UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling. Xingyu Yao (BUPT); Yingxia Shao (BUPT)*; Bin Cui (Peking University); Lei Chen (HKUST)
A Fully Dynamic Algorithm for k-Regret Minimizing Sets. Yanhao Wang (University of Helsinki)*; Yuchen Li (Singapore Management University); Raymond Chi-Wing Wong (Hong Kong University of Science and Technology); Kian-Lee Tan (National University of Singapore)
NewsLink: Empowering Intuitive News Search with Knowledge Graphs. Yueji Yang (National University of Singapore)*; Yuchen Li (Singapore Management University); Anthony Tung (NUS)
EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction. Bo Hui (Auburn University)*; Haiquan Chen (California State University, Sacramento); Da Yan (University of Alabama at Birmingham); Wei-Shinn Ku (Auburn University)
Data-Driven Fairness-Aware Vehicle Displacement for Large-Scale Electric Taxi Fleets. Guang Wang (Rutgers University)*; Shuxin Zhong (Rutgers University); Shuai Wang (Southeast University); Fei Miao (University of Connecticut); Zheng Dong (Wayne State University); Desheng Zhang (Rutgers University)
Towards Efficient Motif-based Graph Partitioning: An Adaptive Sampling Approach. Shixun Huang (RMIT)*; Yuchen Li (Singapore Management University); Zhifeng Bao (RMIT University); Zhao Li (Alibaba Group)
Efficient Federated-Learning Model Debugging. Anran Li (University of Science and Technology of China); Lan Zhang (University of Science and Technology of China)*; Xiangyang Li (University of Science and Technology of China); Junhao Wang (University of Science and Technology of China); Juntao Tan (University of Science and Technology of China); Nikolaos Freris (University of Science and Technology of China); Feng Han (University of Science and Technology of China); Yaxuan Qin (University of Science and Technology of China)
Efficient and Effective Community Search on Large-scale Bipartite Graphs. Kai Wang (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); Lu Qin (UTS); Yuting Zhang (University of New South Wales)
Efficient Community Search with Size Constraint. BOGE LIU (University of New South Wales); Fan Zhang (Guangzhou University)*; Wenjie Zhang (University of New South Wales); Xuemin Lin (University of New South Wales); Ying Zhang (University of Technology Sydney)
HST+: An Efficient Index for Embedding Arbitrary Metric Spaces. Yuxiang Zeng (Hong Kong University of Science and Technology)*; Yongxin Tong (Beihang University); Lei Chen (Hong Kong University of Science and Technology)
Fast Similarity Computation for t-SNE. Yasuhiro Fujiwara (NTT Communication Science Laboratories)*; Yasutoshi Ida (NTT Software Innovation Center); Sekitoshi Kanai (NTT Software Innovation Center); Atsutoshi Kumagai (NTT Software Innovation Center); Naonori Ueda (NTT Communication Science Labs.)
Modeling Citywide Crowd Flows using Attentive Convolutional LSTM. Chi Harold Liu (Beijing Institute of Technology)*; Chengzhe Piao (Beijing Institute of Technology. ); Xiaoxin Ma (Beijing Institute of Technology. ); Ye Yuan ( Beijing Institute of Technology); Jian Tang (Syracuse University); Guoren Wang (Beijing Institute of Technology); Kin K. Leung (Imperial College)
A Framework to Quantify Approximate Simulation on Graph Data. Xiaoshuang Chen (University of New South Wales); Longbin Lai (Alibaba Corporation); Lu Qin (UTS); Xuemin Lin (University of New South Wales)*; BOGE LIU (University of New South Wales)
Differentially Private Publication of Multi-Party Sequential Data. Peng Tang (Shandong University)*; Rui Chen (Samsung Research America); Sen Su (Beijing University of Posts and Telecommunications); Shanqing GUO (Shandong University); Lei Ju (Shandong University); Gaoyuan Liu (Shandong University)
On Disambiguating Authors: Collaboration Network Reconstruction in a Bottom-up Manner. Na Li (East China Normal University)*; Renyu Zhu (East China Normal University); Xiaoxu Zhou (East China Normal University); Xiangnan He (University of Science and Technology of China); Ming Gao (East China Normal University); Aoying Zhou (East China Normal University. )
Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding. Shimin Di (The Hong Kong University of Science and Technology)*; Quanming Yao (4th Paradigm); Yongqi Zhang (4Paradigm Inc.); Lei Chen (Hong Kong University of Science and Technology)
Constrained Route Planning over Large Multi-Modal Time-Dependent Networks. Yishu Wang (School of Computer Science and Engineering of Northeastern University)*; Ye Yuan (Beijing Institute of Technology); Hao Wang (KAUST); Xiangmin Zhou (RMIT University); Congcong Mu (Northeastern University); Guoren Wang (Beijing Institute of Technology)
