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ORCID37th ICDE 2021: Online Event [Chania, Greece]
- 37th IEEE International Conference on Data Engineering, ICDE 2021, Chania, Greece, April 19-22, 2021. IEEE 2021, ISBN 978-1-7281-9184-3
Research Papers
Data Integration and Cleaning 1
- Panos Vassiliadis:
Profiles of Schema Evolution in Free Open Source Software Projects. 1-12 - Peng Li, Xi Rao
, Jennifer Blase, Yue Zhang, Xu Chu, Ce Zhang:
CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks. 13-24 - Yifeng Jin, Zijing Tan, Weijun Zeng, Shuai Ma:
Approximate Order Dependency Discovery. 25-36 - Matteo Corain, Paolo Garza, Abolfazl Asudeh:
DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets. 37-48 - Jiaqing Liang, Suo Feng, Chenhao Xie, Yanghua Xiao, Jindong Chen, Seung-won Hwang:
Bootstrapping Information Extraction via Conceptualization. 49-60 - Yinan Mei, Shaoxu Song, Chenguang Fang, Haifeng Yang, Jingyun Fang, Jiang Long:
Capturing Semantics for Imputation with Pre-trained Language Models. 61-72
Graph Data Management 1
- Wentao Li, Min Gao, Fan Wu, Wenge Rong, Junhao Wen, Lu Qin:
Manipulating Black-Box Networks for Centrality Promotion. 73-84 - Kai Wang, Wenjie Zhang, Xuemin Lin, Ying Zhang, Lu Qin, Yuting Zhang:
Efficient and Effective Community Search on Large-scale Bipartite Graphs. 85-96 - Boge Liu, Fan Zhang, Wenjie Zhang, Xuemin Lin, Ying Zhang:
Efficient Community Search with Size Constraint. 97-108 - Fangda Guo, Ye Yuan, Guoren Wang, Xiangguo Zhao, Hao Sun:
Multi-attributed Community Search in Road-social Networks. 109-120 - Dong Wei, Ioannis Koutis, Senjuti Basu Roy:
Peer Learning Through Targeted Dynamic Groups Formation. 121-132 - Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou:
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks. 133-144
Data Privacy
- Peng Tang, Rui Chen, Sen Su, Shanqing Guo, Lei Ju, Gaoyuan Liu:
Differentially Private Publication of Multi-Party Sequential Data. 145-156 - Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
Secure Dynamic Skyline Queries Using Result Materialization. 157-168 - Shun Takagi, Tsubasa Takahashi, Yang Cao, Masatoshi Yoshikawa:
P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model. 169-180 - Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi:
Feature Inference Attack on Model Predictions in Vertical Federated Learning. 181-192 - Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song:
Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. 193-204 - Jämes Ménétrey, Marcelo Pasin, Pascal Felber, Valerio Schiavoni:
Twine: An Embedded Trusted Runtime for WebAssembly. 205-216
Crowdsourcing
- Chi Harold Liu, Chengzhe Piao, Xiaoxin Ma, Ye Yuan, Jian Tang, Guoren Wang, Kin K. Leung:
Modeling Citywide Crowd Flows using Attentive Convolutional LSTM. 217-228 - Fariha Tabassum Islam, Tanzima Hashem, Rifat Shahriyar:
A Privacy-Enhanced and Personalized Safe Route Planner with Crowdsourced Data and Computation. 229-240 - Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng:
Coalition-based Task Assignment in Spatial Crowdsourcing. 241-252 - Baoyi An, Mingjun Xiao, An Liu, Xike Xie, Xiaofang Zhou:
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game. 253-264 - Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen:
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. 265-276 - Jingru Yang, Xiaoman Zhao, Ju Fan, Gong Chen, Chong Peng, Sheng Yao, Xiaoyong Du:
A Human-in-the-loop Approach to Social Behavioral Targeting. 277-288 - Kaiyu Li, Guoliang Li, Yong Wang, Yan Huang, Zitao Liu, Zhongqin Wu:
CrowdRL: An End-to-End Reinforcement Learning Framework for Data Labelling. 289-300
Spatial and Temporal Data Management 1
- Guanjie Zheng, Chang Liu, Hua Wei, Chacha Chen, Zhenhui Li:
Rebuilding City-Wide Traffic Origin Destination from Road Speed Data. 301-312 - Yishu Wang, Ye Yuan, Hao Wang, Xiangmin Zhou, Congcong Mu, Guoren Wang:
Constrained Route Planning over Large Multi-Modal Time-Dependent Networks. 313-324 - Di Chen, Ye Yuan, Wenjin Du, Yurong Cheng, Guoren Wang:
Online Route Planning over Time-Dependent Road Networks. 325-335 - Mengxuan Zhang, Lei Li, Wen Hua, Rui Mao, Pingfu Chao, Xiaofang Zhou:
Dynamic Hub Labeling for Road Networks. 336-347 - Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng:
An Effective Joint Prediction Model for Travel Demands and Traffic Flows. 348-359 - Shuai Huang, Yong Wang, Tianyu Zhao, Guoliang Li:
A Learning-based Method for Computing Shortest Path Distances on Road Networks. 360-371
Distributed Data Management 1
- Anran Li, Lan Zhang, Junhao Wang, Juntao Tan, Feng Han, Yaxuan Qin, Nikolaos M. Freris, Xiang-Yang Li:
Efficient Federated-Learning Model Debugging. 372-383 - Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu:
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. 384-395 - Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy:
Spark-based Cloud Data Analytics using Multi-Objective Optimization. 396-407 - Faisal Nawab:
WedgeChain: A Trusted Edge-Cloud Store With Asynchronous (Lazy) Trust. 408-419 - Natasha Mittal, Faisal Nawab:
CooLSM: Distributed and Cooperative Indexing Across Edge and Cloud Machines. 420-431 - Pedro Pedreira, Amit Dutta, Sergey Pershin, Lin Liu, Sushant Shringarpure, Jialiang Tan, Brian Landers, Ge Gao, Karen Pieper:
Interactive Analytic DBMSs: Breaching the Scalability Wall. 432-443
Data Integration and Data Science
- Hazar Harmouch, Thorsten Papenbrock, Felix Naumann:
Relational Header Discovery using Similarity Search in a Table Corpus. 444-455 - Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada:
