| Verification-Free Approaches to Efficient Locally Densest Subgraph Discovery |
Tran Ba Trung (Hanoi University of Science and Technology); Lijun Chang (The University of Sydney)*;
Nguyen Tien Long (Hanoi University of Science and Technology); Kai Yao (The University of Sydney); Huynh
Thi Thanh Binh (Hanoi University of Science and Technology) |
| 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) |
| DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads
|
Yuanning Gao (Shanghai Jiao Tong University); Xiuqi Huang (Shanghai Jiao Tong University); Xuanhe Zhou
(Tsinghua); Xiaofeng Gao (Shanghai Jiaotong University)*; Guoliang Li (Tsinghua University); Guihai Chen
(Shanghai Jiao Tong University) |
| Sequential Recommendation with User Causal Behavior Discovery |
Zhenlei Wang (Renmin university of China); Xu Chen (Renmin University of China)*; Rui Zhou (Renmin
University of China); Quanyu Dai (Noah’s Ark Lab, Huawei); Zhenhua Dong (Huawei Noah’s Ark Lab); Ji-Rong
Wen (Renmin University of China) |
| Learning from Noisy Crowd Labels with Logics |
Zhijun Chen (Beihang University)*; Jie Yang (TU Delft); Haoqian He (Beihang University); Hailong Sun
(Beihang University, China); Pengpeng Chen (China’s aviation system engineering research institute) |
| AFaVS: Accurate Yet Fast Version Switching for Graph Processing Systems |
Long Zheng (Huazhong University of Science and Technology)*; xiangyu ye (HUST); Haifeng Liu (Huazhong
University of Science and Technology); Qinggang Wang (Huazhong University of Science and Technology); Yu
Huang (Huazhong University of Science and Technology); Chuangyi Gui (Huazhong University of Science and
Technology); Pengcheng Yao (Huazhong University of Science and Technology); Xiaofei Liao (HUST); Hai Jin
(Huazhong University of Science and Technology); Jingling Xue (University of New South Wales) |
| A Reachability Index for Recursive Label-Concatenated Graph Queries |
Chao Zhang (University of Waterloo)*; Angela Bonifati (Univ. of Lyon); Hugo Kapp (Oracle); Vlad Haprian
(Oracle); Jean-Pierre Lozi (Inria) |
| 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) |
| MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning |
Shangfei Zheng (Soochow University)*; Weiqing Wang (Monash University); JIanfeng Qu (Soochow
University); Hongzhi Yin (The University of Queensland); Wei Chen (Soochow University); Lei Zhao
(Soochow University) |
| 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) |
| 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)) |
| TDB: Breaking All Hop-Constrained Cycles in Billion-Scale Directed Graphs |
You Peng (University of New South Wales)*; Xuemin Lin (University of New South Wales); Michael R Yu
(UNSW); Wenjie Zhang (University of New South Wales); Lu Qin (UTS) |
| 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)* |
| 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) |
| Towards Higher-order Topological Consistency for Unsupervised Network Alignment (Camera Ready) |
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) |
| 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) |
| 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) |
| 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) |
| FLASH: A Framework for Programming Distributed Graph Processing Algorithms |
Xue Li (Alibaba Group)*; Ke Meng (Alibaba Group); Lu Qin (UTS); Longbin Lai (Alibaba Group); Wenyuan Yu
(Alibaba Group); Zhengping Qian (Alibaba Group); Xuemin Lin (Shanghai Jiaotong University); Jingren Zhou
(Alibaba Group) |
| Explainable Hyperlink Prediction: A Hypergraph Edit Distance-Based Approach |
Hongchao Qin (Beijing Institute of Technology); Ronghua Li (Beijing Institute of Technology); Ye Yuan (
Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)*; Yongheng Dai
(Diankeyun Technologies Co. , Ltd.) |
| 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 Univesity); Jieming Shi (The Hong
Kong Polytechnic University) |
| 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) |
| GAMMA: A Graph Pattern Mining Framework for Large Graphs on GPU |
Lin Hu (Peking University); Lei Zou (Peking University)*; Tamer Özsu (University of Waterloo) |
| Scalable Algorithms for Densest Subgraph Discovery |
Wensheng Luo (Hunan University)*; Zhuo Tang (Hunan University); Yixiang Fang (School of Data Science,
The Chinese University of Hong Kong, Shenzhen); Chenhao Ma (The Chinese University of Hong Kong,
Shenzhen); Xu Zhou (Hunan university) |
| 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) |
| 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)* |
| VEND: Vertex Encoding for Edge Nonexistence Determination |
Youhuan Li (Hunan University)*; Hangyu zheng (Hunan University); Lei Zou (Peking University); Xiaosen Li
(Tencent Inc.); li ziming (Hunan University); Pin Xiao (Tencent); Yangyu Tao (Tencent); Zheng Qin (Hunan
University) |
| 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)” |
| 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.) |
| 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)
|
| Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction |
Yufeng Zhang (Soochow University)*; Weiqing Wang (Monash University); Hongzhi Yin (The University of
Queensland); Pengpeng Zhao (Soochow University); Wei Chen (Soochow University); Lei Zhao (Soochow
University) |
| PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement
Learning |
Jianing Zhang (Beijing Institute of Technology); Zhaojing Luo (National University of Singapore);
Quanqing Xu (OceanBase); Meihui Zhang (Beijing Institute of Technology)* |
| 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 (Singapore University of Technology and Design); Xiaoyong Du (Renmin
University of China) |
| Finer-Grained Engagement in Hypergraphs |
Qi Luo (Shandong University)*; Dongxiao Yu (Shandong University); Yu Liu (Shandong University); Yanwei
Zheng (Shandong University); Xiuzhen Cheng (Shandong University); Xuemin Lin (Shanghai Jiao Tong
University) |
| Lightweight-Yet-Efficient: Revitalizing Ball-Tree for Point-to-Hyperplane Nearest Neighbor Search |
Qiang Huang (National University of Singapore)*; Anthony Tung (NUS) |
| 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.)