Secure Dynamic Skyline Queries Using Result Materialization. Sepanta Zeighami (University of Southern California)*; Gabriel Ghinita (Univ. of Massachusetts Boston); Cyrus Shahabi (Computer Science Department. University of Southern California)
LineageBA: A Fast, Exact and Scalable Graph Generation for the Barabasi-Albert Model. Himchan Park (KAIST); Min-Soo Kim (KAIST)*
Multi-Facet Recommender Networks with Spherical Optimization. Yanchao Tan (Zhejiang University)*; Carl Yang (Emory University); Xiangyu Wei (Zhejiang University); Yun Ma (Zhejiang University); Xiaolin Zheng (Zhejiang University)
DyCuckoo: Dynamic Hash Tables on GPUs. Yuchen Li (Singapore Management University)*; Qiwei Zhu (Zhejiang University); Zheng Lyu (Alibaba Group); Zhongdong Huang (Zhejiang University); Jianling Sun (Zhejiang University)
PEFP: Efficient k-hop Constrained s-t Simple Path Enumeration on FPGA. Zhengmin Lai (East China Normal University)*; You Peng (University of New South Wales); Shiyu Yang (Guangzhou University); Xuemin Lin (University of New South Wales); Wenjie Zhang (University of New South Wales)
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. Pan Zhou (University of Electronic Science and Technology of China); Qian Lin (ByteDance); Dumitrel Loghin (National University of Singapore); Beng Chin Ooi (NUS)*; Yuncheng Wu (National University of Singapore); Hongfang Yu (University of Electronic Science and Technology of China)
EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting. Razvan G Cirstea (Aalborg University)*; Tung Kieu (Aalborg University); Chenjuan Guo (Aalborg University); Bin Yang (Aalborg University); Sinno Pan (NTU, Singapore)
Eclipse: Generalizing kNN and Skyline. Jinfei Liu (Emory University/Georgia Institute of Technology)*; Li Xiong (Emory University); Jian Pei (Simon Fraser University); Jun Luo (CAS); Qiuchen Zhang (Emory University)
Memory-Efficient Key/Foreign-Key Join Size Estimation via Multiplicity and Intersection Size. Magnus Mueller (University of Mannheim)*; Daniel Flachs (University of Mannheim); Guido Moerkotte (University of Mannheim)
Attacking Black-box Recommendations via Copying Cross-domain User Profiles. Wenqi FAN (The Hong Kong Polytechnic University)*; Tyler Derr (Michigan State University); Xiangyu Zhao (Michigan State University); Yao Ma (Michigan State University); Hui Liu (Michigan State University); Jianping Wang (City University of Hong Kong); Jiliang Tang (Michigan State University); Qing Li (The Hong Kong Polytechnic University. )
On Efficient and Scalable Time-continuous Spatial Crowdsourcing. Ting Wang (USTC); Xike Xie (University of Science and Technology of China)*; Xin Cao (University of New South Wales); Torben Bach Pedersen (Aalborg University); Yang Wang (University of Science and Technology of China); Mingjun Xiao (University of Science and Technology of China)
Programming an SSD Controller to Support Batched Writes for Variable-Size Pages. Jaeyoung Do (Microsoft Research)*; Chen Luo (Snowflake Inc.); David B Lomet (Microsoft Research)
An Effective Joint Prediction Model for Travel Demands and Traffic Flows. Haitao Yuan (Tsinghua University); Guoliang Li (Tsinghua University)*; Zhifeng Bao (RMIT University); Ling Feng (Tsinghua university)
Authenticated Keyword Search in Scalable Hybrid-Storage Blockchains. Ce Zhang (Hong Kong Baptist University); Cheng Xu (Hong Kong Baptist University); Haixin Wang (HKBU); Jianliang Xu (Hong Kong Baptist University)*; Byron Choi (Hong Kong Baptist University)
Scalable Model-Based Management of Correlated Dimensional Time Series in ModelarDB+. Søren Kejser Jensen (Aalborg University)*; Torben Bach Pedersen (Aalborg University); Christian Thomsen (Aalborg University)
TS-Benchmark: A Benchmark for Time Series Databases. Yuanzhe Hao (Renmin University of China); Xiongpai Qin (Renmin University of China); Yueguo Chen (Renmin University of China)*; Yaru Li (Renmin University of China); Xiaoguang Sun (Renmin University of China); Xiaoyong Du (Renmin University of China)
Learning to Characterize Matching Experts. Roee Shraga (Technion – Israel Institute of Technology)*; Ofra Amir (Technion); Avigdor Gal (Technion — Israel Institute of Technology)
NestGPU: Nested Query Processing on GPU. Sofoklis Floratos (The Ohio State University)*; Mengbai Xiao (Shandong University); Hao Wang (the Ohio State University); Yuan Yuan (Google); Chengxin Guo (Renmin University of China); Rubao Lee (The Ohio State University); Xiaodong Zhang (Ohio State U.)
