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38th ICDE 2022: Kuala Lumpur, Malaysia
- 38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022. IEEE 2022, ISBN 978-1-6654-0883-7
- Kazuki Nakajima, Kazuyuki Shudo:
Social Graph Restoration via Random Walk Sampling. 1-14 - Haibo Wang
, Chaoyi Ma, Shigang Chen, Yuanda Wang:
Online Cardinality Estimation by Self-morphing Bitmaps. 1-13 - Yulin Zhu
BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection. 14-26 - Kai Zhao
MDZ: An Efficient Error-bounded Lossy Compressor for Molecular Dynamics. 27-40 - Yanhao Wang
Streaming Algorithms for Diversity Maximization with Fairness Constraints. 41-53 - Phuc Thai, My T. Thai, Tam Vu, Thang N. Dinh
SaPHyRa: A Learning Theory Approach to Ranking Nodes in Large Networks. 54-67 - Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua:
Discovering Representative Attribute-stars via Minimum Description Length. 68-80 - Jing Tang, Yuqing Zhu, Xueyan Tang, Kai Han:
Distributed Influence Maximization for Large-Scale Online Social Networks. 81-95 - Zhuochen Fan, Yinda Zhang, Tong Yang, Mingyi Yan, Gang Wen, Yuhan Wu, Hongze Li, Bin Cui:
PeriodicSketch: Finding Periodic Items in Data Streams. 96-109 - Juxiang Zeng, Pinghui Wang, Lin Lan, Junzhou Zhao, Feiyang Sun, Jing Tao, Junlan Feng, Min Hu, Xiaohong Guan:
Accurate and Scalable Graph Neural Networks for Billion-Scale Graphs. 110-122 - Zhe Li, Man Lung Yiu, Tsz Nam Chan:
PAW: Data Partitioning Meets Workload Variance. 123-135 - Lun Wang
Enhancing Federated Learning with In-Cloud Unlabeled Data. 136-149 - Adrian Rebmann, Matthias Weidlich, Han van der Aa
GECCO: Constraint-driven Abstraction of Low-level Event Logs. 150-163 - Yikai Zhao
The Stair Sketch: Bringing more Clarity to Memorize Recent Events. 164-177 - Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang:
Effective Few-Shot Named Entity Linking by Meta-Learning. 178-191 - Peng Peng, M. Tamer Özsu
MPC: Minimum Property-Cut RDF Graph Partitioning. 192-204 - Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku:
Time-sensitive POI Recommendation by Tensor Completion with Side Information. 205-217 - Fatemeh Esfahani, Venkatesh Srinivasan, Alex Thomo, Kui Wu:
Nucleus Decomposition in Probabilistic Graphs: Hardness and Algorithms. 218-231 - Guorui Xiao, Jin Wang, Chunbin Lin, Carlo Zaniolo:
Highly Efficient String Similarity Search and Join over Compressed Indexes. 232-244 - Hanchen Wang, Ying Zhang
Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching. 245-258 - Minjia Pan, Rong-Hua Li, Qi Zhang, Yongheng Dai, Qun Tian, Guoren Wang:
Fairness-aware Maximal Clique Enumeration. 259-271 - Anil Pacaci, Angela Bonifati
Evaluating Complex Queries on Streaming Graphs. 272-285 - Renjie Xiao, Yong'an Yuan, Zijing Tan
Dynamic Functional Dependency Discovery with Dynamic Hitting Set Enumeration. 286-298 - Yankai Chen, Yaming Yang, Yujing Wang, Jing Bai, Xiangchen Song, Irwin King
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation. 299-311 - Huaijie Zhu, Wei Liu, Jian Yin, Mengxiang Wang, Jianliang Xu, Xin Huang, Wang-Chien Lee:
Continuous Geo-Social Group Monitoring over Moving Users. 312-324 - Xuefeng Chen, Xin Cao
Constrained Path Search with Submodular Function Maximization. 325-337 - Xiaoliang Xu
Academic Expert Finding via $(k, \mathcal{P})$-Core based Embedding over Heterogeneous Graphs. 338-351 - Jin Xu, Mingjian Chen, Jianqiang Huang, Xingyuan Tang, Ke Hu, Jian Li, Jia Cheng, Jun Lei:
AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020. 352-366 - Yishu Wang, Ye Yuan, Wenjie Zhang
Reachability-Driven Influence Maximization in Time-dependent Road-social Networks. 367-379 - Qi Zhang, Rong-Hua Li, Minjia Pan, Yongheng Dai, Guoren Wang, Ye Yuan:
Efficient Top-k Ego-Betweenness Search. 380-392 - Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao
ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. 393-406 - Jiawei Duan
Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional Space. 407-419 - Luyi Qu, Yuming Li, Rong Zhang, Ting Chen, Ke Shu, Weining Qian, Aoying Zhou:
Application-Oriented Workload Generation for Transactional Database Performance Evaluation. 420-432 - Yufei Wang, Xiang Cheng:
PRISM: Prefix-Sum based Range Queries Processing Method under Local Differential Privacy. 433-445 - Yizhang He
Efficient Reinforcement of Bipartite Networks at Billion Scale. 446-458 - Yu Wang, Chi Harold Liu, Chengzhe Piao, Ye Yuan, Rui Han, Guoren Wang, Jian Tang:
Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented and Distributed Multi-Agent Deep Reinforcement Learning. 459-471 - Kyuhan Lee, Jihoon Ko, Kijung Shin:
SLUGGER: Lossless Hierarchical Summarization of Massive Graphs. 472-484 - Chen Luo, Michael J. Carey:
DynaHash: Efficient Data Rebalancing in Apache AsterixDB. 485-497 - Kai Wang
Efficient Personalized Maximum Biclique Search. 498-511 - Qingshuai Feng, You Peng, Wenjie Zhang
Towards Real-Time Counting Shortest Cycles on Dynamic Graphs: A Hub Labeling Approach. 512-524 - Hua Yan, Shuai Wang, Yu Yang
$O^{2}$-SiteRec: Store Site Recommendation under the O2O Model via Multi-graph Attention Networks. 525-538 - Hanyuan Zhang, Siqiang Luo
Example-based Spatial Search at Scale. 539-551 - Yuanhang Yu
GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction. 552-564 - Zhong Yang
minIL: A Simple and Small Index for String Similarity Search with Edit Distance. 565-577 - Chengying Huan, Hang Liu, Mengxing Liu, Yongchao Liu
TeGraph: A Novel General-Purpose Temporal Graph Computing Engine. 578-592 - Deyu Kong, Xike Xie, Zhuoxu Zhang:
Clustering-based Partitioning for Large Web Graphs. 593-606 - Pierre Faure-Giovagnoli
Assessing the Existence of a Function in a Dataset with the g3 Indicator. 607-620 - Ugo Comignani, Laure Berti-Équille, Noël Novelli, Angela Bonifati
Provenance-aware Discovery of Functional Dependencies on Integrated Views. 621-633 - Wenfei Fan, Liang Geng, Ruochun Jin, Ping Lu, Resul Tugay, Wenyuan Yu:
Linking Entities across Relations and Graphs. 634-647 - Zhen Song
EC-Graph: A Distributed Graph Neural Network System with Error-Compensated Compression. 648-660 - Yuya Sasaki, George Fletcher, Makoto Onizuka
Language-aware Indexing for Conjunctive Path Queries. 661-673 - Jiayu Lei, Zheng Zhang, Lan Zhang, Xiang-Yang Li:
COCA: Cost-Effective Collaborative Annotation System by Combining Experts and Amateurs. 674-685 - Junhua Zhang, Wentao Li
Reachability Labeling for Distributed Graphs. 686-698 - Xiao Luo
DualGraph: Improving Semi-supervised Graph Classification via Dual Contrastive Learning. 699-712 - Guanyao Li, Xiaofeng Wang, Gunarto Sindoro Njoo, Shuhan Zhong, S.-H. Gary Chan, Chih-Chieh Hung
A Data-Driven Spatial-Temporal Graph Neural Network for Docked Bike Prediction. 713-726 - Wei Guo, Can Zhang
MISS: Multi-Interest Self-Supervised Learning Framework for Click-Through Rate Prediction. 727-740 - Yuyan Chen, Yanghua Xiao, Bang Liu:
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation. 741-754 - Kaiqi Zhang, Hong Gao, Xixian Han, Jian Chen, Jianzhong Li:
Maximizing Range Sum in Trajectory Data. 755-766 - Zhida Jiang, Yang Xu, Hongli Xu, Zhiyuan Wang, Chunming Qiao, Yangming Zhao:
FedMP: Federated Learning through Adaptive Model Pruning in Heterogeneous Edge Computing. 767-779 - Zijin Feng, Miao Qiao, Hong Cheng:
Clustering Activation Networks. 780-792 - Akihiro Yamaguchi, Ken Ueno, Hisashi Kashima:
Learning Evolvable Time-series Shapelets. 793-805 - Harshad Deshmukh, Bruhathi Sundarmurthy, Jignesh M. Patel:
On inter-operator data transfers in query processing. 820-832 - Sepideh Nikookar, Paras Sakharkar, Baljinder Smagh, Sihem Amer-Yahia, Senjuti Basu Roy:
Guided Task Planning Under Complex Constraints. 833-845 - Chenji Huang, Yixiang Fang
Estimating Node Importance Values in Heterogeneous Information Networks. 846-858 - Xiaochen Liu, Weiguo Zheng, Zhenyi Chen, Zhenying He, X. Sean Wang:
Querying Maximum Quasi-independent Set by Pay-and-Recycle. 859-871 - Geonmo Gu, Yehyun Nam
Efficient Graph Isomorphism Query Processing using Degree Sequences and Color-Label Distributions. 872-884 - Yan Li, Liwei Wang, Sheng Wang, Yuan Sun, Zhiyong Peng:
A Resource-Aware Deep Cost Model for Big Data Query Processing. 885-897 - Wensheng Luo, Kenli Li, Xu Zhou, Yunjun Gao, Keqin Li:
Maximum Biplex Search over Bipartite Graphs. 898-910 - Junhao Wang, Lan Zhang, Anran Li, Xuanke You, Haoran Cheng:
Efficient Participant Contribution Evaluation for Horizontal and Vertical Federated Learning. 911-923 - Akhil A. Dixit, Phokion G. Kolaitis:
Consistent Answers of Aggregation Queries via SAT. 924-937 - Libin Zheng, Peng Cheng
Crowdsourced Fact Validation for Knowledge Bases. 938-950 - Antônio Cavalcante Araújo Neto, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Jörg Sander:
CORE-SG: Efficient Computation of Multiple MSTs for Density-Based Methods. 951-964 - Qinbin Li, Yiqun Diao, Quan Chen, Bingsheng He:
Federated Learning on Non-IID Data Silos: An Experimental Study. 965-978 - Hancheng Wang, Haipeng Dai, Meng Li, Jun Yu, Rong Gu, Jiaqi Zheng, Guihai Chen:
Bamboo Filters: Make Resizing Smooth. 979-991 - Sha Zhao, Junwei Fang, Shiwei Zhao, Runze Wu, Jianrong Tao, Shijian Li, Gang Pan:
T-Detector: A Trajectory based Pre-trained Model for Game Bot Detection in MMORPGs. 992-1003 - Kai Yao
Computing Maximum Structural Balanced Cliques in Signed Graphs. 1004-1016 - Haoyang Li, Shimin Di
Black-box Adversarial Attack and Defense on Graph Neural Networks. 1017-1030 - Yuejia Zhang, Weiguo Zheng, Zhijie Zhang, Peng Peng, Xuecang Zhang
Hybrid Subgraph Matching Framework Powered by Sketch Tree for Distributed Systems. 1031-1043 - Xiaoye Miao, Huanhuan Peng, Kai Chen, Yuchen Peng, Yunjun Gao, Jianwei Yin:
Maximizing Time-aware Welfare for Mixed Items. 1044-1057 - Naser Ahmadi, Hansjorg Sand, Paolo Papotti:
Unsupervised Matching of Data and Text. 1058-1070 - Cai Deng
imDedup: A Lossless Deduplication Scheme to Eliminate Fine-grained Redundancy among Images. 1071-1084 - Satadisha Saha Bhowmick, Eduard C. Dragut, Weiyi Meng:
Boosting Entity Mention Detection for Targetted Twitter Streams with Global Contextual Embeddings. 1085-1097 - Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta:
Discovering Domain Orders via Order Dependencies. 1098-1110 - Ghadeer Abuoda, Saravanan Thirumuruganathan, Ashraf Aboulnaga
Accelerating Entity Lookups in Knowledge Graphs Through Embeddings. 1111-1123 - Kathleen Cachel, Elke A. Rundensteiner, Lane Harrison:
MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus Ranking. 1124-1137 - Deming Chu, Fan Zhang, Wenjie Zhang
Hierarchical Core Decomposition in Parallel: From Construction to Subgraph Search. 1138-1151 - Qianhao Cong
Cost-Effective Algorithms for Average-Case Interactive Graph Search. 1152-1165 - Xiaoye Miao, Yue Liu
Reliable Community Search on Uncertain Graphs. 1166-1179 - Yanchao Tan, Carl Yang, Xiangyu Wei, Chaochao Chen, Longfei Li, Xiaolin Zheng:
Enhancing Recommendation with Automated Tag Taxonomy Construction in Hyperbolic Space. 1180-1192 - Jiabao Jin, Peng Cheng
GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models. 1193-1205 - Chengmin Wu, Enrui Hu, Ke Zhan, Lan Luo, Xinyu Zhang, Hao Jiang, Qirui Wang, Zhao Cao, Fan Yu, Lei Chen:
Triple-Fact Retriever: An explainable reasoning retrieval model for multi-hop QA problem. 1206-1218 - Shuang Hao
A Model-Agnostic Approach for Learning with Noisy Labels of Arbitrary Distributions. 1219-1231 - Panpan Qi, Dan Li, See-Kiong Ng:
MAD-SGCN: Multivariate Anomaly Detection with Self-learning Graph Convolutional Networks. 1232-1244 - Zhihao Chen
BlockOPE: Efficient Order-Preserving Encryption for Permissioned Blockchain. 1245-1258 - Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong Zhang, Bolin Ding, Bin Cui:
Contrastive Learning for Sequential Recommendation. 1259-1273 - Daizong Ding, Mi Zhang, Yuanmin Huang
Towards Backdoor Attack on Deep Learning based Time Series Classification. 1274-1287 - Panagiotis Liakos, Katia Papakonstantinopoulou, Theodore Stefou, Alex Delis:
On Compressing Temporal Graphs. 1301-1313 - Jim Verheijde, Vassilios Karakoidas, Marios Fragkoulis, Asterios Katsifodimos:
S-QUERY: Opening the Black Box of Internal Stream Processor State. 1314-1327 - Yingjie Lao, Peng Yang, Weijie Zhao, Ping Li:
Identification for Deep Neural Network: Simply Adjusting Few Weights! 1328-1341 - Tung Kieu
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. 1342-1354 - Tiankai Gu, Chaokun Wang, Cheng Wu, Yunkai Lou, Jingcao Xu, Changping Wang, Kai Xu, Can Ye, Yang Song:
HybridGNN: Learning Hybrid Representation for Recommendation in Multiplex Heterogeneous Networks. 1355-1367 - Supawit Chockchowwat, Chaitanya Sood, Yongjoo Park
Airphant: Cloud-oriented Document Indexing. 1368-1381 - Bruhathi Sundarmurthy, Harshad Deshmukh, Paris Koutris, Jeffrey F. Naughton:
Salvaging failing and straggling queries. 1382-1395 - Zhao Lu, Yuanyuan Zhu, Ming Zhong
On Time-optimal (k, p)-core Community Search in Dynamic Graphs. 1396-1407 - Atul Sandur, Chanho Park, Stavros Volos, Gul Agha, Myeongjae Jeon:
Jarvis: Large-scale Server Monitoring with Adaptive Near-data Processing. 1408-1422 - Suraj Shetiya
Fairness-Aware Range Queries for Selecting Unbiased Data. 1423-1436 - Fuyuan Lyu, Xing Tang
Memorize, Factorize, or be Naive: Learning Optimal Feature Interaction Methods for CTR Prediction. 1450-1462 - Samaa Gazzaz, Vishal Chakraborty, Faisal Nawab:
Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems. 1463-1476 - Renjie Wu
When is Early Classification of Time Series Meaningful? (Extended Abstract). 1477-1478 - Renjie Wu
Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress (Extended Abstract). 1479-1480 - Xinrui Wang, Hong Gao, Zhipeng Cai, Jianzhong Li:
Who Should Deserve Investment? Attractive Individual and Group Search in Dynamic Information Networks (Extended Abstract). 1481-1482 - Kaiqiang Yu, Cheng Long, Deepak P, Tanmoy Chakraborty:
On Efficient Large Maximal Biplex Discovery (Extended abstract). 1483-1484 - Shiwei Wei, Yuping Wang, Yiu-ming Cheung:
A Branch Elimination-based Efficient Algorithm for Large-scale Multiple Longest Common Subsequence Problem (Extended Abstract). 1485-1486 - Zhao Chang
Efficient and Oblivious Query Processing for Range and kNN Queries (Extended Abstract). 1487-1488 - Luming Sun, Cuiping Li, Tao Ji, Hong Chen:
MOSE: A Monotonic Selectivity Estimator Using Learned CDF (Extended abstract). 1489-1490 - Lin Chen, Jihong Yu
Multiset Membership Lookup in Large Datasets (Extended abstract). 1491-1492 - Chen Chen
Maximum Signed $\theta$-Clique Identification in Large Signed Graphs (Extended abstract). 1493-1494 - Renjie Sun, Chen Chen
Stable Community Detection in Signed Social Networks (Extended abstract). 1495-1496 - Shu Zhao, Ziwei Du, Jie Chen, Yanping Zhang, Jie Tang, Philip S. Yu:
Hierarchical Representation Learning for Attributed Networks. 1497-1498 - Shuang Liang
DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion: (Extended Abstract). 1499-1500 - Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan, Kian-Lee Tan, Gang Chen:
Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract). 1501-1502 - Peizhong Yang, Lizhen Wang, Xiaoxuan Wang, Lihua Zhou:
SCPM-CR: A Novel Method for Spatial Co-location Pattern Mining with Coupling Relation Consideration. 1503-1504 - Harry Kai-Ho Chan
Cost-Aware and Distance-Constrained Collective Spatial Keyword Query (Extended Abstract). 1505-1506 - Sergi Nadal
Graph-Driven Federated Data Management (Extended Abstract). 1507-1508 - Thanh Trung Huynh, Duong Chi Thang, Thanh Tam Nguyen, Van Vinh Tong, Abdul Sattar, Hongzhi Yin
Network Alignment with Holistic Embeddings (Extended Abstract). 1509-1510 - Xubo Wang, Dong Wen, Lu Qin
