---
title: "Proceedings of the VLDB Endowment 2023 — all accepted papers"
description: "All 374 papers of Proceedings of the VLDB Endowment 2023 · page 1 of 4, the most cited first; those with our summary link to it."
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# Proceedings of the VLDB Endowment 2023: all accepted papers

374 papers · page 1 of 4 · the most cited first · [← Proceedings of the VLDB Endowment 2023](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-vldb-endowment/2023/)

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1. **[PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel ↗](https://doi.org/10.14778/3611540.3611569)**Yanli Zhao, Andrew Gu, Rohan Varma et al.*220 citations*
2. **[ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection ↗](https://doi.org/10.14778/3632093.3632101)**Yuhang Chen, Chaoyun Zhang, Minghua Ma et al.*138 citations*
3. **[How Large Language Models Will Disrupt Data Management ↗](https://doi.org/10.14778/3611479.3611527)**Raul Castro Fernandez, Aaron J. Elmore, Michael J. M. Franklin et al.*115 citations*
4. **[Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces ↗](https://doi.org/10.14778/3594512.3594527)**Xi Zhao, Yao Tian, Kai Huang et al.*94 citations*
5. **[Lero: A Learning-to-Rank Query Optimizer ↗](https://doi.org/10.14778/3583140.3583160)**Rong Zhu, Wei Chen, Bolin Ding et al.*88 citations*
6. **[Semantics-Aware Dataset Discovery from Data Lakes with Contextualized Column-Based Representation Learning ↗](https://doi.org/10.14778/3587136.3587146)**Grace Fan, Jin Wang, Yuliang Li et al.*83 citations*
7. **[FederatedScope: A Flexible Federated Learning Platform for Heterogeneity ↗](https://doi.org/10.14778/3579075.3579081)**Yuexiang Xie, Zhen Wang, Dawei Gao et al.*82 citations*
8. **[Robust Query Driven Cardinality Estimation under Changing Workloads ↗](https://doi.org/10.14778/3583140.3583164)**Parimarjan Negi, Zi‐Niu Wu, Andreas Kipf et al.*79 citations*
9. **[Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes](https://md.research.elamur.ai/free/en/papers/arora-2023-language-models-enable-simple-systems/)**Simran Arora, Brandon Yang, Sabri Eyuboglu et al.*74 citations · our summary*
10. **[Learned Index: A Comprehensive Experimental Evaluation ↗](https://doi.org/10.14778/3594512.3594528)**Zhaoyan Sun, Xuanhe Zhou, Guoliang Li*72 citations*
11. **[LDPTrace: Locally Differentially Private Trajectory Synthesis ↗](https://doi.org/10.14778/3594512.3594520)**Yuntao Du, Yujia Hu, Zhikun Zhang et al.*71 citations*
12. **[GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism ↗](https://doi.org/10.14778/3587136.3587143)**Zicong Hong, Song Guo, Enyuan Zhou et al.*69 citations*
13. **[Multiple Time Series Forecasting with Dynamic Graph Modeling ↗](https://doi.org/10.14778/3636218.3636230)**Kai Zhao, Chenjuan Guo, Yunyao Cheng et al.*69 citations*
14. **[What Modern NVMe Storage Can Do, and How to Exploit it: High-Performance I/O for High-Performance Storage Engines ↗](https://doi.org/10.14778/3598581.3598584)**Gabriel Haas, Viktor Leis*69 citations*
15. **[Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank ↗](https://doi.org/10.14778/3583140.3583150)**Yiming Li, Yanyan Shen, Lei Chen et al.*65 citations*
16. **[DeepJoin: Joinable Table Discovery with Pre-Trained Language Models ↗](https://doi.org/10.14778/3603581.3603587)**Yuyang Dong, Chuan Xiao, Takuma Nozawa et al.*63 citations*
17. **[ELPIS: Graph-Based Similarity Search for Scalable Data Science ↗](https://doi.org/10.14778/3583140.3583166)**Ilias Azizi, Karima Echihabi, Themis Palpanas*58 citations*
18. **[CatSQL : Towards Real World Natural Language to SQL Applications ↗](https://doi.org/10.14778/3583140.3583165)**Han Fu, Chang Liu, Bin Wu et al.*57 citations*