Rebuilding City-Wide Traffic Origin Destination from Road Speed Data. Guanjie Zheng (Shanghai Jiao Tong University)*; Chang Liu (Shanghai Jiao Tong University); Hua Wei (Penn State University); Chacha Chen (Pennsylvania State University); Zhenhui (Jessie) Li (Penn State University)
End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data. Leonardo Gazzarri (University of Stuttgart)*; Melanie Herschel (Universität Stuttgart)
Multidimensional Adaptive & Progressive Indexes. Matheus A Nerone (CWI)*; Pedro Holanda (CWI); Eduardo Cunha de Almeida (UFPR); Stefan Manegold (CWI)
CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks. Peng Li (GATECH)*; Xi Rao (ETH); Jeffinifer Blase (GATECH); Yue Zhang (GATECH); Xu Chu (GATECH); Ce Zhang (ETH)
Rapid Approximate Aggregation with Distribution-Sensitive Interval Guarantees. Stephen Macke (University of Illinois at Urbana-Champaign)*; Aditya Parameswaran (University of California, Berkeley); Maryam Aliakbarpour (MIT); Ronitt Rubinfeld (MIT, TAU); Ilias Diakonikolas (University of Wisconsin-Madison)
Predict and Write: Using K-Means Clustering to Extend the Lifetime of NVM Storage. Saeed Kargar (UCSC)*; Heiner Litz (UC Santa Cruz ); Faisal Nawab (UC Santa Cruz)
Property Graph Schema Optimization for Domain-Specific Knowledge Graphs. Rana Alotaibi (University of California, San Diego); Chuan Lei (IBM Research – Almaden)*; Abdul H Quamar (IBM Research Almaden); Vasilis Efthymiou (FORTH-ICS); Fatma Ozcan (Google)
DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition. Keyu Yang (Zhejiang University); Yunjun Gao (Zhejiang University)*; Yifeng Shen (Zhejiang University); Baihua Zheng (Singapore Management University); Lu Chen (Zhejiang University)
Efficient Construction of Nonlinear Models Over Normalized Data. Zhaoyue Cheng (University of Toronto); Nick Koudas (University of Toronto); Zhe Zhang (York University)*; Xiaohui Yu (York University)
Approximate Order Dependency Discovery. Yifeng Jin (Fudan University); Zijing Tan (Fudan University)*; Weijun Zeng (Fudan University); Shuai Ma (Beihang University)
Search to aggregate neighborhood for graph neural network. Huan Zhao (4Paradigm Inc.)*; Quanming Yao (4th Paradigm); Wei-Wei Tu (4Paradigm Inc.)
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks. Mengxuan Zhang (The University of Queensland)*; Lei Li (University of Queensland); Wen Hua (The University of Queensland); Xiaofang Zhou (The Hong Kong University of Science and Technology)
DPTL+: Efficient Parallel Triangle Listing on Batch-Dynamic Graphs. Michael R Yu (UNSW)*; Lu Qin (UTS); Ying Zhang (University of Technology Sydney); Wenjie Zhang (University of New South Wales); Xuemin Lin (University of New South Wales)
A Learning-based Method for Computing Shortest Path Distances on Road Networks. Shuai Huang (Tsinghua University); Yong Wang (Tsinghua University); Tianyu Zhao (Tsinghua University); Guoliang Li (Tsinghua University)*
A Privacy-enhanced and Personalized Safe Route Planner with Crowdsourced Data and Computation. Fariha Tabassum Islam (Bangladesh University of Engineering and Technology)*; Tanzima Hashem (Bangladesh University of Engineering and Technology); Dr. Rifat Shahriyar (BUET)
Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks. Zhaonan Wang (The University of Tokyo)*; TIANQI XIA (The University of Tokyo); Renhe Jiang (The University of Tokyo); Xin Liu (National Institute of Advanced Industrial Science and Technology (AIST)); Kyoung-Sook Kim (Artificial Intelligence Research Center); Xuan Song (The University of Tokyo); Ryosuke Shibasaki (University of Tokyo)
Coalition-based Task Assignment in Spatial Crowdsourcing. Yan Zhao (Department of Computer Science, Aalborg University)*; Jiannan Guo (China Mobile Cloud Centre); Xuanhao Chen (University of Electronic Science and Technology of China); Jianye Hao (Tianjin University); Xiaofang Zhou (The Hong Kong University of Science and Technology); Kai Zeng (University of Electronic Science and Technology of China)
Group-Buying Recommendation for Social E-Commerce. Jun Zhang (Tsinghua University); Chen Gao (Tsinghua University)*; Depeng Jin (Tsinghua University); Yong Li (Tsinghua University)
A Bootstrapping Approach to Optimize Random Walk Based Statistical Estimation over Graphs. Pei Yi (Chongqing University); Hong Xie (College of Computer Science, Chongqing University)*; Yongkun Li (University of Science and Technology of China); John C. S. Lui (The Chinese University of Hong Kong)
Discriminative Admission Control for Shared-everything Database under Mixed OLTP Workloads. Donghui Wang (East China Normal University)*; Peng Cai (East China Normal University)