|
| Data Ambiguity Profiling for the Generation of Training Examples |
Enzo Veltri (Università della Basilicata)*; Gilbert Badaro (EURECOM); Mohammed Saeed (Eurecom); Paolo
Papotti (Eurecom) |
| 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) |
| On Sharding Across Heterogeneous Blockchains |
Yuechen Tao (HKUST)*; Bo Li (Hong Kong University of Science and Technology); Baochun Li (University of
Toronto) |
| 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) |
| 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) |
| When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph
Attention Networks |
Yuchen Fang (Beijing University of Posts and Telecommunications)*; Yanjun Qin (Beijing University of
Posts and Telecommunications); Haiyong Luo (Research Center for Ubiquitous Computing Systems, Institute
of Computing Technology, Chinese Academy of Sciences); Fang Zhao (School of Software Engineering,
Beijing University of Posts and Telecommunications); Bingbing Xu ( Institute of Computing
Technology,University of Chinese Academy of Sciences); Liang Zeng (Tsinghua University); Chenxing Wang
(Beijing University of Posts and Telecommunications) |
| Scaling Blockchain Consensus via a Robust Shared Mempool |
Fangyu Gai (University of British Columbia)*; Jianyu Niu (Southern University of Science and
Technolkogy); Ivan Beschastnikh (University of British Columbia); Chen Feng (University of British
Columbia); Sheng Wang (Alibaba Group) |
| 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) |
| HyTGraph: GPU-Accelerated Graph Processing with Hybrid Transfer Management |
Qiange Wang (National University of Singapore)*; Xin Ai (Northeastern University); Yanfeng Zhang
(Northeastern University); Jing Chen (Northeasten University); Ge Yu (Northeast University) |
| JanusAQP: Efficient Partition Tree Maintenance for Dynamic Approximate Query Processing |
Xi Liang (University of Chicago); Stavros Sintos (University of Illinois Chicago)*; Sanjay Krishnan
(UChicago) |
| Neighborhood Skyline on Graphs: Concepts, Algorithms and Applications |
Qi Zhang (Beijing Institute of Technology)*; Ronghua Li (Beijing Institute of Technology); Hongchao Qin
(Beijing Institute of Technology); Yongheng Dai (Diankeyun Technologies Co. , Ltd.); Ye Yuan ( Beijing
Institute of Technology); Guoren Wang (Beijing Institute of Technology) |
| Discovering Frequency Bursting Patterns in Temporal Graphs |
Qianzhen Zhang (National University of Defense Technology)*; Deke Guo (NUDT); Xiang Zhao (National
University of Defence Technology); Long Yuan (Nanjing University of Science and Technology); Lailong Luo
(National University of Defense Technology) |
| 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) |
| 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) |
| Co-Utilizing SIMD and Scalar to Accelerate the Data Analytics Workloads |
“Zewen Sun (East China Normal University); Zhifang Li (East China Normal University); Chuliang Weng
(East China Normal University)*” |
| 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) |
| 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) |
| 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) |
| Jointly Attacking Graph Neural Network and its Explanations |
“Wenqi FAN (The Hong Kong Polytechnic University)*; Han Xu (Michigan State University); Wei Jin
(Michigan State University); Xiaorui Liu (North Carolina State University); Xianfeng Tang (Amazon);
Suhang Wang (Pennsylvania State University); Qing Li (The Hong Kong Polytechnic University); Jiliang
Tang (Michigan State University); Jianping Wang (City University of Hong Kong); Charu
Aggarwal (IBM)” |
| 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) |
| Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks
|
Carl Yang (Emory University)*; Jiawei Han (UIUC) |
| CLDG: Contrastive Learning on Dynamic Graphs |
Yiming Xu (Xi’an Jiaotong University); Bin Shi (Xi’an jiaotong University)*; Teng Ma (Xi’an Jiaotong
University); Bo Dong (Xi’an Jiaotong University); Haoyi Zhou (Beihang University); Qinghua Zheng (School
of Electronic and Information Engineering, Xi’an Jiaotong University) |
| TSEXPLAIN: Explaining Aggregated Time Series by Surfacing Evolving Contributors
|
Yiru Chen (Columbia University)*; Silu Huang (Microsoft Research) |
| TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems |
Yuanzhe Zhang (Monash University); Shirui Pan (Griffith University); Jiangshan Yu (Monash University)*
|
| Leopard: A Black-Box Approach for Efficiently Verifying Various Isolation Levels |
“Li Keqiang (East China Normal University)*; Siyang Weng (East China Normal University); Peiyuan Liu
(East China Normal University); Lyu Ni (East China Normal University); Chengcheng Yang (KAUST); Rong
Zhang (East China Normal University); Xuan Zhou (East China Normal University); Jianghang Lou (Alibaba);
Gui Huang (Alibaba Inc.); Weining Qian (East China Normal University); Aoying Zhou (East China Normal
University” |
| A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection |
Congxi Xiao (University of Science and Technology of China); Jingbo Zhou (Baidu Inc.)*; Jizhou Huang
(Baidu); Hengshu Zhu (Baidu); Tong Xu (University of Science and Technology of China); Dejing Dou
