Bernhard Mitschang (University of Stuttgart);
OM^3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time Series
Yunhai Wang (Shandong University); Yuchun Wang (Shandong University); Xin Chen (Shandong University); Yue Zhao (Shandong University); Fan Zhang (Shandong Technology and Business University); Eugene Wu (Columbia University); Chi-Wing Fu (The Chinese University of Hong Kong); Xiaohui Yu (York University);
Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization
YeXin Wang (Peking University); Zhi Yang (Peking University); Liu Junqi (Peking University); Wentao Zhang (Peking University); Bin Cui (Peking University);
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning
zihui gu (Renmin University of China); Ju Fan (Renmin University of China); Nan Tang (Qatar Computing Research Institute, HBKU); Lei Cao (MIT); Bowen Jia (Renmin University of China); Samuel Madden (MIT); Xiaoyong Du (Renmin University of China);
Detock: High Performance Multi-region Transactions at Scale
Cuong D. T. Nguyen (University of Maryland); Johann K Miller (University of Maryland); Daniel J Abadi (UMD);
Measuring Re-identification Risk
CJ Carey (Google); Travis Dick (University of Pennsylvania); Alessandro Epasto (Google inc); Adel Javanmard (USC/ Google); Josh Karlin (Google); Shankar Kumar (Google); Vahab Mirrokni (Google); andres munoz (Google); Gabriel H Nunes (UFMG); Sergei Vassilvitskii (Google); Peilin Zhong (Google Research);
Free Join: Unifying Worst-Cast Optimal and Traditional Joins
Yisu R Wang (University of Washington); Max Willsey (University of Washington); Dan Suciu (University of Washington);
Generalizing Bulk-Synchronous Parallel Processing for Data Science: from data to threads and agent-based simulations
Zilu Tian (EPFL); Christoph Koch (EPFL, Switzerland); Val Tannen (University of Pennsylvania); Peter Lindner (EPFL); Markus Nissl (TU Wien);
Exploiting Structure in Regular Expression Queries
Ling Zhang (University of Wisconsin Madison); Shaleen Deep (Microsoft Gray Systems Lab); Avrilia Floratou (Microsoft); Anja Gruenheid (Microsoft); Jignesh Patel (UW - Madison); Yiwen Zhu (Microsoft);
Computing the Difference of Conjunctive Queries Efficiently
Xiao Hu (University of Waterloo); Qichen Wang (Hong Kong Baptist University);
Global and Local Differentially Private Release of Count-Weighted Graphs
Felipe Brito (LSBD/UFC); Victor Farias (Universidade Federal do Ceara); Cheryl Flynn (AT&T Labs Research); Javam C Machado (LSBD/UFC); Subhabrata Majumdar (Splunk); Divesh Srivastava (AT&T Chief Data Office);
QHL: A Fast Algorithm for Exact Constrained Shortest Path Search on Road Networks
Libin Wang (Hong Kong University of Science and Technology); Raymond Chi-Wing Wong (Hong Kong University of Science and Technology);
XInsight: eXplainable Data Analysis Through The Lens of Causality
Pingchuan Ma (HKUST); Rui Ding (Microsoft Research); Shuai Wang (HKUST); Shi Han (Microsoft Research); Dongmei Zhang (Microsoft Research Asia);
GoodCore: Coreset Selection over Incomplete Data for Data-effective and Data-efficient Machine Learning
Chengliang Chai (Beijing Institute of Technology); Jiabin Liu (Tsinghua University); Nan Tang (Qatar Computing Research Institute, HBKU); Ju Fan (Renmin University of China); dongjing miao (哈尔滨工业大学); Jiayi Wang (Tsinghua University); Yuyu Luo (Tsinghua University); Guoliang Li (Tsinghua University);
Incentive-Aware Decentralized Data Collaboration
Yatong Wang (University of Electronic Science and Technology of China); Yuncheng Wu (National University of Singapore); Xincheng Chen (National University of Singapore); Gang Feng (University of Electronic Science and Technology of China); Beng Chin Ooi (NUS);