Spark-based Cloud Data Analytics using Multi-Objective Optimization. Fei Song (Ecole Polytechnique)*; Khaled Zaouk (Ecole Polytechnique); Chenghao Lyu (University of Massachusetts Amherst); Arnab Singha (Ecole Polytechnique); Qi Fan (Ecole Polytechnique); Yanlei Diao (University of Massachusetts Amherst); Prashant Shenoy (University of Massachusetts Amherst)
P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model. Shun Takagi (Kyoto University); Tsubasa Takahashi (LINE Corporation)*; Yang Cao (Kyoto University); Masatoshi Yoshikawa (Kyoto University)
Reliable Recommendation with Review-level Explanations. Yanzhang Lyu (Xi`an Jiaotong University); Hongzhi Yin (The University of Queensland)*; Shizhuo Deng (Northeastern University); Jun Liu (Xi’an Jiaotong Univerisity); Huan Liu (Xi’an Jiaotong Univerisity); Mengyue Liu (Xi’an Jiaotong University)
Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on Twitter. Subhabrata Dutta (Jadavpur University); Sarah Masud (IIIT Delhi, India); Sakshi Makkar (IIIT Delhi); Amitava Das (IIIT Sri City, India); Chhavi Jain (IIIT Delhi, India); Vikram Goyal (IIIT Delhi, India); Tanmoy Chakraborty (Indraprastha Institute of Information Technology Delhi (IIIT-D),India )*
Single Point Incremental Fourier Transform on 2D Data Streams. Muhammad Saad (Univeristy of Zurich)*; Abraham Bernstein (University of Zurich); Michael H Böhlen (University of Zurich); Daniele Dell’Aglio (Universität Zürich)
WedgeChain: A Trusted Edge-Cloud Store With Asynchronous (Lazy) Trust. Faisal Nawab (UC Santa Cruz)*
CooLSM: Distributed and Cooperative Indexing Across Edge and Cloud Machines. Natasha Mittal (UC Santa Cruz); Faisal Nawab (UC Santa Cruz)*
Approximating multidimensional range counts with maximum error guarantees. Michael Shekelyan (University of Warwick)*; Anton Dignös (Free University of Bozen-Bolzano, Italy); Johann Gamper (Free University of Bozen-Bolzano, Italy); Minos Garofalakis (ATHENA Research Centre & Technical University of Crete)
RCC: Resilient Concurrent Consensus for High-Throughput Secure Transaction Processing. Suyash Gupta (University of California Davis)*; Jelle Hellings (University of California Davis); Mohammad Sadoghi (University of California, Davis)
FastSGG: Efficient Social Graph Generation Using a Degree Distribution Generation Model. Binbin Wang (Tsinghua University); Chaokun Wang (Tsinghua University)*; Bingyang Huang (Tsinghua University); Shaoxu Song (Tsinghua University); Zai Li (Kuaishou Inc.)
Continuously Bulk Loading over Range Partitioned Tables for Large Scale Historical Data. XiaoLong He (East China Normal University)*; Peng Cai (East China Normal University); Xuan Zhou (East China Normal University); Aoying Zhou (East China Normal University. )
InfoShield: Generalizable Information-Theoretic Human-Trafficking Detection. Meng-Chieh Lee (National Chiao Tung University)*; Catalina Vajiac (Carnegie Mellon University); Aayushi Kulshrestha (Mcgill University); Sacha Levy (McGill University); Namyong Park (Carnegie Mellon University); Cara Jones (Marinus Analytics); Reihaneh Rabbany (McGill University); Christos Faloutsos (CMU)
Manipulating Black-Box Networks for Centrality Promotion. Wentao Li (University of Technology Sydney); Min Gao (Chongqing University)*; Fu Wu (Chongqing University); Wenge Rong (Beihang University); Junhao Wen (Chongqing University); Lu Qin (UTS)
Finding a Summary for All Maximal Cliques. Xiaofan Li (Swinburne University of Technology); Rui Zhou (Swinburne University of Technology)*; Lu Chen (Swinburne University of Technology); Yong Zhang ( Tsinghua University, China); Chengfei Liu (Swinburne University of Technology); Qiang He (Swinburne University of Technology); Yun Yang (Swinburne University of Technology)
Interactive Analytic DBMSs: Breaching the Scalability Wall. Pedro Pedreira (Facebook Inc.)*; Amit Dutta (Facebook Inc.); Sergey Pershin (Facebook Inc.); Lin Liu (Facebook Inc.); Sushant Shringarpure (Facebook Inc.); Jialiang Tan (Facebook Inc.); Brian Landers (Facebook Inc.); Ge Gao (Facebook Inc.); Karen Pieper (Facebook Inc.)
WipDB: A Write-in-place Key-value Store that Mimics Bucket Sort. Xingsheng Zhao (University of Texas at Arlington)*; Song Jiang (University of Texas, Arlington ); Xingbo Wu (University of Illinois at Chicago)
Relational Header Discovery using Similarity Search in a Table Corpus. Hazar Harmouch (Hasso Plattner Institute)*; Thorsten Papenbrock (Hasso Plattner Institute); Felix Naumann (Hasso Plattner Institute)
The Case for In-Memory OLAP on Wimpy Nodes. Andrew Crotty (Brown University)*; Alex Galakatos (Brown University); Connor Luckett (Brown University); Ugur Cetintemel (Brown University)
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach. Yuyang Dong (NEC corporation)*; Kunihiro Takeoka (NEC Corporation); Chuan Xiao (Osaka University); Masafumi Oyamada (NEC)
Efficiently Reclaiming Space in a Log Structured Store. David B Lomet (Microsoft Research)*; Chen Luo (Snowflake Inc.)