(Baidu); Hui Xiong (The Hong Kong University of Science and Technology (Guangzhou)) |
| Bayesian Negative Sampling for Recommendation |
Bin Liu (Huazhong University of Science and Technology); Bang Wang (Huazhong University of Science and
Technology (HUST))* |
| Hop-Constrained s-t Simple Path Enumeration on Large Dynamic Graphs |
Jiujing Zhang (Guangzhou University); Shiyu Yang (Guangzhou University)*; Dian Ouyang (Guangzhou
University); Fan Zhang (Guangzhou University); Xuemin Lin (Shanghai Jiao Tong University); Long Yuan
(Nanjing University of Science and Technology) |
| Towards Capacity-Aware Broker Matching: From Recommendation to Assignment |
Shuyue Wei (Beihang University); Yongxin Tong (Beihang University)*; Zimu Zhou (City University of Hong
Kong); Qiaoyang Liu (Beihang University); Lulu Zhang (Beike); Yuxiang Zeng (Hong Kong University of
Science and Technology); Jieping Ye (Beike & University of Michigan) |
| Minimizing the Influence of Misinformation via Vertex Blocking |
Jiadong Xie (University of New South Wales); Fan Zhang (Guangzhou University)*; Kai Wang (Shanghai Jiao
Tong University); Xuemin Lin (University of New South Wales); Wenjie Zhang (University of New South
Wales) |
| Personalized Diversification for Neural Re-ranking in Recommendation |
“Weiwen Liu (Huawei Noah’s Ark Lab)*; Yunjia Xi (Shanghai Jiao Tong University); Jiarui Qin (Shanghai
Jiao Tong University); Xinyi Dai (Shanghai Jiao Tong University); Ruiming Tang (Huawei Noah’s
Ark Lab); Shuai Li (Shanghai Jiao Tong University); Weinan Zhang (Shanghai Jiao Tong University); Rui
Zhang (ruizhang.info)” |
| 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) |
| RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer |
Yuqi Chen (Fudan University); Hanyuan Zhang (Fudan University); Weiwei Sun (” Fudan University,
China”)*; Baihua Zheng (Singapore Management University) |
| Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics
|
Jiawei Jiang (Beihang University)*; Dayan Pan (Beihang University); Houxing Ren (Beihang University);
Xiaohan Jiang (Beihang University); Chao Li (Beihang University); Jingyuan Wang (Beihang University)
|
| Efficiently Answering Quality Constrained Shortest Distance Queries in Large Graphs |
“You Peng (University of New South Wales)*; Zhuo Ma (University of New South Wales); Wenjie Zhang
(University of New South Wales); Xuemin Lin (University of New South Wales); Ying Zhang
(University of Technology Sydney); Xiaoshuang Chen (University of New South Wales)” |
| Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based Framework |
Dingyuan Shi (Beihang University); Nan Zhou (buaa); Yongxin Tong (Beihang University)*; Zimu Zhou (City
University of Hong Kong); Yi Xu (Beihang University); Ke Xu (Beihang University) |
| 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)” |
| 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) |
| 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) |
| SASPAR: Shared Adaptive Stream Partitioning |
Jeyhun Karimov (Huawei)*; Hans-Arno Jacobsen (University of Toronto) |
| The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning
Pipelines |
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) |
| Parallelizing Stream Compression for IoT Applications on Asymmetric Multicores
|
Xianzhi Zeng (SUTD); Shuhao Zhang (Singapore University of Technology and Design)* |
| 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) |
| Group Buying Recommendation Model Based on Multi-task Learning |
Shuoyao Zhai (Fudan University); Baichuan Liu (Fudan University); Deqing Yang (Fudan University)*;
Yanghua Xiao (Fudan University) |
| Uncertainty Quantification for Traffic Forecasting: A Unified Approach |
Weizhu Qian (Aalborg University)*; Dalin Zhang (Aalborg University); Yan Zhao (Aalborg University); Kai
Zheng (University of Electronic Science and Technology of China); James Yu (Southern University of
Science and Technology) |
| Efficient Deep Ensemble Inference via Query Difficulty-dependent 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) |
| Optimizing Graph Partition by Optimal Vertex-Cut: A Holistic Approach |
wenwen qu (East China Norm University)*; weixi zhang (Huawei Technologies Co., Ltd); ji cheng (Huawei
Technologies Co., Ltd); Chaorui Zhang (HUAWEI); wei han (Huawei Technologies Co., Ltd); bo bai (Huawei
Technologies Co., Ltd); Chen Zhang (The Hong Kong Polytechnic University); Liang He (ECNU); Xiaoling
Wang (East China Normal University) |
| TSC-AutoML: Meta-learning for automatic Time Series Classification Algorithm Selection |
TianYu Mu (Harbin Institute of Technology); Hongzhi Wang (Harbin Institute of Technology)*; ShengHe
Zheng (Harbin Institute of Technology); Zhiyu Liang (Harbin Institute of Technology); Chunnan Wang
(HIT); Xinyue Shao (Harbin Institute of Technology); Zheng Liang (Harbin Institute of Technology) |
| 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) |
| 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) |
| Incremental Learning for Multi-Interest Sequential Recommendation |
Zhikai Wang (shanghai jiao tong unversity); Yanyan Shen (Shanghai Jiao Tong University)* |
| Reinforcement Learning Enhanced Weighted Sampling for Accurate Subgraph Counting on Fully Dynamic Graph
Streams |