19. **[LOGER: A Learned Optimizer Towards Generating Efficient and Robust Query Execution Plans ↗](https://doi.org/10.14778/3587136.3587150)**Tianyi Chen, Jun Gao, Hedui Chen et al.*53 citations*
20. **[Pre-Trained Embeddings for Entity Resolution: An Experimental Analysis ↗](https://doi.org/10.14778/3598581.3598594)**Alexandros Zeakis, George Papadakis, Dimitrios Skoutas et al.*53 citations*
21. **[Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity ↗](https://doi.org/10.14778/3626292.3626303)**Haojun Xia, Zheng Zhen, Yuchao Li et al.*52 citations*
22. **[LEON: A New Framework for ML-Aided Query Optimization ↗](https://doi.org/10.14778/3598581.3598597)**Chen Xu, Haitian Chen, Zibo Liang et al.*50 citations*
23. **[MagicScaler: Uncertainty-Aware, Predictive Autoscaling ↗](https://doi.org/10.14778/3611540.3611566)**Zhicheng Pan, Yihang Wang, Yingying Zhang et al.*49 citations*
24. **[An Empirical Evaluation of Columnar Storage Formats ↗](https://doi.org/10.14778/3626292.3626298)**Xinyu Zeng, Yulong Hui, Jiahong Shen et al.*48 citations*
25. **[AutoSteer: Learned Query Optimization for Any SQL Database ↗](https://doi.org/10.14778/3611540.3611544)**Christoph Anneser, Nesime Tatbul, David Cohen et al.*48 citations*
26. **[Influential Community Search over Large Heterogeneous Information Networks ↗](https://doi.org/10.14778/3594512.3594532)**Yingli Zhou, Yixiang Fang, Wensheng Luo et al.*47 citations*
27. **[Elf: Erasing-Based Lossless Floating-Point Compression ↗](https://doi.org/10.14778/3587136.3587149)**Ruiyuan Li, Zheng Li, Yi Wu et al.*46 citations*
28. **[ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads ↗](https://doi.org/10.14778/3626292.3626302)**Pengfei Li, Wenqing Wei, Rong Zhu et al.*43 citations*
29. **[FedGTA: Topology-Aware Averaging for Federated Graph Learning ↗](https://doi.org/10.14778/3617838.3617842)**Xunkai Li, Zhengyu Wu, Wentao Zhang et al.*42 citations*
30. **[Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System ↗](https://doi.org/10.14778/3603581.3603588)**Yuncheng Wu, Naili Xing, Gang Chen et al.*41 citations*
31. **[GPU Database Systems Characterization and Optimization ↗](https://doi.org/10.14778/3632093.3632107)**Jiashen Cao, Rathijit Sen, Matteo Interlandi et al.*40 citations*
32. **[OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting ↗](https://doi.org/10.14778/3583140.3583155)**Xiao He, Ye Li, Jian Rong Tan et al.*40 citations*
33. **[Choose Wisely: An Extensive Evaluation of Model Selection for Anomaly Detection in Time Series ↗](https://doi.org/10.14778/3611479.3611536)**Emmanouil Sylligardos, Paul Boniol, John Paparrizos et al.*38 citations*
34. **[Computing Graph Edit Distance via Neural Graph Matching ↗](https://doi.org/10.14778/3594512.3594514)**Chengzhi Piao, Tingyang Xu, Xiangguo Sun et al.*38 citations*
35. **[Exploiting Cloud Object Storage for High-Performance Analytics ↗](https://doi.org/10.14778/3611479.3611486)**Dominik Durner, Viktor Leis, Thomas Neumann*38 citations*
36. **[Similarity Search in the Blink of an Eye with Compressed Indices ↗](https://doi.org/10.14778/3611479.3611537)**Cecilia Aguerrebere, Ishwar Bhati, Mark Hildebrand et al.*38 citations*
37. **[FastFlow: Accelerating Deep Learning Model Training with Smart Offloading of Input Data Pipeline ↗](https://doi.org/10.14778/3579075.3579083)**Taegeon Um, Byungsoo Oh, Byeongchan Seo et al.*37 citations*
38. **[OceanBase Paetica: A Hybrid Shared-Nothing/Shared-Everything Database for Supporting Single Machine and Distributed Cluster ↗](https://doi.org/10.14778/3611540.3611560)**Zhifeng Yang, Quanqing Xu, Shanyan Gao et al.*37 citations*