SALSA: Self-Adjusting Lean Streaming Analytics. Ran Ben Basat (Harvard University)*; gil Einziger (Nokia Bell Labs); Michael Mitzenmacher (Harvard); Shay Vargaftik (VMware)
Hash Adaptive Bloom Filter. Rongbiao Xie (State Key Laboratory for Novel Software Technology, Nanjing University)*; Meng Li (Nanjing University); Zheyu Miao (Alibaba Group); Rong Gu (Nanjing University); He Huang (Soochow University); Haipeng Dai (Nanjing University); Guihai Chen (Nanjing University)
Variational Self-attention Network for Sequential Recommendation. Jing Zhao (Soochow University); Pengpeng Zhao (Soochow University)*; Lei Zhao (Soochow University); Yanchi Liu (Rutgers University); Victor S. Sheng (Texas Tech University); Xiaofang Zhou (The Hong Kong University of Science and Technology)
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game. Baoyi An (University Of Science And Technology Of China); Mingjun Xiao (University of Science and Technology of China)*; An Liu (Soochow University); Xike Xie (University of Science and Technology of China); Xiaofang Zhou (The Hong Kong University of Science and Technology)
Latent Low-rank Graph Learning for Multimodal Clustering. Guo Zhong (University of Macau); Chi-Man Pun (University of Macau)*
LATEST: Learning-Assisted Selectivity Estimation Over Spatio-Textual Streams. Mayur M Patil (University of California, Riverside)*; Amr Magdy (University of California Riverside)
Aria: Tolerating Skewed Workloads in Secure In-memory Key-Value Stores. Fan Yang (Tsinghua University)*; Youyou Lu (luyouyou@tsinghua.edu.cn); Youmin Chen (Tsinghua University); Qing Wang (Tsinghua University); Jiwu Shu (shujw@tsinghua.edu.cn)
Multi-attributed Community Search in Road-social Networks. Fangda Guo (Northeastern University)*; Ye Yuan (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Xiangguo Zhao (Northeastern University); Hao Sun (Northeastern University)
Dynamic Hub Labelling for Road Networks. Mengxuan Zhang (The University of Queensland)*; Lei Li (University of Queensland); Wen Hua (The University of Queensland); Pingfu Chao (University of Queensland); Xiaofang Zhou (University of Queensland)
SAKE: Spatial Question Answering over Knowledge Graph based on Embedding Techniques. Huan Li (Aalborg University)*; Hua Lu (Roskilde University); Lidan Shou (Zhejiang University); Ke Chen (Zhejiang University); Gang Chen (Zhejiang University)
LogLog Filter: Filtering Cold Items within a Large Range over High Speed Data Streams. Peng Jia (Xi’an Jiaotong University)*; Pinghui Wang (Xi’an Jiaotong University); Junzhou Zhao (Xi’an Jiaotong University); Ye Yuan ( Beijing Institute of Technology); Jing Tao (Xi’an Jiaotong University); Xiaohong Guan (Xi’an Jiaotong University)
Peer Learning Through Targeted Dynamic Groups Formation. Dong Wei (NJIT); Ioannis Koutis (NJIT); Senjuti Basu Roy (NJIT)*
Optimizing Error-Bounded Lossy Compression for Scientific Data by Dynamic Spline Interpolation. Kai Zhao (University of California, Riverside)*; Sheng Di (Argonne National Laboratory, Lemont, IL); Maxim Dmitriev (Saudi Aramco); Thierry Tonellot (Saudi Aramco); zizhong chen (UC Riverside); Franck Cappello (Argonne National Laboratory, Lemont, IL)
SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams. Taehyung Kwon (KAIST); Inkyu Park (KAIST); Dongjin Lee (Korea Advanced Institute of Science and Technology); Kijung Shin (KAIST)*
An Efficient Algorithm for the Anchored k-Core Budget Minimization Problem. Kaixin Liu (Tsinghua University)*; Sibo Wang (The Chinese University of Hong Kong); Yong Zhang ( Tsinghua University, China); Chunxiao Xing (Tsinghua University)
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. Feng Zhang (Renmin University of China)*; Zaifeng Pan (Shanghai Jiao Tong University); Yanliang Zhou (Renmin University of China); Jidong Zhai (Tsinghua University); Xipeng Shen (North Carolina State University); Onur Mutlu (ETH); Xiaoyong Du (Renmin University of China)
An Efficient Approach for Cross-Silo Federated Learning to Rank. Yansheng Wang (Beihang University); Yongxin Tong (Beihang University)*; Dingyuan Shi (Beihang University); Ke Xu (Beihang University)
FAST: FPGA-based Subgraph Matching on Massive Graphs. Xin Jin (East China Normal University)*; Zhengyi Yang (University of New South Wales); Xuemin Lin (University of New South Wales); Shiyu Yang (Guangzhou University); Lu Qin (UTS); You Peng (University of New South Wales)
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. Yan Zhao (Aalborg University)*; Kai Zeng (University of Electronic Science and Technology of China); Jiannan Guo (China Mobile Cloud Centre); Bin Yang (Aalborg University); Torben Bach Pedersen (Aalborg University); Christian S Jensen (Aalborg University)
A+ Indexes: Tunable and Space-Efficient Adjacency Lists in Graph Database Management Systems. Amine Mhedhbi (University of Waterloo)*; Pranjal Gupta (University of Waterloo); Shahid Khaliq (University of Waterloo); Semih Salihoglu (University of Waterloo)