Kaixin Wang (Nanyang Technological University); Cheng Long (Nanyang Technological University)*; Da Yan
(University of Alabama at Birmingham); Jie Zhang (Nanyang Technological University); H. V. Jagadish
(University of Michigan) |
| Redesigning High-Performance LSM-based Key-Value Stores with Persistent CPU Caches
|
yijie zhong (xiamen university); Zhirong Shen (Xiamen University)*; Zixiang Yu (Xiamen University); Jiwu
Shu (shujw@tsinghua.edu.cn) |
| Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation
|
Haolun Wu (McGill University)*; Yingxue Zhang (Huawei Noah’s Ark Lab); Chen Ma (City University of Hong
Kong); Wei Guo (Huawei Noah’s Ark Lab); Ruiming Tang (Huawei Noah’s Ark Lab); Xue Liu (McGill
University); Mark Coates (McGill University) |
| DBCatcher: A Cloud Database Online Anomaly Detection System based on Indicator Correlation |
Guangyu Zhang (Huazhong University of Science and Technology)*; Chunhua Li (Huazhong University of
Science and Technology); Ke Zhou (Huazhong University of Science and Technology); Li Liu (Huazhong
University of Science and Technology); Ce Zhang (ETH); Wancheng Chen (Huazhong University of Science and
Technology); Haotian Fang (Huazhong University of Science and Technology); Bin Cheng (Tencent); Jie Yang
(tencent); Jiashu Xing (tencent) |
| Non-Blocking Raft for High Throughput IoT Data |
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) |
| 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) |
| Towards Explainable Table Interpretation Using Multi-view Explanations |
Yunjun Gao (Zhejiang University)*; Pengfei Wang (Zhejiang University); Xiaocan Zeng (Zhejiang
University); Lu Chen (Zhejiang University); Yuren Mao (Zhejiang University); Ziheng Wei (Huawei
Technologies Co., Ltd.); Miao Li (Huawei) |
| 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) |
| 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 univers.); Mingjun Chen (Renmin University of China); Bingsheng He (National University of
Singapore); Xiaoyong Du (Renmin University of China) |
| 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) |
| Relational Message Passing for Fully Inductive Knowledge Graph Completion |
Yuxia Geng (Zhejiang University)*; Jiaoyan Chen (The University of Manchester); Jeff Z. Pan (The
University of Edinburgh); Mingyang Chen (Zhejiang University); Song Jiang (Huawei Technologies Co.,
Ltd); Wen Zhang (Zhejiang University); Huajun Chen (Zhejiang University) |
| Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd |
Haodi Zhang (Shenzhen University)*; Wenxi Huang (Shenzhen University); Zhenhan Su (Shenzhen University);
Junyang Chen (Shenzhen Univeristy); 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) |
| Layer-refined Graph Convolutional Networks for Recommendation |
Xin Zhou (Nanyang Technological University)*; Donghui Lin (Okayama University); Yong Liu (Nanyang
Technological University); Chunyan Miao (NTU) |
| A Generic Reinforced Explainable Framework with Knowledge Graph for Session-based Recommendation
|
Huizi Wu (Shanghai University of Finance and Economics); Hui Fang (Shanghai University of Finance and
Economics)*; Zhu Sun (A*STAR); Cong Geng (Shanghai University of Finance and Economics); Xinyu Kong (Ant
Group); Yew Soon Ong (Nanyang Technological University, Nanyang View, Singapore) |
| Efficiently Sampling and Estimating Hypergraphs By Hybrid Random Walk |
Lingling Zhang (Beijing Institute of Technology)*; Zhiwei Zhang (Beijing Institute of Technology);
Guoren Wang (Beijing Institute of Technology); Ye Yuan ( Beijing Institute of Technology) |
| Stable Tuple Embeddings for Dynamic Databases |
Jan M Tönshoff (RWTH Aachen University)*; Neta Friedman (Technion); Martin Grohe (RWTH Aachen
University); Benny Kimelfeld (Technion) |
| 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) |
| Efficient Maximum Signed Biclique Identification |
Renjie Sun (East China Normal University)*; Chen Chen (University of Wollongong); Xiaoyang Wang
(University of New South Wales); Wenjie Zhang (University of New South Wales); Ying Zhang (University of
Technology Sydney); Xuemin Lin (University of New South Wales) |
| ACEing the Bufferpool Management Paradigm for Modern Storage Devices |
Tarikul Islam Papon (Boston University)*; Manos Athanassoulis (Boston University) |
| ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune 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) |
| Pricing Prediction Services for Profit Maximization with Incomplete Information |
Huanhuan Peng (Zhejiang University); Xiaoye Miao (Zhejiang University)*; Lu Chen (Zhejiang University);
Yunjun Gao (Zhejiang University); Jianwei Yin (Zhejiang University) |
| EEPH: An Efficient Extendible Perfect Hashing for Hybrid PMem-DRAM |
“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)” |
| Marshalling Model Inference In Video Streams |
Daren Chao (University of Toronto); Nick Koudas (University of Toronto)*; Xiaohui Yu (York University)
|
| IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity |
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) |
| 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) |
| Efficient Cross Dynamic Task Assignment in Spatial Crowdsourcing |
Tianyue Ren (Hunan University)*; Xu Zhou (Hunan university); Kenli Li (Hunan University); Yunjun Gao