39. **[Trajectory Data Collection with Local Differential Privacy ↗](https://doi.org/10.14778/3603581.3603597)**Yuemin Zhang, Qingqing Ye, Rui Chen et al.*37 citations*
40. **[Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching ↗](https://doi.org/10.14778/3583140.3583163)**Derek Paulsen, Yash Govind, AnHai Doan*36 citations*
41. **[The FastLanes Compression Layout: Decoding > 100 Billion Integers per Second with Scalar Code ↗](https://doi.org/10.14778/3598581.3598587)**Azim Afroozeh, Peter A. Boncz*36 citations*
42. **[Extraction of Validating Shapes from Very Large Knowledge Graphs ↗](https://doi.org/10.14778/3579075.3579078)**Kashif Rabbani, Matteo Lissandrini, Katja Hose*35 citations*
43. **[FASTgres: Making Learned Query Optimizer Hinting Effective ↗](https://doi.org/10.14778/3611479.3611528)**Lucas Woltmann, Jerome Thiessat, Claudio Hartmann et al.*35 citations*
44. **[ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems ↗](https://doi.org/10.14778/3636218.3636225)**Yi Zhang, Jan Deriu, George Katsogiannis-Meimarakis et al.*35 citations*
45. **[Cloud Analytics Benchmark ↗](https://doi.org/10.14778/3583140.3583156)**Alexander van Renen, Viktor Leis*31 citations*
46. **[DILI: A Distribution-Driven Learned Index ↗](https://doi.org/10.14778/3598581.3598593)**Pengfei Li, Hua Cai Lu, Rong Zhu et al.*31 citations*
47. **[Secure Shapley Value for Cross-Silo Federated Learning ↗](https://doi.org/10.14778/3587136.3587141)**Shuyuan Zheng, Yang Cao, Masatoshi Yoshikawa*31 citations*
48. **[SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting ↗](https://doi.org/10.14778/3611540.3611561)**Yuanyuan Yao, Dimeng Li, Hailiang Jie et al.*31 citations*
49. **[TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications ↗](https://doi.org/10.14778/3611479.3611532)**Abdelouahab Khelifati, Mourad Khayati, Anton Dignös et al.*31 citations*
50. **[WALTZ: Leveraging Zone Append to Tighten the Tail Latency of LSM Tree on ZNS SSD ↗](https://doi.org/10.14778/3611479.3611495)**Jong-Sung Lee, Donguk Kim, Jae Wook Lee*31 citations*
51. **[DBSP: Automatic Incremental View Maintenance for Rich Query Languages ↗](https://doi.org/10.14778/3587136.3587137)**Mihai Budiu, Tej Chajed, Frank McSherry et al.*30 citations*
52. **[SDPipe: A Semi-Decentralized Framework for Heterogeneity-Aware Pipeline-parallel Training ↗](https://doi.org/10.14778/3598581.3598604)**Xupeng Miao, Yining Shi, Zhi Chun Yang et al.*30 citations*
53. **[TSGBench: Time Series Generation Benchmark ↗](https://doi.org/10.14778/3632093.3632097)**Yihao Ang, Qiang Huang, Yifan Bao et al.*30 citations*
54. **[The Composable Data Management System Manifesto ↗](https://doi.org/10.14778/3603581.3603604)**Pedro Pedreira, Orri Erling, Konstantinos Karanasos et al.*30 citations*
55. **[TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems ↗](https://doi.org/10.14778/3611540.3611554)**Christoph Brücke, Philipp Härtling, Rodrigo Escobar Palacios et al.*29 citations*
56. **[LMSFC: A Novel Multidimensional Index Based on Learned Monotonic Space Filling Curves ↗](https://doi.org/10.14778/3603581.3603598)**Jian Gao, Xin Cao, Xin Yao et al.*28 citations*
57. **[Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules ↗](https://doi.org/10.14778/3598581.3598603)**Umut Çalıkyılmaz, Sven Groppe, Jinghua Groppe et al.*28 citations*
58. **[Weakly Guided Adaptation for Robust Time Series Forecasting ↗](https://doi.org/10.14778/3636218.3636231)**Yunyao Cheng, Peng Chen, Chenjuan Guo et al.*28 citations*
59. **[A Deep Dive into Common Open Formats for Analytical DBMSs ↗](https://doi.org/10.14778/3611479.3611507)**Chunwei Liu, Anna Pavlenko, Matteo Interlandi et al.*27 citations*