Knowledge-Aware Group Representation Learning for Group Recommendation. Zhiyi Deng (University of Electronic Science and Technology of China); Changyu Li (University of Electronic Science and Technology of China); Shujin Liu (University of Electronic Science and Technology of China); Waqar Ali (University of Electronic Science and Technology of China); Jie Shao (University of Electronic Science and Technology of China)*
Explaining Missing Data in Graphs: A Constraint-based Approach. Qi Song (Amazon.com)*; Peng Lin (Washington State University); Hanchao Ma (Case Western Reserve University); Yinghui Wu (Case Western Reserve University)
Scalable Graph Isomorphism: Combining Pairwise Color Refinement and Backtracking via Compressed Candidate Space. Geonmo Gu (Seoul National University); Yehyun Nam (Seoul National University); Kunsoo Park (Seoul National University); Zvi Galil (Georgia Institute of Technology); Giuseppe F. Italiano (LUISS University); Wook-Shin Han (POSTECH)*
LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data. Qiyu LIU (Hong Kong University of Science and Technology)*; Yanyan Shen (Shanghai Jiao Tong University); Lei Chen (Hong Kong University of Science and Technology)
Improving Constrained Search Results By Data Melioration. Ido Guy (eBay Research); Tova Milo (Tel Aviv University); Slava Novgorodov (eBay Research); Brit Youngmann (Tel Aviv University)*
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. Zhaojing Luo (National University of Singapore); Sai Ho Yeung (NUS); Meihui Zhang (Beijing Institute of Technology); Kaiping Zheng (National University of Singapore); Gang Chen (Zhejiang University); Feiyi Fan (ICTCAS); Qian Lin (ByteDance); Kee Yuan Ngiam (NUHS); Beng Chin Ooi (NUS)*
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. Malinga Perera (University of Melbourne)*; Bastian Oetomo (University of Melbourne); Benjamin Rubinstein (University of Melbourne); Renata Borovica-Gajic (University of Melbourne)
Feature Inference Attack on Model Predictions in Vertical Federated Learning. Xinjian Luo (National University of Singapore); Yuncheng Wu (National University of Singapore)*; Xiaokui Xiao (National University of Singapore); Beng Chin Ooi (NUS)
Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling. Ziyi Liu (The University of Queensland)*; Lei Li (University of Queensland); Wen Hua (The University of Queensland); Pingfu Chao (University of Queensland); Xiaofang Zhou (The Hong Kong University of Science and Technology)
TASM: A Tile-Based Storage Manager for Video Analytics. Maureen Daum (University of Washington)*; Brandon Haynes (Microsoft); Dong He (University of Washington); Amrita Mazumdar (University of Washington); Magdalena Balazinska (UW)
DISC: Density-Based Incremental Clustering by Striding over Streaming Data. Bogyeong Kim (Seoul National University); Kyoseung Koo (Seoul National University); Juhun Kim (Seoul National University); Bongki Moon (Seoul National University)*
Influence Maximization Based on Dynamic Personal Perception in Knowledge Graph. Ya-Wen Teng (Academia Sinica)*; Yishuo Shi (Wenzhou University); Chih-Hua Tai (National Taipei University); De-Nian Yang (Academia Sinica); Wang-Chien Lee (Pennsylvania State University, USA); Ming-Syan Chen (National Taiwan University)
Less is More: De-amplifying I/Os for Key-value Stores with a Log-assisted Log-Structured Merge Tree. Kecheng Huang (Shandong University)*; Zhiping Jia (Shandong University); Zhaoyan Shen (Shandong University); Zili Shao (The Chinese University of Hong Kong); Feng Chen (Louisiana State University)
Spatial-Temporal Similarity for Trajectories with Location Noise and Sporadic Sampling. Guanyao Li (The Hong Kong University of Science and Technology)*; Chih-chieh hung (National Chung Hsing university); Mengyun LIU (The Hong Kong University of Science and Technology); Linfei PAN (ETHZ); Wen-Chih Peng (National Chiao Tung University); S.-H. Gary Chan (The Hong Kong University of Science and Technology)
Trajectory Simplification with Reinforcement Learning. ZHENG WANG (Nanyang Technological University)*; Cheng Long (Nanyang Technological University); Gao Cong (Nanyang Technological Univesity)
Online Route Planning over Time-Dependent Road Networks. Di Chen (Northeastern University)*; Ye Yuan (Beijing Institute of Technology); Wenjin Du (Beijing Institute of Technology); Yurong Cheng (Beijing institute of technology); Guoren Wang (Beijing Institute of Technology)
Capturing Semantics for Imputation with Pre-trained Language Models. Yinan Mei (Tsinghua University); Shaoxu Song (Tsinghua University)*; Chenguang Fang (Tsinghua University); Haifeng Yang (Huawei Technologies Co., Ltd.); Jingyun Fang (Huawei Technologies Co., Ltd.); Jiang Long (Huawei Technologies Co., Ltd.)