(Zhejiang University); Ji Zhang (Zhejiang Lab); Keqin Li (State University of New York) |
| 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) |
| Most Probable Densest Subgraphs |
Arkaprava Saha (Nanyang Technological University)*; Xiangyu Ke (Zhejiang University, China); Arijit Khan
(Aalborg University); Cheng Long (Nanyang Technological University) |
| A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific Datasets |
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) |
| Indexing for Near-Sorted Data |
Aneesh Raman (Boston University)*; Subhadeep Sarkar (Boston University); Matthaios Olma (Microsoft
Research); Manos Athanassoulis (Boston University) |
| Probabilistic Majority Rule-Based Group Recommendation |
Karim Benouaret (Univ Lyon, Université Claude Bernard Lyon 1, CNRS, LIRIS)*; Kian-Lee Tan (National
University of Singapore) |
| Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation
|
Runhui Wang (Rutgers University); Yuliang Li (Megagon Labs)*; Jin Wang (Megagon Labs) |
| 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) |
| 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) |
| 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) |
| 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)” |
| 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) |
| 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) |
| Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting
|
Shengnan Guo (Beijing Jiaotong University)*; Youfang Lin (Beijing Jiaotong University); Letian Gong
(Beijing Jiaotong University); Chenyu Wang (Beijing Jiaotong University); Zeyu Zhou (Beijing Jiaotong
University); Zekai Shen (Beijing Jiaotong University); YiHeng Huang (Beijing Jiaotong University);
Huaiyu Wan (Beijing Jiaotong University) |
| 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)* |
| Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution |
Yan Li (Zhejiang university); Xinjiang Lu (Baidu Inc.)*; Haoyi Xiong (Baidu Research); Tang jian
(Department of Energy and Power Engineering, Tsinghua University, Beijing); su jiantao (China Longyuan
Power Group Corporation Limited); Bo Jin (Dalian University of Technology); Dejing Dou (Baidu) |
| Toward Efficient Automated Feature Engineering (Camera Ready Submission) |
Kafeng Wang (UCAS, SIAT CAS & UM)*; Pengyang Wang (University of Macau); Cheng-Zhong Xu (University of
Macau) |
| 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) |
| Top-r keyword-based community search in attributed graphs |
Junhao Ye (Wuhan University); Yuanyuan Zhu (Wuhan University)*; Lu Chen (Zhejiang University) |
| Fairness-aware Maximal Biclique Enumeration on Bipartite Graphs |
Ziqi Yin (Nanyang Technological University); Qi Zhang (Beijing Institute of Technology); Wentao Zhang
(Peking University); Ronghua Li (Beijing Institute of Technology)*; Guoren Wang (Beijing Institute of
Technology) |
| Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks |
Bolong Zheng (Huazhong University of Science and Technology)*; Yong Ma (Huazhong University of Science
and Technology); Jingyi Wan (Huazhong University of Science and Technology); yongyong gao (Huazhong
University of Science and Technology); Kai Huang (HKUST); Xiaofang Zhou (The Hong Kong University of
Science and Technology); Christian S Jensen (Aalborg University) |
| Toward a Unified Framework for Unsupervised Complex Tabular Reasoning |
zhenyu li (Tsinghua University)*; Xiuxing Li (Institute of Computing Technology, Chinese Academy of
Sciences(ICT/CAS)); ZhiChao Duan (Tsinghua university); Bowen Dong (Tsinghua University); Ning LIU
(Shandong University); Jianyong Wang (Tsinghua University) |
| 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) |
| Online Pricing Strategy Achieving Vanishing Regret for Shipping Container Pricing with Limited Inventory
|
Yucen Gao (Shanghai Jiao Tong University); Xikai Wei (Shanghai Jiao Tong University); Xi Jing (Shanghai
Jiao Tong University); Yangguang Shi (Shandong University); Xiaofeng Gao (Shanghai Jiaotong
University)*; Guihai Chen (Shanghai Jiao Tong University) |
| Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning
|
Yukun Cao (USTC)*; Xike Xie (University of Science and Technology of China); Kexin Huang (USTC) |
| Complete Join Reordering for Null-Intolerant Joins |
TaiNing Wang (National University of Singapore)*; Yunpeng Niu (miHoYo Inc.); Chee-Yong Chan (National
University of Singapore) |
| Demystifying Bitcoin Address Behavior via Graph Neural Networks |
Zhengjie Huang (Zhejiang University)*; Yunyang Huang (UESTC); Peng Qian (Zhejiang University); Jianhai
Chen (Zhejiang University); Qinming He (Zhejiang University) |
| RETIA: Relation-Entity Twin-Interact Aggregation for Temporal Knowledge Graph Extrapolation
|
Kangzheng Liu (Huazhong University of Science and Technology); Feng Zhao (Huazhong University of Science
and Technology)*; Guandong Xu (University of Technology Sydney, Australia); Xianzhi Wang (University of
Technology Sydney); Hai Jin (Huazhong University of Science and Technology) |
| 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)
|
| 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)” |
| Finding Best Tuple via Error-prone User Interaction |