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach. 456-467 - Christos Koutras, George Siachamis, Andra Ionescu, Kyriakos Psarakis, Jerry Brons, Marios Fragkoulis, Christoph Lofi, Angela Bonifati, Asterios Katsifodimos:
Valentine: Evaluating Matching Techniques for Dataset Discovery. 468-479 - Xiangyu Zou, Cai Deng, Wen Xia, Philip Shilane, Haoliang Tan, Haijun Zhang, Xuan Wang:
Odess: Speeding up Resemblance Detection for Redundancy Elimination by Fast Content-Defined Sampling. 480-491 - Guo Zhong, Chi-Man Pun:
Latent Low-rank Graph Learning for Multimodal Clustering. 492-503 - Sarah Masud, Subhabrata Dutta, Sakshi Makkar, Chhavi Jain, Vikram Goyal, Amitava Das, Tanmoy Chakraborty:
Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on Twitter. 504-515
Graph Data Management 2
- Xingyu Yao, Yingxia Shao, Bin Cui, Lei Chen:
UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling. 516-527 - Shixun Huang, Yuchen Li, Zhifeng Bao, Zhao Li:
Towards Efficient Motif-based Graph Partitioning: An Adaptive Sampling Approach. 528-539 - Himchan Park, Min-Soo Kim:
LineageBA: A Fast, Exact and Scalable Graph Generation for the Barabási-Albert Model. 540-551 - Huan Zhao, Quanming Yao, Weiwei Tu:
Search to aggregate neighborhood for graph neural network. 552-563 - Chaokun Wang, Binbin Wang, Bingyang Huang, Shaoxu Song, Zai Li:
FastSGG: Efficient Social Graph Generation Using a Degree Distribution Generation Model. 564-575 - Lei Yang, Lei Zou:
Noah: Neural-optimized A* Search Algorithm for Graph Edit Distance Computation. 576-587
Indexing
- Yuanzhe Hao, Xiongpai Qin, Yueguo Chen, Yaru Li, Xiaoguang Sun, Yu Tao, Xiao Zhang, Xiaoyong Du:
TS-Benchmark: A Benchmark for Time Series Databases. 588-599 - R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. 600-611 - Kecheng Huang, Zhiping Jia, Zhaoyan Shen, Zili Shao, Feng Chen:
Less is More: De-amplifying I/Os for Key-value Stores with a Log-assisted LSM-tree. 612-623 - Matheus Agio Nerone, Pedro Holanda, Eduardo C. de Almeida, Stefan Manegold:
Multidimensional Adaptive & Progressive Indexes. 624-635 - Rongbiao Xie, Meng Li, Zheyu Miao, Rong Gu, He Huang, Haipeng Dai, Guihai Chen:
Hash Adaptive Bloom Filter. 636-647 - Yuxiang Zeng, Yongxin Tong, Lei Chen:
HST+: An Efficient Index for Embedding Arbitrary Metric Spaces. 648-659
Spatial and Temporal Data Management 2
- Chrysanthi Kosyfaki, Nikos Mamoulis, Evaggelia Pitoura, Panayiotis Tsaparas:
Flow Computation in Temporal Interaction Networks. 660-671 - Kaijie Zhu, George Fletcher, Nikolay Yakovets:
Leveraging Temporal and Topological Selectivities in Temporal-clique Subgraph Query Processing. 672-683 - Zheng Wang, Cheng Long, Gao Cong:
Trajectory Simplification with Reinforcement Learning. 684-695 - Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen:
E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. 696-707 - Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen:
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries. 708-719 - Junyang Gao, Stavros Sintos, Pankaj K. Agarwal, Jun Yang:
Durable Top-K Instant-Stamped Temporal Records with User-Specified Scoring Functions. 720-731
Data Management on New Hardware
- Andrew Crotty, Alex Galakatos, Connor Luckett, Ugur Çetintemel:
The Case for In-Memory OLAP on "Wimpy" Nodes. 732-743 - Yuchen Li, Qiwei Zhu, Zheng Lyu, Zhongdong Huang, Jianling Sun:
DyCuckoo: Dynamic Hash Tables on GPUs. 744-755 - Jaeyoung Do, Chen Luo, David B. Lomet:
Programming an SSD Controller to Support Batched Writes for Variable-Size Pages. 756-767 - Saeed Kargar, Heiner Litz, Faisal Nawab:
Predict and Write: Using K-Means Clustering to Extend the Lifetime of NVM Storage. 768-779 - Donghui Wang, Peng Cai, Weining Qian, Aoying Zhou:
Discriminative Admission Control for Shared-everything Database under Mixed OLTP Workloads. 780-791 - David B. Lomet, Chen Luo:
Efficiently Reclaiming Space in a Log Structured Store. 792-803
Stream Data Management 1
- Peng Jia, Pinghui Wang, Junzhou Zhao, Ye Yuan, Jing Tao, Xiaohong Guan:
LogLog Filter: Filtering Cold Items within a Large Range over High Speed Data Streams. 804-815 - Taehyung Kwon, Inkyu Park, Dongjin Lee, Kijung Shin:
SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams. 816-827 - Bogyeong Kim, Kyoseung Koo, Juhun Kim, Bongki Moon:
DISC: Density-Based Incremental Clustering by Striding over Streaming Data. 828-839 - Dongjin Lee, Kijung Shin:
Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers. 840-851 - Muhammad Saad, Abraham Bernstein, Michael H. Böhlen, Daniele Dell'Aglio:
Single Point Incremental Fourier Transform on 2D Data Streams. 852-863 - Ran Ben Basat, Gil Einziger, Michael Mitzenmacher, Shay Vargaftik:
SALSA: Self-Adjusting Lean Streaming Analytics. 864-875
Knowledge Discovery
- Yueji Yang, Yuchen Li, Anthony K. H. Tung:
NewsLink: Empowering Intuitive News Search with Knowledge Graphs. 876-887 - Na Li, Renyu Zhu, Xiaoxu Zhou, Xiangnan He, Wenyuan Cai, Ming Gao, Aoying Zhou:
On Disambiguating Authors: Collaboration Network Reconstruction in a Bottom-up Manner. 888-899 - Pei Yi, Hong Xie, Yongkun Li, John C. S. Lui:
A Bootstrapping Approach to Optimize Random Walk Based Statistical Estimation over Graphs. 900-911 - Xiang Li, Danhao Ding, Ben Kao, Yizhou Sun, Nikos Mamoulis:
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks. 912-923 - Rana Alotaibi, Chuan Lei, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan:
Property Graph Schema Optimization for Domain-Specific Knowledge Graphs. 924-935 - Jian Zeng, Leong Hou U, Xiao Yan, Mingji Han, Bo Tang:
Fast Core-based Top-k Frequent Pattern Discovery in Knowledge Graphs. 936-947
Query Processing and Optimization 1
- Fan Zhang, Hanhua Chen, Hai Jin, Pedro Reviriego:
The Logarithmic Dynamic Cuckoo Filter. 948-959 - Xiaolong He, Peng Cai, Xuan Zhou, Aoying Zhou:
Continuously Bulk Loading over Range Partitioned Tables for Large Scale Historical Data. 960-971 - Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo:
Eclipse: Generalizing kNN and Skyline. 972-983 - Magnus Müller, Daniel Flachs, Guido Moerkotte:
Memory-Efficient Key/Foreign-Key Join Size Estimation via Multiplicity and Intersection Size. 984-995 - Ce Zhang, Cheng Xu, Haixin Wang, Jianliang Xu, Byron Choi:
Authenticated Keyword Search in Scalable Hybrid-Storage Blockchains. 996-1007 - Sofoklis Floratos, Mengbai Xiao, Hao Wang, Chengxin Guo, Yuan Yuan, Rubao Lee, Xiaodong Zhang:
NestGPU: Nested Query Processing on GPU. 1008-1019
Data Management on New Hardware
- Fan Yang, Youmin Chen, Youyou Lu, Qing Wang, Jiwu Shu:
Aria: Tolerating Skewed Workloads in Secure In-memory Key-value Stores. 1020-1031 - Junkai Liang, Yunpeng Chai:
CruiseDB: An LSM-Tree Key-Value Store with Both Better Tail Throughput and Tail Latency. 1032-1043 - Zubeyr F. Eryilmaz, Aarati Kakaraparthy, Jignesh M. Patel, Rathijit Sen, Kwanghyun Park:
FPGA for Aggregate Processing: The Good, The Bad, and The Ugly. 1044-1055
Stream Data Management 2
- Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, Russel Pears:
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. 1056-1067 - Lukasz Korycki, Bartosz Krawczyk:
Concept Drift Detection from Multi-Class Imbalanced Data Streams. 1068-1079 - Keyu Yang, Yunjun Gao, Yifeng Shen, Baihua Zheng, Lu Chen:
DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition. 1080-1091
Stream Data Management 3
- Bo Hui, Haiquan Chen, Da Yan, Wei-Shinn Ku:
EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction. 1092-1103 - Shimin Di, Quanming Yao, Yongqi Zhang, Lei Chen:
Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding. 1104-1115 - Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos:
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection. 1116-1127 - Yansheng Wang, Yongxin Tong, Dingyuan Shi, Ke Xu:
An Efficient Approach for Cross-Silo Federated Learning to Rank. 1128-1139 - Zhaoyue Cheng, Nick Koudas, Zhe Zhang, Xiaohui Yu:
Efficient Construction of Nonlinear Models over Normalized Data. 1140-1151 - Çigdem Aslay, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis:
Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks. 1152-1163
Spatial and Temporal Data
- Yuval Alfassi, Moshe Gabel, Gal Yehuda, Daniel Keren:
A Distance-Based Scheme for Reducing Bandwidth in Distributed Geometric Monitoring. 1164-1175 - Qiyu Liu, Yanyan Shen, Lei Chen:
LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data. 1188-1199 - Guang Wang, Shuxin Zhong, Shuai Wang, Fei Miao, Zheng Dong, Desheng Zhang:
Data-Driven Fairness-Aware Vehicle Displacement for Large-Scale Electric Taxi Fleets. 1200-1211 - Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao:
On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. 1212-1223 - Guanyao Li, Chih-Chieh Hung, Mengyun Liu, Linfei Pan, Wen-Chih Peng, S.-H. Gary Chan:
Spatial-Temporal Similarity for Trajectories with Location Noise and Sporadic Sampling. 1224-1235
Data Integration and Cleaning 2
- Roee Shraga, Ofra Amir, Avigdor Gal:
Learning to Characterize Matching Experts. 1236-1247 - Leonardo Gazzarri, Melanie Herschel:
End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data. 1248-1259 - Youfu Li, Jin Wang, Mingda Li, Ariyam Das, Jiaqi Gu, Carlo Zaniolo:
KDDLog: Performance and Scalability in Knowledge Discovery by Declarative Queries with Aggregates. 1260-1271 - Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas:
Cost-effective Variational Active Entity Resolution. 1272-1283 - Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava:
Structured Object Matching across Web Page Revisions. 1284-1295 - Pei Wang, Weiling Zheng, Jiannan Wang, Jian Pei:
Automating Entity Matching Model Development. 1296-1307
Graph Data Management 3
- Xiaoshuang Chen, Longbin Lai, Lu Qin, Xuemin Lin, Boge Liu:
A Framework to Quantify Approximate Simulation on Graph Data. 1308-1319 - Zhengmin Lai, You Peng, Shiyu Yang, Xuemin Lin, Wenjie Zhang:
PEFP: Efficient k-hop Constrained s-t Simple Path Enumeration on FPGA. 1320-1331 - Michael Yu, Lu Qin, Ying Zhang, Wenjie Zhang, Xuemin Lin:
DPTL+: Efficient Parallel Triangle Listing on Batch-Dynamic Graphs. 1332-1343 - Xiaofan Li, Rui Zhou, Lu Chen, Yong Zhang, Chengfei Liu, Qiang He, Yun Yang:
Finding a Summary for All Maximal Cliques. 1344-1355 - Kaixin Liu, Sibo Wang, Yong Zhang, Chunxiao Xing:
An Efficient Algorithm for the Anchored k-Core Budget Minimization Problem. 1356-1367 - Geonmo Gu, Yehyun Nam, Kunsoo Park, Zvi Galil, Giuseppe F. Italiano, Wook-Shin Han:
Scalable Graph Isomorphism: Combining Pairwise Color Refinement and Backtracking via Compressed Candidate Space. 1368-1379
Distributed Data Management 2
- Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen:
Scalable Model-Based Management of Correlated Dimensional Time Series in ModelarDB+. 1380-1391 - Suyash Gupta, Jelle Hellings, Mohammad Sadoghi:
RCC: Resilient Concurrent Consensus for High-Throughput Secure Transaction Processing. 1392-1403 - Xingsheng Zhao, Song Jiang, Xingbo Wu:
WipDB: A Write-in-place Key-value Store that Mimics Bucket Sort. 1404-1415 - Hua Guo, Xuan Zhou, Le Cai:
Lock Violation for Fault-tolerant Distributed Database System*. 1416-1427 - Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance. 1428-1439 - Sujaya Maiyya, Ishtiyaque Ahmad, Divyakant Agrawal, Amr El Abbadi:
Samya: A Geo-Distributed Data System for High Contention Aggregate Data. 1440-1451
Distributed Data Management 3