60. **[ACTA: Autonomy and Coordination Task Assignment in Spatial Crowdsourcing Platforms ↗](https://doi.org/10.14778/3579075.3579082)**Boyang Li, Yurong Cheng, Ye Yuan et al.*27 citations*
61. **[Scalable Time-Range k -Core Query on Temporal Graphs ↗](https://doi.org/10.14778/3579075.3579089)**Junyong Yang, Ming Zhong, Yuanyuan Zhu et al.*27 citations*
62. **[Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging ↗](https://doi.org/10.14778/3594512.3594521)**Xenophon Kitsios, Panagiotis Liakos, Katia Papakonstantinopoulou et al.*27 citations*
63. **[Towards General and Efficient Online Tuning for Spark ↗](https://doi.org/10.14778/3611540.3611548)**Yang Li, Huaijun Jiang, Yu Shen et al.*27 citations*
64. **[Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server ↗](https://doi.org/10.14778/3611479.3611494)**Kukjin Lee, Anshuman Dutt, Vivek R. Narasayya et al.*26 citations*
65. **[Auto-Tuning with Reinforcement Learning for Permissioned Blockchain Systems ↗](https://doi.org/10.14778/3579075.3579076)**Mingxuan Li, Yazhe Wang, Shuai Ma et al.*26 citations*
66. **[METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection ↗](https://doi.org/10.14778/3636218.3636233)**Jiaqi Zhu, Shaofeng Cai, Fang Yi Deng et al.*26 citations*
67. **[Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach ↗](https://doi.org/10.14778/3626292.3626300)**Xueyi Wu, Yuanyuan Xu, Wenjie Zhang et al.*25 citations*
68. **[Efficient Distributed Transaction Processing in Heterogeneous Networks ↗](https://doi.org/10.14778/3583140.3583153)**Qian Zhang, Jingyao Li, Hongyao Zhao et al.*25 citations*
69. **[Efficient Temporal Butterfly Counting and Enumeration on Temporal Bipartite Graphs ↗](https://doi.org/10.14778/3636218.3636223)**Xinwei Cai, Xiangyu Ke, Kai Wang et al.*25 citations*
70. **[GlassDB: An Efficient Verifiable Ledger Database System Through Transparency ↗](https://doi.org/10.14778/3583140.3583152)**Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie et al.*25 citations*
71. **[Quantum-Inspired Digital Annealing for Join Ordering ↗](https://doi.org/10.14778/3632093.3632112)**Manuel Schönberger, Immanuel Trummer, Wolfgang Mauerer*25 citations*
72. **[An Efficient Transfer Learning Based Configuration Adviser for Database Tuning ↗](https://doi.org/10.14778/3632093.3632114)**Xinyi Zhang, Hong Lin Wu, Yang Li et al.*24 citations*
73. **[TERI: An Effective Framework for Trajectory Recovery with Irregular Time Intervals ↗](https://doi.org/10.14778/3632093.3632105)**Yile Chen, Gao Cong, Cuauhtémoc Anda*24 citations*
74. **[Towards Designing and Learning Piecewise Space-Filling Curves ↗](https://doi.org/10.14778/3598581.3598589)**Jiangneng Li, Zheng Wang, Gao Cong et al.*24 citations*
75. **[AdaChain: A Learned Adaptive Blockchain ↗](https://doi.org/10.14778/3594512.3594531)**Chenyuan Wu, Bhavana Mehta, Mohammad Javad Amiri et al.*23 citations*
76. **[Maximal D-Truss Search in Dynamic Directed Graphs ↗](https://doi.org/10.14778/3598581.3598592)**Anxin Tian, Alexander Zhou, Yue Wang et al.*23 citations*
77. **[On the Risks of Collecting Multidimensional Data Under Local Differential Privacy ↗](https://doi.org/10.14778/3579075.3579086)**Héber H. Arcolezi, Sébastien Gambs, Jean-François Couchot et al.*23 citations*
78. **[Real-Time Workload Pattern Analysis for Large-Scale Cloud Databases ↗](https://doi.org/10.14778/3611540.3611557)**Jiaqi Wang, Tianyi Li, Anni Wang et al.*23 citations*
79. **[Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances ↗](https://doi.org/10.14778/3594512.3594530)**John Paparrizos, Kaize Wu, Aaron J. Elmore et al.*22 citations*
80. **[BASE: Bridging the Gap between Cost and Latency for Query Optimization ↗](https://doi.org/10.14778/3594512.3594525)**Chen Xu, Zhen Wang, Shuncheng Liu et al.*22 citations*