QIXU CHEN (HKUST); Raymond Chi-Wing Wong (Hong Kong University of Science and Technology)* |
| 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) |
| A Stitch in Time Saves Nine: Enabling Early Anomaly Detection with Correlation Analysis |
Yihao Ang (National University of Singapore); Qiang Huang (National University of Singapore)*; Anthony
Tung (NUS); Zhiyong Huang (NUS School of Computing) |
| On Explaining Confounding Bias |
Brit Youngmann (MIT)*; Michael Cafarella (MIT CSAIL); Yuval Moskovitch (University of Michigan); Babak
Salimi (University of California at San Diego) |
| Visualization Recommendation Through Visual Relation Learning and Visual Preference Learning |
Daomin Ji (RMIT); Hui Luo (RMIT University); Zhifeng Bao (RMIT University)* |
| 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) |
| Matrix Factorization with Landmarks for Spatial Data |
Chenguang Fang (Tsinghua University); Yinan Mei (Tsinghua University); Shaoxu Song (Tsinghua
University)* |
| SChain: Scalable Concurrency over Flexible Permissioned Blockchain |
“Xiaodong Qi (East China Normal University); Zhihao Chen (East China Normal University); Haizhen Zhuo
(Ant Group); Quanqing Xu (OceanBase); Chengyu Zhu (East China Normal University); Zhao Zhang (East China
Normal University)*; Cheqing Jin (East China Normal University); Aoying Zhou (East China Normal
University); Ying Yan (Ant Group); Hui Zhang (Ant Group)” |
| Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices
|
Qiying Pan (Shanghai Jiao Tong University); Yifei Zhu (Shanghai Jiao Tong University)*; Lingyang Chu
(McMaster University) |
| PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation |
Mingzhe Liu (Beihang University)*; Han Huang (Beihang University); Hao Feng (BUAA); Leilei Sun (Beihang
Univerisity); Bowen Du (Beihang Univeristy); Yanjie Fu (University of Central Florida) |
| 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) |
| 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) |
| Parallel Filtered Graphs for Hierarchical Clustering |
Shangdi Yu (Massachusetts Institute of Technology)*; Julian Shun (MIT) |
| 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) |
| 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) |
| 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) |
| HistSketch: A Compact Data Structure for Accurate Per-Key Distribution Monitoring
|
Jintao He (Peking University)*; Jiaqi Zhu (Peking University); Qun Huang (Peking University) |
| SketchConf: A Framework for Automatic Sketch Configuration |
Ruijie Miao (Peking University)*; Fenghao Dong (Peking University); Yikai Zhao (Peking University);
Yiming Zhao (Peking University); Yuhan Wu (Peking University); Kaicheng Yang (Peking University); Tong
Yang (Peking University); Bin Cui (Peking University) |
| 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) |
| These Rows Are Made for Sorting and That’s Just What We’ll Do |
Laurens Kuiper (CWI)*; Hannes Mühleisen (Centrum Wiskunde & Informatica) |
| HGMatch: A Match-by-Hyperedge Framework for Efficient and Parallel Subhypergraph Matching |
Zhengyi Yang (University of New South Wales)*; Wenjie Zhang (University of New South Wales); Xuemin Lin
(Antai College of Economics & Management, Shanghai Jiao Tong University); Ying Zhang (University of
Technology Sydney); Shunyang Li (University of New South Wales) |
| Double Hierarchical Labeling Shortest Distance Querying in Time-dependent Road Networks |
Tangpeng Dan (School of Information, Renmin University of China)*; Xiao Pan (Shijiazhuang Tiedao
University); Bolong Zheng (Huazhong University of Science and Technology); Xiaofeng Meng (Renmin
University of China) |
| Wind-Bell Index: Towards Ultra-Fast Relational Query for Graph Databases |
Rui Qiu (Peking University)*; Yi Ming (Peking University); Yisen Hong (Peking University); Haoyu Li
(Peking University); Tong Yang (Peking University) |
| FASI: FPGA-friendly Subgraph Isomorphism on Massive Graphs |
Xunbin Su (Peking University); Yinnian Lin (Peking University); Lei Zou (Peking University)* |
| Distribution-Regularized Federated Learning on Non-IID Data |
Yansheng Wang (Beihang University); Yongxin Tong (Beihang University)*; Zimu Zhou (City University of
Hong Kong); Ruisheng Zhang (Beihang University); Sinno Pan (The Chinese University of Hong Kong); Lixin
Fan (WeBank); Qiang Yang (Hong Kong UST) |
| A Bayesian Graph Neural Network for EEG Classification — A Win-Win on Performance and Interpretability
|
Xiaojun Ning (Beijing Jiaotong University); Jing Wang (Beijing Jiaotong University)*; Wangjun Shi
(Beijing Jiaotong University); Youfang Lin (Beijing Jiaotong University) |
| 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) |
| Neural Node Matching for Multi-Target Cross Domain Recommendation |
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) |
| Detection of Groups With Biased Representation in Ranking |
Yuval Moskovitch (Ben Gurion University)*; Jinyang Li (University of Michigan); H. V. Jagadish
(University of Michigan) |
| 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) |
| 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) |
| 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 (Universiity of Science and Technology of China);
Weining Qian (East China Normal University) |