- Xin Jin, Zhengyi Yang, Xuemin Lin, Shiyu Yang, Lu Qin, You Peng:
FAST: FPGA-based Subgraph Matching on Massive Graphs. 1452-1463 - Amine Mhedhbi, Pranjal Gupta, Shahid Khaliq, Semih Salihoglu:
A+ Indexes: Tunable and Space-Efficient Adjacency Lists in Graph Database Management Systems. 1464-1475 - Qi Song, Peng Lin, Hanchao Ma, Yinghui Wu:
Explaining Missing Data in Graphs: A Constraint-based Approach. 1476-1487 - Ya-Wen Teng, Yishuo Shi, Chih-Hua Tai, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen:
Influence Maximization Based on Dynamic Personal Perception in Knowledge Graph. 1488-1499 - Lyu Xu, Jiaxin Jiang, Byron Choi, Jianliang Xu, Sourav S. Bhowmick:
Privacy Preserving Strong Simulation Queries on Large Graphs. 1500-1511 - Himchan Park, Jinjun Xiong, Min-Soo Kim:
Trillion-scale Graph Processing Simulation based on Top-Down Graph Upscaling. 1512-1523
Recommender Systems
- Yanchao Tan, Carl Yang, Xiangyu Wei, Yun Ma, Xiaolin Zheng:
Multi-Facet Recommender Networks with Spherical Optimization. 1524-1535 - Jun Zhang, Chen Gao, Depeng Jin, Yong Li:
Group-Buying Recommendation for Social E-Commerce. 1536-1547 - Yanzhang Lyu, Hongzhi Yin, Jun Liu, Mengyue Liu, Huan Liu, Shizhuo Deng:
Reliable Recommendation with Review-level Explanations. 1548-1558 - Jing Zhao, Pengpeng Zhao, Lei Zhao, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou:
Variational Self-attention Network for Sequential Recommendation. 1559-1570 - Zhiyi Deng, Changyu Li, Shujin Liu, Waqar Ali, Jie Shao:
Knowledge-Aware Group Representation Learning for Group Recommendation. 1571-1582 - Wenqi Fan, Tyler Derr, Xiangyu Zhao, Yao Ma, Hui Liu, Jianping Wang, Jiliang Tang, Qing Li:
Attacking Black-box Recommendations via Copying Cross-domain User Profiles. 1583-1594
Query Processing and Optimization 2
- Michael Shekelyan, Anton Dignös, Johann Gamper, Minos N. Garofalakis:
Approximating Multidimensional Range Counts with Maximum Error Guarantees. 1595-1606 - Mayur Patil, Amr Magdy:
LATEST: Learning-Assisted Selectivity Estimation Over Spatio-Textual Streams. 1607-1618 - Yang Song, Yu Gu, Rui Zhang, Ge Yu:
ProMIPS: Efficient High-Dimensional c-Approximate Maximum Inner Product Search with a Lightweight Index. 1619-1630 - Yanhao Wang, Yuchen Li, Raymond Chi-Wing Wong, Kian-Lee Tan:
A Fully Dynamic Algorithm for k-Regret Minimizing Sets. 1631-1642 - Kai Zhao, Sheng Di, Maxim Dmitriev, Thierry-Laurent D. Tonellot, Zizhong Chen, Franck Cappello:
Optimizing Error-Bounded Lossy Compression for Scientific Data by Dynamic Spline Interpolation. 1643-1654 - Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi:
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. 1655-1666
Search and Retrieval
- Ido Guy, Tova Milo, Slava Novgorodov, Brit Youngmann:
Improving Constrained Search Results By Data Melioration. 1667-1678 - Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. 1679-1690 - Yasuhiro Fujiwara, Yasutoshi Ida, Sekitoshi Kanai, Atsutoshi Kumagai, Naonori Ueda:
Fast Similarity Computation for t-SNE. 1691-1702 - Stephen Macke, Maryam Aliakbarpour, Ilias Diakonikolas, Aditya G. Parameswaran, Ronitt Rubinfeld:
Rapid Approximate Aggregation with Distribution-Sensitive Interval Guarantees. 1703-1714 - Immanuel Trummer, Connor Anderson:
Optimally Summarizing Data by Small Fact Sets for Concise Answers to Voice Queries. 1715-1726 - Yimeng Dai, Rui Zhang, Jianzhong Qi:
Automatic Webpage Briefing. 1727-1738
Spatial and Temporal Data Management 3
- Razvan-Gabriel Cirstea, Tung Kieu, Chenjuan Guo, Bin Yang, Sinno Jialin Pan:
EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting. 1739-1750 - Zhaonan Wang, Tianqi Xia, Renhe Jiang, Xin Liu, Kyoung-Sook Kim, Xuan Song, Ryosuke Shibasaki:
Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks. 1751-1762 - Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Pingfu Chao, Xiaofang Zhou:
Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling. 1763-1774 - Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska:
TASM: A Tile-Based Storage Manager for Video Analytics. 1775-1786 - Dimitrios Tsitsigkos, Konstantinos Lampropoulos, Panagiotis Bouros, Nikos Mamoulis, Manolis Terrovitis:
A Two-layer Partitioning for Non-point Spatial Data. 1787-1798 - Sangchul Kim, Bogyeong Kim, Bongki Moon:
Spangle: A Distributed In-Memory Processing System for Large-Scale Arrays. 1799-1810
Short Papers
Short Papers 1
- Stefan Halfpap, Rainer Schlosser:
Memory-Efficient Database Fragment Allocation for Robust Load Balancing when Nodes Fail. 1811-1816 - Hyunwook Lee, Cheonbok Park, Seungmin Jin, Hyeshin Chu, Jaegul Choo, Sungahn Ko:
An Empirical Experiment on Deep Learning Models for Predicting Traffic Data. 1817-1822 - Jianguo Wang, Chunbin Lin, Yannis Papakonstantinou, Steven Swanson:
Evaluating List Intersection on SSDs for Parallel I/O Skipping. 1823-1828 - Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki:
Performance Characterization of HTAP Workloads. 1829-1834 - Colin Taylor, Michael Gowanlock:
Accelerating the Yinyang K-Means Algorithm Using the GPU. 1835-1840 - Zihao Zhang, Huiqi Hu, Zhihui Xue, Changcheng Chen, Yang Yu, Cuiyun Fu, Xuan Zhou, Feifei Li:
SLIMSTORE: A Cloud-based Deduplication System for Multi-version Backups. 1841-1846 - Peilin Zheng, Quanqing Xu, Zibin Zheng, Zhiyuan Zhou, Ying Yan, Hui Zhang:
Meepo: Sharded Consortium Blockchain. 1847-1852 - Abdullah Al-Mamun, Feng Yan, Dongfang Zhao:
SciChain: Blockchain-enabled Lightweight and Efficient Data Provenance for Reproducible Scientific Computing. 1853-1858 - Fang Wang, Man Lung Yiu, Zili Shao:
Accelerating Similarity-based Mining Tasks on High-dimensional Data by Processing-in-memory. 1859-1864 - Zeyu He, Zhifang Li, Xiaoshuang Peng, Chuliang Weng:
DS2: Handling Data Skew Using Data Stealings over High-Speed Networks. 1865-1870 - Yuanhang Yu, Dong Wen, Ying Zhang, Xiaoyang Wang, Wenjie Zhang, Xuemin Lin:
Efficient Matrix Factorization on Heterogeneous CPU-GPU Systems. 1871-1876 - Yangyang Wang, Zikai Wang, Yunpeng Chai, Xin Wang:
Rethink the Linearizability Constraints of Raft for Distributed Key-Value Stores. 1877-1882 - Botao Peng, Panagiota Fatourou, Themis Palpanas:
SING: Sequence Indexing Using GPUs. 1883-1888 - Yongping Luo, Peiquan Jin, Qinglin Zhang, Bin Cheng:
TLBtree: A Read/Write-Optimized Tree Index for Non-Volatile Memory. 1889-1894 - Nico Schäfer, Sebastian Michel:
Utilizing Delta Trees for Efficient, Iterative Exploration and Transformation of Semi-Structured Contents. 1895-1900 - Keven Richly, Rainer Schlosser, Martin Boissier:
Joint Index, Sorting, and Compression Optimization for Memory-Efficient Spatio-Temporal Data Management. 1901-1906 - Min Fang, Zhao Zhang, Cheqing Jin, Aoying Zhou:
High-Performance Smart Contracts Concurrent Execution for Permissioned Blockchain Using SGX. 1907-1912
Short Papers 2
- Daniele Foroni, Matteo Lissandrini, Yannis Velegrakis:
Estimating the extent of the effects of Data Quality through Observations. 1913-1918 - Jihyeon Song, Bongki Moon:
Decoupled Instance-label Extreme Multi-label Classification with Skew Coordinate Feature Space. 1919-1924 - Xinyu Zhao, Hao Yan, Yongming Liu:
Hierarchical Tree-based Sequential Event Prediction with Application in the Aviation Accident Report. 1925-1930 - Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Mengyin Lu, Liefeng Bo:
Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling. 1931-1936 - Eitan Farchi, Ramasuri Narayanam, Lokesh Nagalapatti:
Ranking Data Slices for ML Model Validation: A Shapley Value Approach. 1937-1942 - Yu Sun, Shaoxu Song:
From Minimum Change to Maximum Density: On S-Repair under Integrity Constraints. 1943-1948 - Osnat Drien, Antoine Amarilli, Yael Amsterdamer:
Managing Consent for Data Access in Shared Databases. 1949-1954 - Omar AlOmeir, Eugenie Yujing Lai, Mostafa Milani, Rachel Pottinger:
Summarizing Provenance of Aggregate Query Results in Relational Databases. 1955-1960 - Yuval Moskovitch, H. V. Jagadish:
Patterns Count-Based Labels for Datasets. 1961-1966 - Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides:
PROTEUS: Predictive Explanation of Anomalies. 1967-1972 - Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani:
Ranking Desired Tuples by Database Exploration. 1973-1978 - Cong Ding, Dixin Tang, Xi Liang, Aaron J. Elmore, Sanjay Krishnan:
CIAO: An Optimization Framework for Client-Assisted Data Loading. 1979-1984 - Manuel Dossinger, Sebastian Michel:
Optimizing Multiple Multi-Way Stream Joins. 1985-1990 - Steffen Kläbe, Kai-Uwe Sattler, Stephan Baumann:
Updatable Materialization of Approximate Constraints. 1991-1996 - Ilias Kanellos, Thanasis Vergoulis, Dimitris Sacharidis, Theodore Dalamagas, Yannis Vassiliou:
Ranking Papers by their Short-Term Scientific Impact. 1997-2002 - Gwangho Song, Kyuseok Shim, Hongrae Lee:
Substring Similarity Search with Synonyms. 2003-2008
Short Papers 3
- Hao Xin, Xueling Lin, Lei Chen:
CaSIE: Canonicalize and Informative Selection of the OpenIE system. 2009-2014 - Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Fan Li, Shuo Shang:
Node2LV: Squared Lorentzian Representations for Node Proximity. 2015-2020 - Anh-Tu Hoang, Barbara Carminati, Elena Ferrari:
Privacy-Preserving Sequential Publishing of Knowledge Graphs. 2021-2026 - George Giakkoupis, Anne-Marie Kermarrec, Olivier Ruas, François Taïani:
Cluster-and-Conquer: When Randomness Meets Graph Locality. 2027-2032 - Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Xiangliang Zhang, Kai Zheng:
DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks. 2033-2038 - Yuxiang Ren, Hao Zhu, Jiawei Zhang, Peng Dai, Liefeng Bo:
EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph. 2039-2044 - Peng Fang, Fang Wang, Zhan Shi, Hong Jiang, Dan Feng, Lei Yang:
HuGE: An Entropy-driven Approach to Efficient and Scalable Graph Embeddings. 2045-2050 - Qi Luo, Dongxiao Yu, Zhipeng Cai, Xuemin Lin, Xiuzhen Cheng:
Hypercore Maintenance in Dynamic Hypergraphs. 2051-2056 - Yiling Zeng, Chunyao Song, Tingjian Ge:
Selective Edge Shedding in Large Graphs Under Resource Constraints. 2057-2062 - Shiyuan Zheng, Hong Xie, John C. S. Lui:
Social Visibility Optimization in OSNs with Anonymity Guarantees: Modeling, Algorithms and Applications. 2063-2068 - Prithu Banerjee, Lingyang Chu, Yong Zhang, Laks V. S. Lakshmanan, Lanjun Wang:
Stealthy Targeted Data Poisoning Attack on Knowledge Graphs. 2069-2074 - Hsi-Wen Chen, Hong-Han Shuai, De-Nian Yang, Wang-Chien Lee, Chuan Shi, Philip S. Yu, Ming-Syan Chen:
Structure-Aware Parameter-Free Group Query via Heterogeneous Information Network Transformer. 2075-2080 - Tewodros Ayall, Hancong Duan, Changhong Liu, Fantahun Gereme, Mohammed Abegaz, Mesay Deleli:
Taking Heuristic Based Graph Edge Partitioning One Step Ahead via OffStream Partitioning Approach. 2081-2086 - Hao Zhang, Miao Qiao, Jeffrey Xu Yu, Hong Cheng:
Fast Distributed Complex Join Processing. 2087-2092 - Niranjan Rai, Xiang Lian:
Top-k Community Similarity Search Over Large Road-Network Graphs. 2093-2098 - Manas Joshi, Arshdeep Singh, Sayan Ranu, Amitabha Bagchi, Priyank Karia, Puneet Kala:
Batching and Matching for Food Delivery in Dynamic Road Networks. 2099-2104 - Tao Xie, Yangjun Xu, Liang Chen, Yang Liu, Zibin Zheng:
Sequential Recommendation on Dynamic Heterogeneous Information Network. 2105-2110
Short Papers 4
- Daniel Ayala Hernández, Inma Hernández, David Ruiz, Erhard Rahm:
Towards the smart use of embedding and instance features for property matching. 2111-2116 - Yuening Li, Zhengzhang Chen, Daochen Zha, Kaixiong Zhou, Haifeng Jin, Haifeng Chen, Xia Hu:
AutoOD: Neural Architecture Search for Outlier Detection. 2117-2122 - Herodotos Herodotou, Despoina Chatzakou, Nicolas Kourtellis:
Catching them red-handed: Real-time Aggression Detection on Social Media. 2123-2128 - Yuandong Wang, Hongzhi Yin, Tong Chen, Chunyang Liu, Ben Wang, Tianyu Wo, Jie Xu:
Gallat: A Spatiotemporal Graph Attention Network for Passenger Demand Prediction. 2129-2134 - Xiaoying Zhang, Hong Xie, John C. S. Lui:
Heterogeneous Information Assisted Bandit Learning: Theory and Application. 2135-2140 - Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Shengnan Guo, Lixia Wu, Chao Song, Yinghui Xu:
Package Pick-up Route Prediction via Modeling Couriers' Spatial-Temporal Behaviors. 2141-2146 - Yiming Li, Yanyan Shen, Lei Chen:
Palette: Towards Multi-source Model Selection and Ensemble for Reuse. 2147-2152 - Yannis Xarchakos, Nick Koudas:
Querying for Interactions. 2153-2158 - Yue Han, Guoliang Li, Haitao Yuan, Ji Sun:
An Autonomous Materialized View Management System with Deep Reinforcement Learning. 2159-2164 - Yu Chen, Yong Zhang, Jiacheng Wu, Jin Wang, Chunxiao Xing:
Revisiting Data Prefetching for Database Systems with Machine Learning Techniques. 2165-2170 - Pattaramanee Arsomngern, Cheng Long, Supasorn Suwajanakorn, Sarana Nutanong:
Self-Supervised Deep Metric Learning for Pointsets. 2171-2176 - Ursin Brunner, Kurt Stockinger:
ValueNet: A Natural Language-to-SQL System that Learns from Database Information. 2177-2182 - Peilun Yang, Hanchen Wang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin:
T3S: Effective Representation Learning for Trajectory Similarity Computation. 2183-2188 - Kangjia Shao, Yang Wang, Zhengyang Zhou, Xike Xie, Guang Wang:
TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories? 2189-2194 - Xuebin Su, Hongzhi Wang, Yan Zhang:
Concurrency Control Based on Transaction Clustering. 2195-2200 - Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang:
A Learning to Tune Framework for LSH. 2201-2206 - Tan Yu, Xuemeng Yang, Yan Jiang, Hongfang Zhang, Weijie Zhao, Ping Li:
TIRA in Baidu Image Advertising. 2207-2212 - Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong:
Description Generation for Points of Interest. 2213-2218 - Jinlong E, Mo Li, Jianqiang Huang:
CrowdAtlas: Estimating Crowd Distribution within the Urban Rail Transit System. 2219-2224 - Xuanhao Chen, Liwei Deng, Feiteng Huang, Chengwei Zhang, Zongquan Zhang, Yan Zhao, Kai Zheng:
DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series. 2225-2230
Short Papers 5
- Namyong Park, Minhyeok Kim, Nguyen Xuan Hoai, Robert I. McKay, Dong-Kyun Kim:
Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality. 2231-2236 - Daeyoung Hong, Woohwan Jung, Kyuseok Shim:
Collecting Geospatial Data with Local Differential Privacy for Personalized Services. 2237-2242 - Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero:
Experimental Study of Big Raster and Vector Database Systems. 2243-2248 - Xiaoyun Mo, Chu Cao, Mo Li, David Z. W. Wang:
Predicting the Impact of Disruptions to Urban Rail Transit Systems. 2249-2254 - Amal Saadallah, Maryam Tavakol, Katharina Morik:
An Actor-Critic Ensemble Aggregation Model for Time-Series Forecasting. 2255-2260 - Wangze Ni, Nian Chen, Peng Cheng, Lei Chen, Xuemin Lin:
Crowdrebate: An Effective Platform to Get more Rebate for Customers. 2261-2266 - Yi Lu, Peng Wang, Bo Tang, Shen Liang, Chen Wang, Wei Wang, Jianmin Wang:
GRAB: Finding Time Series Natural Structures via A Novel Graph-based Scheme. 2267-2272 - Hanlin Li, Xiaowei Wu, Leong Hou U, Kun Pang Kou:
Near-Optimal Fixed-Route Scheduling for Crowdsourced Transit System. 2273-2278 - Furqan Baig, Dejun Teng, Jun Kong, Fusheng Wang:
SPEAR: Dynamic Spatio-Temporal Query Processing over High Velocity Data Streams. 2279-2284 - Jaewoo Shin, Jianguo Wang, Walid G. Aref:
The LSM RUM-Tree: A Log Structured Merge R-Tree for Update-intensive Spatial Workloads. 2285-2290 - Yafei Li, Hongyan Gu, Rui Chen, Jianliang Xu, Mingliang Xu:
Top-k Publish/Subscribe for Ride Hitching. 2291-2296 - Wentao Ning, Xiao Yan, Bo Tang:
Towards Efficient MaxBRNN Computation for Streaming Updates. 2297-2302 - Jiaxing Shen, Oren Lederman, Jiannong Cao, Shaojie Tang, Alex 'Sandy' Pentland:
User Profiling based on Nonlinguistic Audio Data. 2303-2308 - Elizabeth Soper, Jordan Hosier, Dustin Bales, Vijay K. Gurbani:
Semantic Search Pipeline: From Query Expansion to Concept Forging. 2309-2314
TKDE Posters
- Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Muxian Wang, Jianzhong Li, Hong Gao:
Leveraging Currency for Repairing Inconsistent and Incomplete Data (Extended Abstract). 2315-2316 - Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunming Hu, Xiang Zhang, Jinpeng Huai:
A Collective Approach to Scholar Name Disambiguation (Extended Abstract). 2317-2318 - Masoud Hemmatpour, Bartolomeo Montrucchio, Maurizio Rebaudengo, Mohammad Sadoghi:
Analyzing In-Memory NoSQL Landscape (Extended Abstract). 2319-2320 - Prashanth Menon, Thamir M. Qadah, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen:
LogStore: A Workload-aware, Adaptable Key-Value Store on Hybrid Storage Systems (Extended abstract). 2321-2322 - Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Nguyen Quoc Viet Hung:
Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks (Extended Abstract). 2323-2324 - Raffaele Perego, Giulio Ermanno Pibiri, Rossano Venturini:
Compressed Indexes for Fast Search of Semantic Data (Extended Abstract). 2325-2326 - Renjie Wu, Eamonn J. Keogh:
FastDTW is approximate and Generally Slower than the Algorithm it Approximates (Extended Abstract). 2327-2328 - Yanni Li, Hui Li, Zhi Wang, Bing Liu, Jiangtao Cui, Hang Fei:
ESA-Stream: Efficient Self-Adaptive Online Data Stream Clustering (Extended Abstract). 2329-2330 - Xupeng Miao, Lingxiao Ma, Zhi Yang, Yingxia Shao, Bin Cui, Lele Yu, Jiawei Jiang:
CuWide: Towards Efficient Flow-based Training for Sparse Wide Models on GPUs (Extended Abstract). 2330-2331 - Xiangyu Ke, Arijit Khan, Mohammad Al Hasan, Rojin Rezvansangsari:
Reliability Maximization in Uncertain Graphs (Extended Abstract). 2332-2333 - Qing Liu, Ziyuan Zhu, Jianliang Xu, Yunjun Gao:
MaxiZone: Maximizing Influence Zone over Geo-Textual Data (Extended Abstract). 2334-2335 - Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong:
Efficient Shapelet Discovery for Time Series Classification (Extended Abstract). 2336-2337 - Jiaxin Jiang, Byron Choi, Jianliang Xu, Sourav S. Bhowmick:
A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs (Extended Abstract). 2338-2339 - Heri Wijayanto, Wenlu Wang, Wei-Shinn Ku, Arbee L. P. Chen:
LShape Partitioning: Parallel Skyline Query Processing using MapReduce (Extended Abstract). 2340-2341 - Zafaryab Rasool, Rui Zhou, Lu Chen, Chengfei Liu, Jiajie Xu:
Index-based Solutions for Efficient Density Peak Clustering (Extended Abstract). 2342-2343 - Congcong Ge, Yunjun Gao, Xiaoye Miao, Bin Yao, Haobo Wang:
A Hybrid Data Cleaning Framework Using Markov Logic Networks (Extended Abstract). 2344-2345 - Jinbin Huang, Xin Huang, Jianliang Xu:
Truss-based Structural Diversity Search in Large Graphs (Extended Abstract). 2346-2347 - Xiaoye Miao, Yunjun Gao, Lu Chen, Huanhuan Peng, Jianwei Yin, Qing Li:
Towards Query Pricing on Incomplete Data (Extended Abstract). 2348-2349 - Mehdi Kargar, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat:
Effective Keyword Search in Weighted Graphs (Extended Abstract). 2350-2351 - Jing Lu, Yuhai Zhao, Kian-Lee Tan, Zhengkui Wang:
Distributed Density Peaks Clustering Revisited (Extended Abstract). 2352-2353 - Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese:
Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract]. 2354-2355 - Chen Ye, Hongzhi Wang, Kangjie Zheng, Youkang Kong, Rong Zhu, Jing Gao, Jianzhong Li:
Constrained Truth Discovery (Extended Abstract). 2356-2357
Tutorials
- Evaggelia Pitoura, Kostas Stefanidis, Georgia Koutrika:
Fairness in Rankings and Recommenders: Models, Methods and Research Directions. 2358-2361 - Ludovico Boratto, Mirko Marras:
Countering Bias in Personalized Rankings : From Data Engineering to Algorithm Development. 2362-2364 - Zhengtong Yan, Jiaheng Lu, Naresh Chainani, Chunbin Lin:
Workload-Aware Performance Tuning for Autonomous DBMSs. 2365-2368 - Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas:
High-Dimensional Similarity Search for Scalable Data Science. 2369-2372 - Fabian Panse, Felix Naumann:
Evaluation of Duplicate Detection Algorithms: From Quality Measures to Test Data Generation. 2373-2376 - Wolfgang Mauerer, Stefanie Scherzinger:
Nullius in Verba: Reproducibility for Database Systems Research, Revisited. 2377-2380
Industrial Papers
Query Optimization and Processing
- Xiao Meng, Günes Aluç:
Exploratory Data Analysis in SAP IQ Using Query-Time Sampling. 2381-2386 - Bo Wang, Zhenyu Hou, Yangyu Tao, Yifeng Lu, Chao Li, Tao Guan, Xiaowei Jiang, Jinlei Jiang:
Swift: Reliable and Low-Latency Data Processing at Cloud Scale. 2387-2398 - Sofoklis Floratos, Ahmad Ghazal, Jason Sun, Jianjun Chen, Xiaodong Zhang:
DBSpinner: Making a Case for Iterative Processing in Databases. 2399-2410 - Guojun Chu, Jingyu Wang, Qi Qi, Haifeng Sun, Shimin Tao, Jianxin Liao:
Prefix-Graph: A Versatile Log Parsing Approach Merging Prefix Tree with Probabilistic Graph. 2411-2422 - Alekh Jindal, Shi Qiao, Rathijit Sen, Hiren Patel:
Microlearner: A fine-grained Learning Optimizer for Big Data Workloads at Microsoft. 2423-2434 - Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang:
Query Rewriting via Cycle-Consistent Translation for E-Commerce Search. 2435-2446
E-Commerce and Recommendations
- Barrie Kersbergen, Sebastian Schelter:
Learnings from a Retail Recommendation System on Billions of Interactions at bol.com. 2447-2452 - Zhuojian Xiao, Yunjiang Jiang, Guoyu Tang, Lin Liu, Sulong Xu, Yun Xiao, Weipeng Yan:
Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint. 2453-2463 - Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui:
Explore User Neighborhood for Real-time E-commerce Recommendation. 2464-2475 - Wen Zhang, Chi Man Wong, Ganqiang Ye, Bo Wen, Wei Zhang, Huajun Chen:
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model. 2476-2487 - Chao Huang, Jiashu Zhao, Dawei Yin:
Purchase Intent Forecasting with Convolutional Hierarchical Transformer Networks. 2488-2498 - Shen Xin, Zhao Li, Pengcheng Zou, Cheng Long, Jie Zhang, Jiajun Bu, Jingren Zhou:
ATNN: Adversarial Two-Tower Neural Network for New Item's Popularity Prediction in E-commerce. 2499-2510
Spatial/Temporal/Cloud/Edge
- Xijun Li, Weilin Luo, Mingxuan Yuan, Jun Wang, Jiawen Lu, Jie Wang, Jinhu Lü, Jia Zeng:
Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems. 2511-2522 - Soteris Constantinou, Andreas Konstantinidis, Demetrios Zeinalipour-Yazti, Panos K. Chrysanthis:
The IoT Meta-Control Firewall. 2523-2534 - Ayush Bandil, Vaishali Girdhar, Hieu Chau, Mohamed Ali, Abdeltawab M. Hendawi, Harsh Govind, Peiwei Cao, Ashley Song:
GeoDart: A System for Discovering Maps Discrepancies. 2535-2546 - Maxime Schoemans, Mahmoud Attia Sakr, Esteban Zimányi:
Implementing Rigid Temporal Geometries in Moving Object Databases. 2547-2558 - Minghui Yang, Shaosheng Cao, Binbin Hu, Xianling Chen, Hengbin Cui, Zhiqiang Zhang, Jun Zhou, Xiaolong Li:
IntelliTag: An Intelligent Cloud Customer Service System Based on Tag Recommendation. 2559-2570 - Rui Shi, Yang Liu, Jianjun Chen, Xuan Zou, Yanbin Chen, Minghua Fan, Zhihao Cai, Guanghui Zhang, Zhiwen Li, Yuming Liang:
IPS: Unified Profile Management for Ubiquitous Online Recommendations. 2571-2582
Analysis and ML over Graphs
- Sihao Hu, Xuhong Zhang, Junfeng Zhou, Shouling Ji, Jiaqi Yuan, Zhao Li, Zhipeng Wang, Qi Chen, Qinming He, Liming Fang:
Turbo: Fraud Detection in Deposit-free Leasing Service via Real-Time Behavior Network Mining. 2583-2594 - Jingdong Li, Zhao Li, Jiaming Huang, Ji Zhang, Xiaoling Wang, Xingjian Lu, Jingren Zhou:
Large-scale Fake Click Detection for E-commerce Recommendation Systems. 2595-2606 - Chi-Man Wong, Fan Feng, Wen Zhang, Chi-Man Vong, Hui Chen, Yichi Zhang, Peng He, Huan Chen, Kun Zhao, Huajun Chen:
Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph. 2607-2612 - Rong Zhu, Andreas Pfadler, Ziniu Wu, Yuxing Han, Xiaoke Yang, Feng Ye, Zhenping Qian, Jingren Zhou, Bin Cui:
Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications. 2613-2624 - Salil Rajeev Joshi, Arpan Somani, Shourya Roy:
ReLink: Complete-Link Industrial Record Linkage Over Hybrid Feature Spaces. 2625-2636 - Andrea Gulino, Stefano Ceri, Georg Gottlob, Emanuel Sallinger, Luigi Bellomarini:
Distributed Company Control in Company Shareholding Graphs. 2637-2648
Demos
Demos 1
- Yael Amsterdamer, Yehuda Callen:
SPARQLIt: Interactive SPARQL Query Refinement. 2649-2652 - Sihem Amer-Yahia, Tova Milo, Brit Youngmann:
SubDEx: Exploring Ratings in Subjective Databases. 2653-2656 - Qi Hu, Lingfeng Ming, Ruijie Xi, Lu Chen, Christian S. Jensen, Bolong Zheng:
SOUP: A Fleet Management System for Passenger Demand Prediction and Competitive Taxi Supply. 2657-2660 - Abdelouahab Khelifati, Mourad Khayati, Philippe Cudré-Mauroux, Adrian Hänni, Qian Liu, Manfred Hauswirth:
VADETIS: An Explainable Evaluator for Anomaly Detection Techniques. 2661-2664 - Kunal Samant, Endrit Memeti, Abhishek Santra, Enamul Karim, Sharma Chakravarthy:
CoWiz: Interactive Covid-19 Visualization Based On Multilayer Network Analysis. 2665-2668 - Lei Bi, Juan Cao, Guohui Li, Nguyen Quoc Viet Hung, Christian S. Jensen, Bolong Zheng:
SpeakNav: A Voice-based Navigation System via Route Description Language Understanding. 2669-2672 - Abdelouahab Chibah, Sihem Amer-Yahia, Laure Berti-Équille:
QeNoBi: A System for QuErying and mining BehavIoral Patterns. 2673-2676
Demos 2
- Yichao Zhou, Wei-Ting Chen, Bowen Zhang, David Lee, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang:
CREATe: Clinical Report Extraction and Annotation Technology. 2677-2680 - Baozhu Liu, Xin Wang, Pengkai Liu, Sizhuo Li, Qiang Fu, Yunpeng Chai:
UniKG: A Unified Interoperable Knowledge Graph Database System. 2681-2684 - Jan Kossmann, Martin Boissier, Alexander Dubrawski, Fabian Heseding, Caterina Mandel, Udo Pigorsch, Max Schneider, Til Schniese, Mona Sobhani, Petr Tsayun, Katharina Wille, Michael Perscheid, Matthias Uflacker, Hasso Plattner:
A Cockpit for the Development and Evaluation of Autonomous Database Systems. 2685-2688 - Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz:
Automated Data Science for Relational Data. 2689-2692 - Michael Fruth, Kai Dauberschmidt, Stefanie Scherzinger:
Josch: Managing Schemas for NoSQL Document Stores. 2693-2696 - Stefanie Scherzinger, Wolfgang Mauerer, Haridimos Kondylakis:
DeBinelle: Semantic Patches for Coupled Database-Application Evolution. 2697-2700 - Uri Avron, Shay Gershtein, Ido Guy, Tova Milo, Slava Novgorodov:
ConCaT: Construction of Category Trees from Search Queries in E-Commerce. 2701-2704
Demos 3
- Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Haoyuan Liu, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song:
A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence. 2705-2708 - Connor Luckett, Andrew Crotty, Alex Galakatos, Ugur Çetintemel:
Odlaw: A Tool for Retroactive GDPR Compliance. 2709-2712 - Daniel Deutch, Ariel Frankenthal, Amir Gilad, Yuval Moskovitch:
PITA: Privacy Through Provenance Abstraction. 2713-2716 - Daniele Foroni, Matteo Lissandrini, Yannis Velegrakis:
The F4U System for Understanding the Effects of Data Quality. 2717-2720 - George Constantinou, Onur Orhan, Roopal Kondepudi, Hyunjae Cho, Seon Ho Kim, Abdullah Alfarrarjeh, Cyrus Shahabi:
FloraVision: A Spatial Crowd-based Learning System for California Native Plants. 2721-2724 - Alyzia Konsta, Ioannis Mytilinis, Katerina Doka, Sotiris Niarchos, Nectarios Koziris:
Clouseau: Blockchain-based Data Integrity for HDFS Clusters. 2725-2728 - Yanan Da, Ritesh Ahuja, Li Xiong, Cyrus Shahabi:
REACT: Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced Mobile Tracking. 2729-2732
PhD Symposium
- Guihong Wan, Haim Schweitzer:
Edge Sparsification for Graphs via Meta-Learning. 2733-2738 - Arthur Vervaet:
MoniLog: An Automated Log-Based Anomaly Detection System for Cloud Computing Infrastructures. 2739-2743 - Weiqi Zhang:
Graph Based Approach to Real-Time Metro Passenger Flow Anomaly Detection. 2744-2749 - Jiayu Huang, Hao Yan, Jing Li, H. Milton Stewart, Frank C. Setzer:
Combining Anatomical Constraints and Deep learning for 3-D CBCT Dental Image Multi-label Segmentation. 2750-2755 - Ziyue Li:
Tensor Topic Models with Graphs and Applications on Individualized Travel Patterns. 2756-2761 - Man Li:
BERT-based Dynamic Clustering of Subway Stations Using Flow Information. 2762-2765
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