81. **[Neighborhood-Based Hypergraph Core Decomposition ↗](https://doi.org/10.14778/3598581.3598582)**Naheed Anjum Arafat, Arijit Khan, Arpit Kumar Rai et al.*22 citations*
82. **[Testing Graph Database Systems via Graph-Aware Metamorphic Relations ↗](https://doi.org/10.14778/3636218.3636236)**Zeyang Zhuang, Penghui Li, Pingchuan Ma et al.*22 citations*
83. **[The Art of Latency Hiding in Modern Database Engines ↗](https://doi.org/10.14778/3632093.3632117)**Kaisong Huang, Tianzheng Wang, Qingqing Zhou et al.*22 citations*
84. **[Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching ↗](https://doi.org/10.14778/3611479.3611525)**Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian et al.*22 citations*
85. **[A Shapelet-Based Framework for Unsupervised Multivariate Time Series Representation Learning ↗](https://doi.org/10.14778/3632093.3632103)**Zhiyu Liang, Jianfeng Zhang, Chen Liang et al.*21 citations*
86. **[Adaptive Indexing of Objects with Spatial Extent ↗](https://doi.org/10.14778/3598581.3598596)**Fatemeh Zardbani, Nikos Mamoulis, Stratos Idreos et al.*21 citations*
87. **[Anonymous Edge Representation for Inductive Anomaly Detection in Dynamic Bipartite Graph ↗](https://doi.org/10.14778/3579075.3579088)**Lanting Fang, Kaiyu Feng, Jie Gui et al.*21 citations*
88. **[CommunityAF: An Example-Based Community Search Method via Autoregressive Flow ↗](https://doi.org/10.14778/3603581.3603595)**Jiazun Chen, Yikuan Xia, Jun Gao*21 citations*
89. **[Sample-Efficient Cardinality Estimation Using Geometric Deep Learning ↗](https://doi.org/10.14778/3636218.3636229)**Silvan Reiner, Michael Grossniklaus*21 citations*
90. **[Seiden: Revisiting Query Processing in Video Database Systems ↗](https://doi.org/10.14778/3598581.3598599)**Jaeho Bang, Gaurav Tarlok Kakkar, Pramod Chunduri et al.*21 citations*
91. **[ZKSQL: Verifiable and Efficient Query Evaluation with Zero-Knowledge Proofs ↗](https://doi.org/10.14778/3594512.3594513)**Xiling Li, Chenkai Weng, Yongxin Xu et al.*21 citations*
92. **[An Experimental Evaluation of Anomaly Detection in Time Series ↗](https://doi.org/10.14778/3632093.3632110)**Aoqian Zhang, Shuqing Deng, Dongping Cui et al.*20 citations*
93. **[Decoupled Graph Neural Networks for Large Dynamic Graphs ↗](https://doi.org/10.14778/3598581.3598595)**Yanping Zheng, Zhewei Wei, Jiajun Liu*20 citations*
94. **[Differentially Private Vertical Federated Clustering ↗](https://doi.org/10.14778/3583140.3583146)**Zitao Li, Tianhao Wang, Ninghui Li*20 citations*
95. **[Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets ↗](https://doi.org/10.14778/3611479.3611531)**Haocheng Xia, Jinfei Liu, Jian Lou et al.*20 citations*
96. **[GraphOS: Towards Oblivious Graph Processing ↗](https://doi.org/10.14778/3625054.3625067)**Javad Ghareh Chamani, Ioannis Demertzis, Dimitrios H. Papadopoulos et al.*20 citations*
97. **[RTIndeX: Exploiting Hardware-Accelerated GPU Raytracing for Database Indexing ↗](https://doi.org/10.14778/3625054.3625063)**Justus Henneberg, Felix Schuhknecht*20 citations*
98. **[SUFF: Accelerating Subgraph Matching with Historical Data ↗](https://doi.org/10.14778/3587136.3587144)**Xun Jian, Zhiyuan Li, Lei Chen*20 citations*
99. **[Taurus MM: Bringing Multi-Master to the Cloud ↗](https://doi.org/10.14778/3611540.3611542)**Alex Depoutovitch, Chong Chen, Per-Åke Larson et al.*20 citations*
100. **[Confidential Consortium Framework: Secure Multiparty Applications with Confidentiality, Integrity, and High Availability ↗](https://doi.org/10.14778/3626292.3626304)**Heidi Howard, Fritz Alder, Edward Ashton et al.*19 citations*

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