| IFCA: Index-Free Community-Aware Reachability Processing Over Large Dynamic Graphs
|
Yue Pang (Peking University)*; Lei Zou (Peking University); Yu Liu (Peking University) |
| Data Imputation for Sparse Radio Maps in Indoor Positioning |
Xiao Li (Roskilde University)*; Huan Li (Aalborg University); Harry Kai-Ho Chan (The University of
Sheffield); Hua Lu (Roskilde University); Christian S Jensen (Aalborg University) |
| Mining Seasonal Temporal Patterns in Time Series |
Van Long Ho (Aalborg University)*; Nguyen Ho (Aalborg University); Torben Bach Pedersen (Aalborg
University) |
| Extracting Graphs Properties with Semantic Joins |
Yang Cao (University of Edinburgh)*; Wenfei Fan (Univ. of Edinburgh ); Wenzhi Fu (University of
Edinburgh); Ruochun Jin (National University of Defense Technology); Weijie Ou (Shenzhen Institute of
Computing Sciences); Wenliang Yi (Shenzhen Institute of Computing Sciences) |
| 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)” |
| Enhancing Decentralized Federated Learning for Non-IID Data on Heterogenous Devices |
Min Chen (University of Science and Technology of China); Yang Xu (University of Science and Technology
of China)*; Hongli Xu (University of Science and Technology of China); Liusheng Huang (University of
Science and Technology of China) |
| Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting |
Yusheng Zhao (Peking University)*; Xiao Luo (UCLA); Wei Ju (Peking University); Chong Chen (Peking
University); Xian-Sheng Hua (Terminus Group); Ming Zhang (Peking University) |
| Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction Protocol
|
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) |
| Disentangled Graph Social Recommendation |
Lianghao Xia (University of Hong Kong); Yizhen Shao (South China University of Technology); Chao Huang
(University of Hong Kong)*; Yong Xu (South China University of Technology); Huance Xu (South China
University of Technology); Jian Pei (Simon Fraser University) |
| A Holistic Approach for Answering Logical Queries on Knowledge Graphs |
Yuhan Wu (East China Normal University); Yuanyuan Xu (Zhejiang Lab; University of New South Wales)*;
Xuemin Lin (University of New South Wales); Wenjie Zhang (University of New South Wales) |
| 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) |
| SK-Gradient: Efficient Communication for Distributed Machine Learning with Data Sketch |
Jie Gui (Peking University)*; Yuchen Song (Peking University); Zezhou Wang (Peking University); Chenhong
He (Peking University); Qun Huang (Peking University) |
| A Lightweight Framework for Fast Trajectory Simplification |
Ziquan Fang (Zhejiang University); Changhao He (Zhejiang University); Lu Chen (Zhejiang University);
Danlei Hu (Zhejiang University); qichen sun (zhejiang university); linsen li (zju); Yunjun Gao (Zhejiang
University)* |
| 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) |
| Finding Top-k Important Edges on Bipartite Graphs: Ego-betweenness Centrality-based Approaches |
Tongfeng Weng (Hunan University)*; Xu Zhou (Hunan university); Yixiang Fang (School of Data Science, The
Chinese University of Hong Kong, Shenzhen); Kian-Lee Tan (National University of Singapore); Kenli Li
(Hunan University) |
| LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map-matching |
Weijie Shi (Soochow University)*; Jiajie Xu (Soochow University); Junhua Fang (Soochow University);
Pingfu Chao (Soochow University); An Liu (Soochow University); Xiaofang Zhou (The Hong Kong University
of Science and Technology) |
| 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) |
| 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) |
| VC-dimension and Rademacher Averages of Subgraphs, with Applications to Graph Mining |
Paolo Pellizzoni (ETH Zürich); Fabio Vandin (University of Padova)* |
| COCLEP: Contrastive Learning-based Semi-Supervised Community Search |
Ling Li (Northeastern University)*; Siqiang Luo (Nanyang Technological University); Yuhai Zhao
(Northeastern University); Caihua Shan (microsoft); Zhengkui Wang (Singapore Institute of Technology);
Lu Qin (UTS) |
| Selecting Sub-tables for Data Exploration |
Yael Amsterdamer (Bar-Ilan university)*; Susan B Davidson (University of Pennsylvania); Tova Milo (Tel
Aviv University); Kathy Razmadze (Tel Aviv University); Amit Somech (Bar-Ilan University) |
| 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) |
| Global Routing Optimization In Road Networks |
Yehong Xu (Hongkong 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) |
| 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) |
| Fast Unsupervised Graph Embedding via Graph Zoom Learning |
Ziyang Liu (Tsinghua University); Chaokun Wang (Tsinghua University)*; Yunkai Lou (Tsinghua University);
Hao Feng (Tsinghua University) |
| Unsupervised Graph Outlier Detection: Problem Revisit, New Insight, and Superior Method |
Yihong Huang (East China Normal University); Liping Wang (ECNU)*; Fan Zhang (Guangzhou University);
Xuemin Lin (University of New South Wales) |
| Towards Efficient Shortest Path Counting on Billion-Scale Graphs |
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) |
| UADB: Unsupervised Anomaly Detection Booster |