ScaleG: A Distributed Disk-based System for Vertex-centric Graph Processing (Extended Abstract). 1511-1512 - Jiewen Guan, Xin Huang, Bilian Chen:
Community-aware Social Recommendation: A Unified SCSVD Framework (Extended Abstract). 1513-1514 - Qiangqiang Dai
Core Decomposition on Uncertain Graphs Revisited (Extended Abstract). 1515-1516 - Josep Domingo-Ferrer, Jordi Soria-Comas:
Multi-Dimensional Randomized Response. 1517-1518 - Renhe Jiang
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract). 1519-1520 - Satadisha Saha Bhowmick, Eduard C. Dragut, Weiyi Meng:
TwiCS: Twitter Stream Entity Mention Detection (Extended Abstract). 1521-1522 - Zhixin Qi, Hongzhi Wang, Haoran Zhang:
A Dual-Store Structure for Knowledge Graphs (Extended Abstract). 1523-1524 - Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao:
Platform-Oriented Event Time Allocation(Extended Abstract). 1525-1536 - Jiahao Zhang, Man Lung Yiu, Bo Tang, Qing Li
Fast Error-Bounded Distance Distribution Computation (Extended Abstract). 1527-1528 - Shichao Pei, Lu Yu, Xiangliang Zhang
Set-aware Entity Synonym Discovery with Flexible Receptive Fields (Extended Abstract). 1529-1530 - Penghang Liu, Valerio Guarrasi, Ahmet Erdem Sariyüce:
Temporal Network Motifs: Models, Limitations, Evaluation (Extended abstract). 1531-1532 - Tong Chen, Hongzhi Yin
Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning (Extended Abstract). 1533-1534 - Yu Chen, Yong Zhang, Jin Wang, Jiacheng Wu, Chunxiao Xing:
Efficient EMD-based Similarity Search via Batch Pruning and Incremental Computation (Extended Abstract). 1535-1536 - Yu Liu, Lei Zou, Zhewei Wei:
Building Graphs at Scale via Sequence of Edges: Model and Generation Algorithms (Extended Abstract). 1537-1538 - Kangfei Zhao, Zhiwei Zhang, Yu Rong, Jeffrey Xu Yu, Junzhou Huang
Finding Critical Users in Social Communities via Graph Convolutions (Extended Abstract). 1539-1540 - Junaid Ali, Mahmoudreza Babaei, Abhijnan Chakraborty, Baharan Mirzasoleiman, Krishna P. Gummadi
On the Fairness of Time-Critical Influence Maximization in Social Networks (Extended Abstract). 1541-1542 - Junfeng Zhou, Jeffrey Xu Yu, Yaxian Qiu, Xian Tang, Ziyang Chen, Ming Du:
Fast Reachability Queries Answering based on RCN Reduction (Extended abstract). 1543-1544 - Chengbin Hou
GloDyNE: Global Topology Preserving Dynamic Network Embedding (Extended Abstract). 1545-1546 - Dawei Cheng, Chen Chen
Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs (Extended abstract). 1547-1548 - Shangyu Xie, Meisam Mohammady, Han Wang, Lingyu Wang, Jaideep Vaidya, Yuan Hong:
A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing (Extended Abstract). 1549-1550 - Seiya Jumonji, Kazuya Sakai, Min-Te Sun, Wei-Shinn Ku:
Privacy-Preserving Collaborative Filtering Using Fully Homomorphic Encryption. 1551-1552 - Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang:
Event Popularity Prediction Using Influential Hashtags from Social Media (Extended Abstract). 1553-1554 - Lingxiao Li, Muhammad Aamir Cheema, Hua Lu, Mohammed Eunus Ali, Adel Nadjaran Toosi:
Comparing Alternative Route Planning Techniques: A Comparative User Study on Melbourne, Dhaka and Copenhagen Road Networks (Extended Abstract). 1555-1556 - Zitong Chen, Ada Wai-Chee Fu, Cheng Long, Yang Wu:
k-Pleased Querying (Extended Abstract). 1557-1558 - Yexuan Shi
Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation (Extended Abstract). 1559-1560 - Xupeng Miao, Wentao Zhang, Yingxia Shao, Bin Cui, Lei Chen, Ce Zhang, Jiawei Jiang:
Lasagne: A Multi-Layer Graph Convolutional Network Framework via Node-aware Deep Architecture (Extended Abstract). 1561-1562 - Chia-Yu Lo, Wen-Hsing Huang, Ming-Feng Ho, Min-Te Sun, Ling-Jyh Chen, Kazuya Sakai, Wei-Shinn Ku:
Recurrent Learning on $\text{PM}_{2.5}$ Prediction Based on Clustered Airbox Dataset: Extended Abstract. 1563-1564 - Dimitris Bertsimas, Vassilis Digalakis:
Frequency Estimation in Data Streams: Learning the Optimal Hashing Scheme (Extended Abstract). 1565-1566 - I-Chung Hsieh, Cheng-Te Li:
CoANE: Modeling Context Co-occurrence for Attributed Network Embedding. 1567-1568 - Fanwei Zhu, Yuan Fang
Unified and Incremental SimRank: Index-free Approximation with Scheduled Principle (Extended Abstract). 1569-1570 - Zemin Liu, Yuan Fang
Neighbor-Anchoring Adversarial Graph Neural Networks (Extended Abstract). 1571-1572 - Chen Chen, Ye Yuan, Zhenyu Wen, Guoren Wang, Anteng Li:
GQP: A Framework for Scalable and Effective Graph Query-based Pricing. 1573-1585 - Jianchun Liu, Yang Xu, Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang:
Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing. 1586-1597 - Zhenxiao Luo, Lu Niu, Venki Korukanti, Yutian Sun, Masha Basmanova, Yi He, Beinan Wang, Devesh Agrawal, Hao Luo, Chunxu Tang, Ashish Singh, Yao Li, Peng Du, Girish Baliga, Maosong Fu:
From Batch Processing to Real Time Analytics: Running Presto® at Scale. 1598-1609 - Nicolas Bruno, Johnny Debrodt, Chujun Song, Wei Zheng:
Computation Reuse via Fusion in Amazon Athena. 1610-1620 - Nan Yin, Fuli Feng, Zhigang Luo, Xiang Zhang, Wenjie Wang, Xiao Luo
Dynamic Hypergraph Convolutional Network. 1621-1634 - Masoumeh Shafieinejad, Suraj Gupta, Jin Yang Liu, Koray Karabina, Florian Kerschbaum:
Equi-Joins over Encrypted Data for Series of Queries. 1635-1648 - Arash Dargahi Nobari, Davood Rafiei:
Efficiently Transforming Tables for Joinability. 1649-1661 - Shu Lin, Arunprasad P. Marathe, Per-Åke Larson, Chong Chen, Calvin Sun, Paul Lee, Weidong Yu, Jianwei Li, Juncai Meng, Roulin Lin, Xiaoyang Chen, Qingping Zhu:
Near Data Processing in Taurus Database. 1662-1674 - Inju Na
Regular Path Query Evaluation Sharing a Reduced Transitive Closure Based on Graph Reduction. 1675-1686 - Xu Zhou, Shiting Liang, Kenli Li, Yunjun Gao, Keqin Li:
Bilateral Preference-aware Task Assignment in Spatial Crowdsourcing. 1687-1699 - Peilun Yang, Hanchen Wang, Defu Lian
TMN: Trajectory Matching Networks for Predicting Similarity. 1700-1713 - Zhen Wu, Jingya Zhou, Ling Liu, Chaozhuo Li, Fei Gu:
Deep Popularity Prediction in Multi-Source Cascade with HERI-GCN. 1714-1726 - Fengmei Jin
Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories. 1727-1739 - Feng Han, Lan Zhang, Hanwen Feng, Weiran Liu, Xiang-Yang Li:
Scape: Scalable Collaborative Analytics System on Private Database with Malicious Security. 1740-1753 - Sicong Dong, Xupeng Miao, Pengkai Liu, Xin Wang, Bin Cui, Jianxin Li
HET-KG: Communication-Efficient Knowledge Graph Embedding Training via Hotness-Aware Cache. 1754-1766 - Yi Xie, Wen Li, Yuqing Sun
Subspace Embedding Based New Paper Recommendation. 1767-1780 - Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong:
IPS: Instance Profile for Shapelet Discovery for Time Series Classification. 1781-1793 - Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Feifei Li, Gang Chen:
A Comparative Study of in-Database Inference Approaches. 1794-1807 - Xinying Yang, Sheng Wang, Feifei Li, Yuan Zhang, Wenyuan Yan, Fangyu Gai, Benquan Yu, Likai Feng, Qun Gao, Yize Li:
Ubiquitous Verification in Centralized Ledger Database. 1808-1821 - Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan:
OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. 1822-1834 - Xiangyu Gao
Dynamic Approximate Maximum Independent Set on Massive Graphs. 1835-1847 - Xingxing Xiao
Rank-Regret Minimization. 1848-1860 - Sagar Shedge, Nishant Sharma, Anant Agarwal, Mohammed Abouzour, Günes Aluç:
An Extended SSD-Based Cache for Efficient Object Store Access in SAP IQ. 1861-1873 - Yunfei Liu, Zhen Liu, Xiaodong Feng, Zhongyi Li:
Robust Attributed Network Embedding Preserving Community Information. 1874-1886 - Renjie Sun, Yanping Wu, Chen Chen
Maximal Balanced Signed Biclique Enumeration in Signed Bipartite Graphs. 1887-1899 - Guimu Guo, Da Yan, Lyuheng Yuan, Jalal Khalil, Cheng Long, Zhe Jiang
Maximal Directed Quasi -Clique Mining. 1900-1913 - Yunfan Kang, Amr Magdy:
EMP: Max-P Regionalization with Enriched Constraints. 1914-1926 - Haixin Wang, Cheng Xu
vChain+: Optimizing Verifiable Blockchain Boolean Range Queries. 1927-1940 - You Peng, Song Bian, Rui Li, Sibo Wang
Finding Top-r Influential Communities under Aggregation Functions. 1941-1954 - Zhirong Yuan, You Peng, Peng Cheng
Efficient $k-\text{clique}$ Listing with Set Intersection Speedup. 1955-1968 - Yuanyuan Zeng, Wangdong Yang, Xu Zhou, Guoqing Xiao, Yunjun Gao, Kenli Li:
Distributed Set Label-Constrained Reachability Queries over Billion-Scale Graphs. 1969-1981 - Sheng Xiang, Dawei Cheng, Jianfu Zhang, Zhenwei Ma, Xiaoyang Wang
Efficient Learning-based Community-Preserving Graph Generation. 1982-1994 - Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li:
Adaptive Code Learning for Spark Configuration Tuning. 1995-2007 - Yuhan Liu, Suyun Zhao, Yixuan Liu, Dan Zhao, Hong Chen, Cuiping Li:
Collecting Triangle Counts with Edge Relationship Local Differential Privacy. 2008-2020 - Luigi Bellomarini, Markus Nissl, Emanuel Sallinger:
iTemporal: An Extensible Generator of Temporal Benchmarks. 2021-2033 - Liuyin Wang, Xianghong Xu
Self-Supervised Dual-Channel Attentive Network for Session-based Social Recommendation. 2034-2045 - Xinbiao Gan, Yiming Zhang, Ruigeng Zeng, Jie Liu, Ruibo Wang, Tiejun Li, Li Chen, Kai Lu:
XTree: Traversal-Based Partitioning for Extreme-Scale Graph Processing on Supercomputers. 2046-2059 - Ting Deng, Wenfei Fan, Ping Lu, Xiaomeng Luo, Xiaoke Zhu
Deep and Collective Entity Resolution in Parallel. 2060-2072 - Haowen Dong, Chengliang Chai, Yuyu Luo, Jiabin Liu, Jianhua Feng, Chaoqun Zhan:
RW-Tree: A Learned Workload-aware Framework for R-tree Construction. 2073-2085 - En Wang, Yiheng Jiang
Spatial-Temporal Interval Aware Sequential POI Recommendation. 2086-2098 - Chaoyu Gong, Yongbin Liu, Di Fu, Yong Liu, Pei-hong Wang, Yang You:
Self-reconstructive evidential clustering for high-dimensional data. 2099-2112 - Chaoyu Gong, Yongbin Li, Yong Liu, Pei-hong Wang, Yang You:
Joint Evidential $K$-Nearest Neighbor Classification. 2113-2126 - Ziyue Zhong, Meihui Zhang, Ju Fan, Chenxiao Dou:
Semantics Driven Embedding Learning for Effective Entity Alignment. 2127-2140 - Xuanhao Chen
Influence-aware Task Assignment in Spatial Crowdsourcing. 2141-2153 - Shuai An, Yang Cao
Competitive Consistent Caching for Transactions. 2154-2167 - Guanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang:
PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search. 2168-2181 - Rong Gu, Kai Zhang, Zhihao Xu, Yang Che, Bin Fan, Haojun Hou, Haipeng Dai, Li Yi, Yu Ding, Guihai Chen, Yihua Huang:
Fluid: Dataset Abstraction and Elastic Acceleration for Cloud-native Deep Learning Training Jobs. 2182-2195 - Xuanhe Zhou, Luyang Liu, Wenbo Li, Lianyuan Jin, Shifu Li, Tianqing Wang, Jianhua Feng:
AutoIndex: An Incremental Index Management System for Dynamic Workloads. 2196-2208 - Jiangxia Cao, Jiawei Sheng, Xin Cong, Tingwen Liu, Bin Wang:
Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck. 2209-2223 - Yuezihan Jiang, Yu Cheng, Hanyu Zhao, Wentao Zhang, Xupeng Miao, Yu He, Liang Wang, Zhi Yang, Bin Cui:
Zoomer: Boosting Retrieval on Web-scale Graphs by Regions of Interest. 2224-2236 - Da Yan, Md Mashiur Rahman Chowdhury, Guimu Guo, Jalal Khalil, Zhe Jiang
Distributed Task-Based Training of Tree Models. 2237-2249 - Yao Tian
DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing. 2250-2262 - Maria Massri, Zoltán Miklós, Philippe Raipin Parvédy, Pierre Meye:
Clock-G: A temporal graph management system with space-efficient storage technique. 2263-2276 - Chrysanthi Kosyfaki
Provenance in Temporal Interaction Networks. 2277-2290 - Kai Wang
Discovering Hierarchy of Bipartite Graphs with Cohesive Subgraphs. 2291-2305 - Huajun He, Ruiyuan Li, Sijie Ruan, Tianfu He, Jie Bao, Tianrui Li
TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores. 2306-2318 - Shinhwan Kang, Kyuhan Lee, Kijung Shin:
Personalized Graph Summarization: Formulation, Scalable Algorithms, and Applications. 2319-2332 - Gengda Zhao, Kai Wang
Efficient Computation of Cohesive Subgraphs in Uncertain Bipartite Graphs. 2333-2345 - Aman Abidi
On Maximising the Vertex Coverage for Top-k t-Bicliques in Bipartite Graphs. 2346-2358 - Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu:
Synthesizing Privacy Preserving Entity Resolution Datasets. 2359-2371 - Bolong Zheng, Jingyi Wan, Yongyong Gao, Yong Ma, Kai Huang, Xiaofang Zhou, Christian S. Jensen:
Workload-Aware Shortest Path Distance Querying in Road Networks. 2372-2384 - Nico Schäfer, Sebastian Michel:
BETZE: Benchmarking Data Exploration Tools with (Almost) Zero Effort. 2385-2398 - Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu
Evolutionary Clustering of Moving Objects. 2399-2411 - Marcelo Arenas, Pedro Bahamondes, Amir Aghasadeghi, Julia Stoyanovich:
Temporal Regular Path Queries. 2412-2425 - Kanchan Chowdhury, Venkata Vamsikrishna Meduri, Mohamed Sarwat:
A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets. 2426-2439 - Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei
Improving Fairness for Data Valuation in Horizontal Federated Learning. 2440-2453 - Jun-Gi Jang, U Kang:
DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense Tensors. 2454-2467 - Ruiyuan Li, Liang Zhang, Juan Pan, Junwen Liu, Peng Wang, Nianjun Sun, Shanmin Wang, Chao Chen, Fuqiang Gu, Songtao Guo:
Apache ShardingSphere: A Holistic and Pluggable Platform for Data Sharding. 2468-2480 - Rui Kang
Conditional Regression Rules. 2481-2493 - Sian Jin, Sheng Di, Jiannan Tian, Suren Byna
Improving Prediction-Based Lossy Compression Dramatically via Ratio-Quality Modeling. 2494-2507 - Yun Peng, Byron Choi, Tsz Nam Chan, Jianliang Xu:
LAN: Learning-based Approximate k-Nearest Neighbor Search in Graph Databases. 2508-2521 - Yuedan Chen, Guoqing Xiao, M. Tamer Özsu
Exploiting Hierarchical Parallelism and Reusability in Tensor Kernel Processing on Heterogeneous HPC Systems. 2522-2535 - Ye Yuan, Delong Ma
Consistent Subgraph Matching over Large Graphs. 2536-2548 - Xiaoze Liu
PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud Databases. 2549-2561 - Johannes Haug, Klaus Broelemann, Gjergji Kasneci
Dynamic Model Tree for Interpretable Data Stream Learning. 2562-2574 - Yonghai Gong, Yichuan Li
FedADMM: A Robust Federated Deep Learning Framework with Adaptivity to System Heterogeneity. 2575-2587 - Sen Gao, Rong-Hua Li, Hongchao Qin, Hongzhi Chen, Ye Yuan, Guoren Wang:
Colorful h-star Core Decomposition. 2588-2601 - Wangze Ni, Peng Cheng
Mixing Transactions with Arbitrary Values on Blockchains. 2602-2614 - Xiaonan Nie, Xupeng Miao, Zhi Yang, Bin Cui:
TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting. 2615-2628 - Ruben Mayer, Kamil Orujzade, Hans-Arno Jacobsen:
Out-of-Core Edge Partitioning at Linear Run-Time. 2629-2642 - Dazhong Rong
FedRecAttack: Model Poisoning Attack to Federated Recommendation. 2643-2655 - Zhongqiang Gao, Chuanqi Cheng, Yanwei Yu, Lei Cao
Scalable Motif Counting for Large-scale Temporal Graphs. 2656-2668 - Harish Doraiswamy, Juliana Freire:
SPADE: GPU-Powered Spatial Database Engine for Commodity Hardware. 2669-2681 - Kai Zou, Xike Xie, Qi Li, Deyu Kong:
GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph Processing. 2682-2694 - Oren Kalinsky, Aidan Hogan, Oren Mishali, Yoav Etsion, Benny Kimelfeld:
Exploration of Knowledge Graphs via Online Aggregation. 2695-2708 - Tommaso Teofili, Donatella Firmani, Nick Koudas, Vincenzo Martello, Paolo Merialdo, Divesh Srivastava:
Effective Explanations for Entity Resolution Models. 2709-2721 - Wentao Wu, Philip A. Bernstein, Alex Raizman, Christina Pavlopoulou:
Factor Windows: Cost-based Query Rewriting for Optimizing Correlated Window Aggregates. 2722-2734 - Qi Zhou, Joy Arulraj, Shamkant B. Navathe, William Harris, Jinpeng Wu:
SPES: A Symbolic Approach to Proving Query Equivalence Under Bag Semantics. 2735-2748 - Wentao Li
Manipulating Structural Graph Clustering. 2749-2761 - Huajie Qian, Qingsong Wen
RobustScaler: QoS-Aware Autoscaling for Complex Workloads. 2762-2775 - Yueting Chen, Xiaohui Yu
Ranked Window Query Retrieval over Video Repositories. 2776-2791 - Ming Chen, Renxiang Zhou, Hanhua Chen, Jiang Xiao, Hai Jin, Bo Li:
Horae: A Graph Stream Summarization Structure for Efficient Temporal Range Query. 2792-2804 - Yudong Niu, Yuchen Li
Local Clustering over Labeled Graphs: An Index-Free Approach. 2805-2817 - Amelie Chi Zhou, Juanyun Luo, Ruibo Qiu, Haobin Tan, Bingsheng He, Rui Mao:
Adaptive Partitioning for Large-Scale Graph Analytics in Geo-Distributed Data Centers. 2818-2830 - Lingkai Meng, Long Yuan
Index-based Structural Clustering on Directed Graphs. 2831-2844 - Ya-Wen Teng, Yishuo Shi, De-Nian Yang, Wang-Chien Lee, Philip S. Yu, Ying-Liang Lu, Ming-Syan Chen:
Epidemic Spread Optimization for Disease Containment with NPIs and Vaccination. 2845-2858 - Wei Cao, Feifei Li, Gui Huang, Jianghang Lou, Jianwei Zhao, Dengcheng He, Mengshi Sun, Yingqiang Zhang
PolarDB-X: An Elastic Distributed Relational Database for Cloud-Native Applications. 2859-2872 - Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen:
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning. 2873-2885 - Jiahao Yuan, Wendi Ji, Dell Zhang, Jinwei Pan, Xiaoling Wang:
Micro-Behavior Encoding for Session-based Recommendation. 2886-2899 - Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan:
Towards Spatio- Temporal Aware Traffic Time Series Forecasting. 2900-2913 - Yuxiang Wang, Arijit Khan
Aggregate Queries on Knowledge Graphs: Fast Approximation with Semantic-aware Sampling. 2914-2927 - Aécio S. R. Santos, Aline Bessa, Christopher Musco, Juliana Freire:
A Sketch-based Index for Correlated Dataset Search. 2928-2941 - Yan Zhang
Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations. 2942-2955 - Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska:
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. 2956-2968 - John Paparrizos
Fast Adaptive Similarity Search through Variance-Aware Quantization. 2969-2983 - Zhonghang Li
Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction. 2984-2996 - Amirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, Onur Mutlu:
Polynesia: Enabling High-Performance and Energy-Efficient Hybrid Transactional/Analytical Databases with Hardware/Software Co-Design. 2997-3011 - Zhengyu Chen
BA-GNN: On Learning Bias-Aware Graph Neural Network. 3012-3024 - Jing Zhao, Peng Wang, Bo Tang, Lu Liu, Chen Wang, Wei Wang, Jianmin Wang
Constructing Compact Time Series Index for Efficient Window Query Processing. 3025-3037 - Tung Kieu
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection. 3038-3050 - Saravanan Thirumuruganathan, Suraj Shetiya
Prediction Intervals for Learned Cardinality Estimation: An Experimental Evaluation. 3051-3064 - Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska:
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. 3065-3077 - Haoqiong Bian, Anastasia Ailamaki:
Pixels: An Efficient Column Store for Cloud Data Lakes. 3078-3090 - Diego Arroyuelo, Aidan Hogan, Gonzalo Navarro, Javiel Rojas-Ledesma:
Time- and Space-Efficient Regular Path Queries. 3091-3105 - Hanchao Ma, Sheng Guan, Mengying Wang
Subgraph Query Generation with Fairness and Diversity Constraints. 3106-3118 - Xiaoliang Wang, Peiquan Jin, Bei Hua, Hai Long, Wei Huang:
Reducing Write Amplification of LSM-Tree with Block-Grained Compaction. 3119-3131 - Lu Bai, Yuhang Jiao, Lixin Cui, Luca Rossi, Yue Wang, Philip S. Yu, Edwin R. Hancock:
Learning Graph Convolutional Networks based on Quantum Vertex Information Propagation (Extended Abstract). 3132-3133 - Bo Tang, Jian Zeng, Qiandong Tang, Chuan Yang, Qiaomu Shen
CheetahKG: A Demonstration for Core-based Top-$k$ Frequent Pattern Discovery on Knowledge Graphs. 3134-3137 - Hao Zhang, Qiyan Li, Kangfei Zhao, Jeffrey Xu Yu, Yuanyuan Zhu:
How Learning Can Help Complex Cyclic Join Decomposition. 3138-3141 - Zichen Zhu, Siqiang Luo
VC-Tune: Tuning and Exploring Distributed Vertex-Centric Graph Systems. 3142-3145 - Mashaal Musleh
A Demonstration of RASED: A Scalable Dashboard for Monitoring Road Network Updates in OSM. 3146-3149 - Jiazun Chen, Jun Gao:
VICS-GNN: A Visual Interactive System for Community Search via Graph Neural Network. 3150-3153 - Gaël Marcadet, Radu Ciucanu, Pascal Lafourcade, Marta Soare, Sihem Amer-Yahia:
Samba: A System for Secure Federated Multi-Armed Bandits. 3154-3157 - Zhengjie Ji, Edward Choi, Peng Gao:
A Knowledge Base Question Answering System for Cyber Threat Knowledge Acquisition. 3158-3161 - Pei Li, Jessica Jessica, Naida Tania, Michael H. Böhlen, Divesh Srivastava, Jaroslaw Szlichta:
abcOD: Mining Band Order Dependencies. 3162-3165 - Min Fang, Xinna Zhou, Zhao Zhang, Cheqing Jin, Aoying Zhou:
SEFrame: An SGX-enhanced Smart Contract Execution Framework for Permissioned Blockchain. 3166-3169 - Arthur Bernhardt, Sajjad Tamimi, Tobias Vinçon, Christian Knödler, Florian Stock, Carsten Heinz, Andreas Koch, Ilia Petrov:
neoDBMS: In-situ Snapshots for Multi-Version DBMS on Native Computational Storage. 3170-3173 - Thanh Cong Phan, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin
exRumourLens: Auditable Rumour Detection with Multi-View Explanations. 3174-3177 - Tobias Müller, Pascal Engel:
How, Where, and Why Data Provenance Improves Query Debugging: A Visual Demonstration of Fine-Grained Provenance Analysis for SQL. 3178-3181 - Tiantian Liu
IKAROS: An Indoor Keyword-Aware Routing System. 3182-3185 - Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz
Farming Your ML-based Query Optimizer's Food. 3186-3189 - Vasilis Mageirakos, Riccardo Mancini, Srinivas Karthik, Bikash Chandra, Anastasia Ailamaki:
Efficient GPU-accelerated Join Optimization for Complex Queries. 3190-3193 - Herodotos Herodotou, Lambros Odysseos, Yuxing Chen
Automatic Performance Tuning for Distributed Data Stream Processing Systems. 3194-3197 - Guoliang Li, Xuanhe Zhou:
Machine Learning for Data Management: A System View. 3198-3201 - Dhaval Patel, Dzung Phan, Markus Mueller:
Time Series Anomaly Detection Toolkit for Data Scientist. 3202-3204 - Nikolaos Tziavelis
Toward Responsive DBMS: Optimal Join Algorithms, Enumeration, Factorization, Ranking, and Dynamic Programming. 3205-3208 - Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi:
Explainable AI: Foundations, Applications, Opportunities for Data Management Research. 3209-3212 - Dimitris Tsesmelis, Alkis Simitsis:
Database Optimizers in the Era of Learning. 3213-3216 - Mohammed Al-Kateb, Mohamed Y. Eltabakh, Awny Al-Omari, Paul G. Brown:
Analytics at Scale: Evolution at Infrastructure and Algorithmic Levels. 3217-3220 - Jia Wei, Xingjun Zhang:
How Much Storage Do We Need for High Performance Server. 3221-3225 - Yoram Segal
Constructing a skeleton database and enriching it using a Generative Adversarial Network (GAN) simulator to assess human movement. 3226-3229 - Kheng Kua:
Novel Methods for Aggregating Analyst Estimates. 3230-3235 - Kamal Kant, Sarvesh Pandey, Udai Shanker:
A Journey from Commit Processing in Distributed Databases to Consensus in Blockchain. 3236-3240 - Sijie Ruan, Cheng Long, Xiaodu Yang, Tianfu He, Ruiyuan Li, Jie Bao, Yiheng Chen, Shengnan Wu, Jiangtao Cui, Yu Zheng:
Discovering Actual Delivery Locations from Mis-Annotated Couriers' Trajectories. 3241-3253 - Weifan Wang, Xiaocheng Cheng, Ziqi Liu, Yu Lin, Yue Shen, Binbin Hu, Zhiqiang Zhang, Xiaodong Zeng, Jun Zhou, Jinjie Gu, Minnan Luo:
Intent Mining: A Social and Semantic Enhanced Topic Model for Operation-Friendly Digital Marketing. 3254-3267 - Shendi Wang, Haoyang Li, Caleb Chen Cao, Xiao-Hui Li, Ng Ngai Fai, Jianxin Liu, Xun Xue, Hu Song, Jinyu Li, Guangye Gu, Lei Chen:
Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender Systems. 3268-3279 - Sijie Cheng, Zhouhong Gu, Bang Liu, Rui Xie, Wei Wu, Yanghua Xiao:
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision. 3280-3293 - Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng:
Detecting Loaded Trajectories for Hazardous Chemicals Transportation. 3294-3306 - Sinan Wang, Yumeng Li, Hongyan Li, Tanchao Zhu, Zhao Li, Wenwu Ou:
Multi-Task Learning with Calibrated Mixture of Insightful Experts. 3307-3319 - Borui Ye, Shuo Yang, Binbin Hu, Zhiqiang Zhang, Youqiang He, Kai Huang, Jun Zhou, Yanming Fang:
Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce. 3320-3326 - Dingyuan Shi
Adaptive Task Planning for Large-Scale Robotized Warehouses. 3327-3339 - Yuyuan Kang, Xiangdong Huang, Shaoxu Song
Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree. 3340-3352 - Namhyuk Kim, Junho Song, Siyoung Lee, Jaewon Choe, Kyungsik Han
APOTS: A Model for Adversarial Prediction of Traffic Speed. 3353-3359 - Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang:
Feature Augmentation with Reinforcement Learning. 3360-3372 - Lianlong Wu, Emanuel Sallinger, Evgeny Sherkhonov, Sahar Vahdati, Georg Gottlob:
Rule Learning over Knowledge Graphs with Genetic Logic Programming. 3373-3385 - Hongjun Lim, Yeon-Chang Lee
AiRS: A Large-Scale Recommender System at NAVER News. 3386-3398 - Han Wu, Hongzhe Zhang, Liangyue Li, Zulong Chen, Fanwei Zhu, Xiao Fang:
Cheaper Is Better: Exploring Price Competitiveness for Online Purchase Prediction. 3399-3412 - Ge Fan
Field-aware Variational Autoencoders for Billion-scale User Representation Learning. 3413-3425 - Jiayuan Ding, Tong Xiang, Zijing Ou, Wangyang Zuo, Ruihui Zhao, Chenhua Lin, Yefeng Zheng, Bang Liu:
Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path Generation. 3426-3438 - Zhirong Xu, Shiyang Wen, Junshan Wang, Guojun Liu, Liang Wang, Zhi Yang, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng:
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. 3439-3452 - Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. 3453-3466 - Kaichun Yao
Knowledge Enhanced Person-Job Fit for Talent Recruitment. 3467-3480 - Jia Xu, Jin Huang, Zulong Chen, Yang Li, Wanjie Tao, Chuanfei Xu:
ODNET: A Novel Personalized Origin-Destination Ranking Network for Flight Recommendation. 3481-3493 - Fabio Azzalini, Chiara Criscuolo, Letizia Tanca:
FAIR-DB: A system to discover unfairness in datasets. 3494-3497
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