A Human-in-the-loop Approach to Social Behavioral Targeting. Jingru Yang (Renmin University of China); Xiaoman Zhao (Renmin University of China); Ju Fan (Renmin University of China)*; Gong Chen (Tencent); Chong Peng (Tencent); Sheng Yao (2Tencent); Xiaoyong Du (Renmin University of China)
Privacy Preserving Strong Simulation Queries on Large Graphs. Lyu Xu (Hong Kong Baptist University)*; Jiaxin Jiang (Hong Kong Baptist University); Byron Choi (Hong Kong Baptist University); Jianliang Xu (Hong Kong Baptist University); Sourav S Bhowmick (Nanyang Technological University)
ProMIPS: Efficient High-Dimensional c-Approximate Maximum Inner Product Search with a Lightweight Index. Yang Song (Northeastern University)*; Yu Gu (Northeastern University); Rui Zhang ( University of Melbourne, Australia); Ge Yu (Northeast University)
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks. Xiang Li (East China Normal University)*; Danhao Ding (The University of Hong Kong); Ben Kao (University of Hong Kong); Yizhou Sun (UCLA); Nikos Mamoulis (University of Ioannina)
A Distance-Based Scheme for Reducing Bandwidth in Distributed Geometric Monitoring. Yuval Alfassi (University of Haifa); Moshe Gabel (University of Toronto ); Gal Yehuda (Technion, Israel Institute of Technology); Daniel Keren (University of Haifa)*
E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. Ziquan Fang (Zhejiang University); Yuntao Du (Zhejiang University); Lu Chen (Zhejiang University); Yujia Hu (Zhejiang University); Yunjun Gao (Zhejiang University)*; Gang Chen (Zhejiang University)
Automatic Webpage Briefing. Yimeng Dai (University of Melbourne)*; Rui Zhang ( University of Melbourne, Australia); Jianzhong Qi (The University of Melbourne)
Fast Core-based Top-k Frequent Pattern Discovery in Knowledge Graphs. Jian Zeng (Southern University of Science and Technology); Leong Hou U (University of Macau); Xiao Yan (Southern University of Science and Technology); Mingji Han (Southern University of Science and Technology); Bo Tang (Southern University of Science and Technology)*
CruiseDB: An LSM-Tree Key-Value Store with Both Better Tail Throughput and Tail Latency. Junkai Liang (Renmin University of China); Yunpeng Chai (Renmin University of China)*
Leveraging Temporal and Topological Selectivities in Temporal-clique Subgraph Query Processing. Kaijie Zhu (Eindhoven University of Technology)*; George Fletcher (Eindhoven University of Technology); Nikolay Yakovets (Eindhoven University of Technology)
Lock Violation for Fault-tolerant Distributed Database System. Hua Guo (Renmin University of China); Xuan Zhou (East China Normal University)*, Le Cai (Alibaba Group)
Profiles of Schema Evolution in Free Open Source Software Projects. Panos Vassiliadis (University of Ioannina)*
Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. Peng Gao (University of California, Berkeley)*; Fei Shao (Case Western Reserve University); Xiaoyuan Liu (University of California, Berkeley); Xusheng Xiao (Case Western Reserve University); Zheng Qin (Nanjing University); Fengyuan Xu (Nanjing University); Prateek Mittal (Princeton University); Sanjeev Kulkarni (Princeton University); Dawn Song (UC Berkeley)
FPGA for Aggregate Processing: The Good, The Bad, and The Ugly. Zubeyr Furkan Eryilmaz (University of Wisconsin-Madison)*; Aarati Kakaraparthy (University of Wisconsin, Madison); Jignesh Patel (UW – Madison); Rathijit Sen (Microsoft); Kwanghyun Park (Microsoft Gray Systems Lab)
Odess: Speeding up Resemblance Detection for Redundancy Elimination by Fast Content-Defined Sampling. Xiangyu Zou (Harbin Institute of Technology,Shenzhen)*; Deng Cai (Harbin Institute of Technology, Shenzhen); Wen Xia (Harbin Institute of Technology,Shenzhen); Philip Shilane (Dell Technologies); Haoliang Tan (Harbin Institute of Technology,Shenzhen); Haijun Zhang (Harbin Institute of Technology (Shenzhen)); Xuan Wang (Harbin Institute of Technology)
Cost–effective Variational Active Entity Resolution. Alex Bogatu (University of Manchester)*; Norman Paton (University of Manchester); Mark Douthwaite (Peak AI); Stuart Davie (Peak AI); André Freitas (University of Manchester)
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries. Bolong Zheng (Huazhong University of Science and Technology)*; Lianggui Weng (Huazhong University of Science and Technology. ); Xi Zhao (Huazhong University of Science and Technology. ); Kai Zeng (Alibaba Group); Xiaofang Zhou (The Hong Kong University of Science and Technology); Christian S Jensen (Aalborg University)
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. Benjamin S Halstead (The University of Auckland)*; Yun Sing Koh (The University of Auckland, New Zealand); Patricia Riddle (University of Auckland, New Zealand); Mykola Pechenizkiy (TU Eindhoven); Albert Bifet (University of Waikato); Russel Pears (Auckland University of Technology)