Hangting Ye (Jilin University)*; Zhining Liu (University of Illinois Urbana-Champaign); Xinyi Shen
(Renmin University of China); Cao Wei (Miscrosoft); Shun Zheng (Microsoft Research Asia); Xiaofan Gui
(Microsoft); Huishuai Zhang (Microsoft); Yi Chang (Jilin University); Jiang Bian (Microsoft Research)
|
| Integrating Connection Search in Graph Queries |
Angelos Christos Anadiotis (Oracle); Ioana Manolescu (INRIA and Institut Polytechnique de Paris);
Madhulika Mohanty (Inria Saclay)* |
| 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) |
| 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) |
| 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) |
| PrivNUD: Effective Range Query Processing under Local Differential Privacy |
Ning Wang (Ocean University of China)*; Yaohua Wang (Ocean University of China); Zhigang Wang (Ocean
University of China); Jie Nie (Ocean University of China); Zhiqiang Wei (Ocean University of China);
Peng Tang (Shandong University); Yu Gu (Northeastern University); Ge Yu (Northeast University) |
| Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation |
xinyu du (Soochow University); Huanhuan Yuan (Soochow University); Pengpeng Zhao (Soochow University)*;
Junhua Fang (Soochow University); Guanfeng Liu (Macquarie University); Yanchi Liu (Rutgers University);
Victor S. Sheng (Texas Tech University); Xiaofang Zhou (The Hong Kong University of Science and
Technology) |
| Skyline Micro-Cluster Query: A Novel and Practical Spatial Query |
Jing Lu (Northeastern University); Yuhai Zhao (Northeastern University)*; Zhengkui Wang (Singapore
Institute of Technology); Guoren Wang (Beijing Institute of Technology) |
| Index-Based Biclique Percolation Communities Search on Bipartite graphs |
Yiwei Zhao (East Normal China University); Zi Chen (East China Normal University)*; Long Yuan (Nanjing
University of Science and Technology); Xuemin Lin (University of New South Wales); Kai Wang (Shanghai
Jiao Tong University) |
| Semi-supervised Learning with Network Embedding on Ambient RF Signals for Geofencing Services |
“Weipeng Zhuo (The Hong Kong University of Science and Technology)*; Ka Ho CHIU (HKUST); Jierun Chen
(The Hong Kong University of Science and Technology); Jiajie Tan (The Hong Kong University of Science
and Technology); Edmund Sumpena (Westview High School); S.-H. Gary
Chan (The Hong Kong University of Science and Technology); Sangtae Ha (University of Colorado Boulder);
Chul-Ho Lee (Texas State University)” |
| 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)* |
| Dynamic Private Task Assignment under Differential Privacy |
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) |
| Couper: Memory-Efficient Cardinality Estimation under Unbalanced Distribution |
xun song (NanJing University)*; Jiaqi Zheng (Nanjing University); Hao Qian (Nanjing University); Shiju
Zhao (Nanjing University); hongxuan Zhang (NanJing University); xuntao Pan (NanJing University); Guihai
Chen (Nanjing University) |
| Layph: Making Change Propagation Constraint in Incremental Graph Processing by Layering Graph |
Song Yu (NorthEastern University); Shufeng Gong (NorthEastern University)*; Yanfeng Zhang (Northeastern
University); Wenyuan Yu (Alibaba Group); Qiang Yin (Shanghai Jiao Tong University); Chao Tian (Chinese
Academy of Sciences); Qian Tao (Alibaba Group); Yongze Yan (Northeastern University); Ge Yu (Northeast
University); Jingren Zhou (Alibaba Group) |
| Metam: Goal-Oriented Data Discovery |
Sainyam Galhotra (University of Chicago)*; Yue Gong (The University of Chicago); Raul Castro Fernandez
(The University of Chicago) |
| 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) |
| AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network |
Guanghui Zhu (Nanjing University)*; zhu zhennan (Nanjing University); Wenjie Wang (Nanjing University);
Zhuoer Xu (Nanjing University); Chunfeng Yuan (Nanjing University); Yihua Huang (Nanjing University)
|
| Multimodal Biological Knowledge Graph Completion via Triple Co-attention Mechanism
|
Derong Xu (University of Science and Technology of China); jingbo zhou (Baidu Research)*; Tong Xu
(University of Science and Technology of China); yuan xia (baidu); Ji Liu (Baidu Research); Enhong Chen
(University of Science and Technology of China); Dejing Dou (Baidu) |
| 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)* |
| 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) |
| SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs |
Xiao Qin (AWS AI/ML)*; Nasrullah Sheikh (IBM); Chuan Lei (Amazon Web Services); Berthold Reinwald (IBM
Research-Almaden); Giacomo Domeniconi (U.S. Bank) |
| Database Deadlock Diagnosis for Large-scale ORM-based Web Applications |
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) |
| 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); 王 天振 (Alibaba Cloud); Yanbei Pang (Alibaba Cloud); Sheng Wang (Alibaba Group); Feifei Li
(Alibaba Group) |
| 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)
|
| Fed-SC: One-Shot Federated Subspace Clustering over High-Dimensional Data |
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) |
| 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) |
| 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 Singapore); Egemen Tanin (University of Melbourne) |