Deep Active Alignment of Knowledge Graph Entities and Schemata
Jiacheng Huang (Nanjing University); Zequn Sun (Nanjing University); Qijin Chen (Alibaba Group); Xiaozhou Xu (Alibaba Group); Weijun Ren (Alibaba Group); Wei Hu (Nanjing University);
Efficient Personalized PageRank Computation: The Power of Variance-Reduced Monte Carlo Approaches
Meihao Liao (Beijing Institute of Technology); Ronghua Li (Beijing Institute of Technology); Qiangqiang Dai (Beijing Institute of Technology); Hongyang Chen (Zhejiang Lab); Hongchao Qin (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology);
Using Cloud Functions as Accelerator for Elastic Data Analytics
Haoqiong Bian (EPFL); Tiannan Sha (EPFL); Anastasia Ailamaki (EPFL);
Data Stream Clustering: An In-depth Empirical Study
Xin Wang (Ohio State University); Zhengru Wang (NVIDIA); Zhenyu Wu (The University of Manchester); Shuhao Zhang (Singapore University of Technology and Design); Xianzhi Zeng (Singapore University of Technology and Design); Zhonghao Yang (Singapore University of Technology and Design); Haolan He (Singapore University of Technology and Design); wu yuhao (SUTD); Xuanhua Shi (Huazhong University of Science and Technology); Li Lu (Sichuan University);
EARLY: Efficient and Reliable Graph Neural Network for Dynamic Graphs
Haoyang Li (The Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology);
Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation
Sheng Bi (ShenZhen University); Hao Liao (Shenzhen University); Jiao Wu (Shenzhen University); Wei Zhang (Shenzhen University); Mingyang Zhou (Shenzhen University); Rui Mao (Shenzhen University); Wei Chen (Microsoft);
FEC: Efficient Deep Recommendation Model Training with Flexible Embedding Communication
Kaihao Ma (The Chinese University of Hong Kong); Xiao Yan (Southern University of Science and Technology); Zhenkun Cai (The Chinese University of Hong Kong); Yuzhen Huang (Meta); Yidi Wu (Meta Platforms, Inc); James Cheng (CUHK);
DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with GPU
Xin Zhang (Hong Kong University of Science and Technology); Yanyan Shen (Shanghai Jiao Tong University); Yingxia Shao (BUPT); Lei Chen (Hong Kong University of Science and Technology);
GuP: Fast Subgraph Matching by Guard-based Pruning
Junya Arai (Nippon Telegraph and Telephone Corporation); Yasuhiro Fujiwara (NTT Communication Science Laboratories); Makoto Onizuka (Osaka University);
DeltaBoost: Gradient Boosting Decision Trees with Efficient Machine Unlearning
Zhaomin Wu (National University of Singapore); Junhui Zhu (National University of Singapore); Qinbin Li (National University of Singapore); Bingsheng He (National University of Singapore);
Efficient and Effective Algorithms for Generalized Densest Subgraph Discovery
Yichen Xu (Chinese University of Hong Kong, Shenzhen); Chenhao Ma (The Chinese University of Hong Kong, Shenzhen); Yixiang Fang (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Zhifeng Bao (RMIT University);
On Querying Connected Components in Large Temporal Graphs
Haoxuan Xie (The Chinese University of Hong Kong, Shenzhen); Yixiang Fang (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Yuyang Xia (The Chinese University of Hong Kong, Shenzhen); Wensheng Luo (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Chenhao Ma (The Chinese University of Hong Kong, Shenzhen);
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation
David Campos (Aalborg University); Miao Zhang (Aalborg University); Bin Yang (Aalborg University); Tung Kieu (Aalborg University); Chenjuan Guo (Aalborg University); Christian S Jensen (Aalborg University);
Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia
Raul Castro Fernandez (The University of Chicago);
Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams
Ziquan Fang (Zhejiang University); Shenghao Gong (Zhejiang University, China); Lu Chen (Zhejiang University); Xu Jiachen (Zhejiang University); Yunjun Gao (Zhejiang University); Christian S Jensen (Aalborg University);
LAQy: Efficient and Reusable Query Approximations via Lazy Sampling
Viktor Sanca (EPFL); Periklis Chrysogelos (EPFL); Anastasia Ailamaki (EPFL);
Mitigating Filter Bubbles Under a Competitive Diffusion Model
Prithu Banerjee (UBC); Wei Chen (Microsoft); Laks V.S. Lakshmanan (The University of British Columbia);
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation
Jia Li (Hong Kong University of Science and Technology); Yanyan Shen (Shanghai Jiao Tong University); Lei Chen (Hong Kong University of Science and Technology); Charles Wang Wai Ng (Hong Kong University of Science and Technology);
Maestro: Automatic Generation of Comprehensive Benchmarks for Question Answering Over Knowledge Graphs
Abdelghny Orogat (Carleton University); Ahmed El-Roby (Carleton University);
Selection Pushdown in Column Stores using Bit Manipulation Instructions
Yinan Li (Microsoft Research); Jianan Lu (Princeton University); Badrish Chandramouli (Microsoft Research);
Near-Duplicate Sequence Search at Scale for Neural Language Model Memorization Evaluation
Zhencan Peng (Rutgers University); Zhizhi Wang (Rutgers University); Dong Deng (Rutgers Universituy - New Brunswick);
Query-Guided Resolution of Uncertain Databases
Osnat Drien (Bar Ilan University); Matanya Freiman (Bar Ilan University); Antoine Amarilli (LTCI, Télécom ParisTech); Yael Amsterdamer (Bar-Ilan University);
Efficient GPU-Accelerated Subgraph Matching
Xibo Sun (Hong Kong University of Science and Technology); Qiong Luo (Hong Kong University of Science and Technology);
Hamming Tree: The case for Energy-Aware Indexing for NVMs
Saeed Kargar (UCSC); Faisal Nawab (University of California at Irvine);
DiffPrep: Differentiable Data Preprocessing Pipeline Search for Learning over Tabular Data
Peng Li (GATECH); Zhiyi Chen (Georgia Institute of Technology); Xu Chu (GATECH); Kexin Rong (Georgia Institute of Technology);
GraphINC: Graph Pattern Mining at Network Speed
Rana Hussein (University of Fribourg); Alberto Lerner (University of Friborug); Andre Ryser (University of Fribourg); Lucas David Bürgi (University Fribourg); Albert Blarer (ArmaSuisse); Philippe Cudre-Mauroux (University of Fribourg, Switzerland);
Efficient Query Re-optimization with Judicious Subquery Selections
Junyi Zhao (Tsinghua University); Huanchen Zhang (Tsinghua University); Yihan Gao (Tsinghua University);
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning
Xinyi Zhang (Peking University); Zhuo Chang (Peking University); HONG WU (Alibaba); Yang Li (Tencent Inc.); Jia Chen (Peking University); Jian Tan (Alibaba); Feifei Li (Alibaba Group); Bin Cui (Peking University);
WISK: A Workload-aware Learned Index for Spatial Keyword Queries
Yufan Sheng (University of New South Wales); Xin Cao (University of New South Wales); Yixiang Fang (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Kaiqi Zhao (University of Auckland); Jianzhong Qi (The University of Melbourne); Gao Cong (Nanyang Technological Univesity); Wenjie Zhang (University of New South Wales);
DAMR: Dynamic Adjacency Matrix Representation Learning for Multivariate Time Series Imputation
Xiaobin Ren (The University of Auckland); Kaiqi Zhao (University of Auckland); Patricia J Riddle (University of Auckland, New Zealand); Katerina Taskova (The University of Auckland); Qingyi Pan (Tsinghua University); Lianyan Li (University of Auckland);

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SIGMOD 2023: Accepted Research Papers