Workload-aware materialization for efficient variable elimination on Bayesian networks. Cigdem Aslay (Aarhus University)*; Martino Ciaperoni (Aalto University); Aristides Gionis (KTH Royal Institute of Technology); Michael Mathioudakis (University of Helsinki)
Flow Computation in Temporal Interaction Networks. Chrysanthi Kosyfaki (University of Ioannina); Nikos Mamoulis (University of Ioannina)*; Evaggelia Pitoura (Univ. of Ioannina); Panayiotis Tsaparas (University of Ioannina, Greece)
A Two-layer Partitioning for Non-point Spatial Data. Dimitrios Tsitsigkos (University of Ioannina); Konstantinos Lampropoulos (University of Ioannina); Panagiotis Bouros (Johannes Gutenberg University Mainz); Nikos Mamoulis (University of Ioannina)*; Manolis Terrovitis (IMIS, Athena RC)
Noah: Neural-optimized A* Search Algorithm for Graph Edit Distance Computation. Lei Yang (Peking University); Lei Zou (Peking University)*
Valentine: Evaluating Matching Techniques for Dataset Discovery. Christos Koutras (TU Delft)*; George Siachamis (TU Delft); Andra Ionescu (TU Delft); Kyriakos Psarakis (TU Delft); Jerry Brons (ING Bank Netherlands); Marios Fragkoulis (TU Delft); Christoph Lofi (TU Delft); Angela Bonifati (Univ. of Lyon); Asterios Katsifodimos (TU Delft)
Spangle: A Distributed In-Memory Processing System for Large-Scale Arrays. Sangchul Kim (Seoul National University); Bogyeong Kim (Seoul National University); Bongki Moon (Seoul National University)*
Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance. Gábor E. Gévay (Technische Universität Berlin)*; Tilmann Rabl (HPI, University of Potsdam); Sebastian Bress (TU Berlin); Lorand Madai-Tahy (TU Berlin); Jorge Arnulfo Quiane Ruiz (TU Berlin); Volker Markl (DFKI)
Structured Object Matching Across Web Page Revisions. Tobias Bleifuß (Hasso Plattner Institute)*; Leon Bornemann (Hasso Plattner Institute); Dmitri V. Kalashnikov (AT&T Labs Research); Felix Naumann (Hasso Plattner Institute); Divesh Srivastava (AT&T Labs Research)
Automating Entity Matching Model Development. Pei Wang (Simon Fraser University)*; Jiannan Wang (Simon Fraser University); Jian Pei (Simon Fraser University); Weiling Zheng (Simon Fraser University)
The Logarithmic Dynamic Cuckoo Filter. Fan Zhang (Huazhong University of Science and Technology); Hanhua Chen (Huazhong University of Science and Technology)*; Hai Jin (Huazhong University of Science and Technology); Pedro Reviriego (Universidad Carlos III de Madrid)
TWINE: An Embedded Trusted Runtime for WebAssembly. Jämes Ménétrey (University of Neuchâtel)*; Marcelo Pasin (University of Neuchatel); Pascal Felber (University of Neuchatel); Valerio Schiavoni (University of Neuchatel)
Optimally Summarizing Data by Small Fact Sets for Concise Answers to Voice Queries. Immanuel Trummer (Cornell)*; Connor Anderson (Cornell University)
KDDLog: Performance and Scalability in Knowledge Discovery by Declarative Queries with Aggregates. Youfu Li (UCLA)*; Jin Wang (UCLA); Mingda Li (UCLA); Ariyam Das (UCLA); Jiaqi Gu (UCLA); Carlo Zaniolo (UCLA, USA)
Trillion-scale Graph Processing Simulation based on Top-Down Graph Upscaling. Himchan Park (KAIST); Jinjun Xiong (IBM Thomas J. Watson Research Center); Min-Soo Kim (KAIST)*
DBSCOUT: A density-based method for scalable outlier detection in very large datasets. Matteo Corain (Politecnico di Torino)*; Paolo Garza (Politecnico di Torino); Abolfazl Asudeh (University of Illinois at Chicago)
Durable Top-K Instant-Stamped Temporal Records with User-Specified Scoring Functions. Junyang Gao (Duke University)*; Stavros Sintos (University of Chicago); Pankaj K Agarwal (Duke University); Jun Yang (Duke University)
Samya: A Geo-Distributed Data System for High Contention Aggregate Data. Sujaya A Maiyya (University Of California, Santa Barbara)*; Ishtiyaque Ahmad (University of California, Santa Barbara); Divy Agrawal (University of California, Santa Barbara); Amr El Abbadi (UC Santa Barbara)
Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values and Outliers. Dongjin Lee (Korea Advanced Institute of Science and Technology); Kijung Shin (KAIST)*
Bootstrapping Information Extraction via Conceptualization. Jiaqing Liang (Fudan University)*; Suo Feng (Fudan University); Chenhao Xie (Fudan University); Yanghua Xiao (Fudan University); Jindong Chen (Fudan University); Seungwon Hwang (Yonsei University)
Concept Drift Detection from Multi-Class Imbalanced Data Streams. Lukasz Korycki (Virginia Commonwealth University); Bartosz Krawczyk (Virginia Commonwealth University)*
CrowdRL: An End-to-End Reinforcement Learning Framework for Data Labelling. Kaiyu Li (Tsinghua University); Guoliang Li (Tsinghua University)*; Yong Wang (Tsinghua University); Yan Huang (TAL Education Group); Zitao Liu (TAL AI Lab); Zhongqin Wu (Tomorrow Advancing Life)