{"total":42,"rows":[{"id":"2102.02079","title":"Federated Learning on Non-IID Data Silos: An Experimental Study","created":"2021-02-03","cited_by_count":568,"area":null},{"id":"2111.05326","title":"The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning","created":"2021-11-09","cited_by_count":23,"area":null},{"id":"2511.07663","title":"Cortex AISQL: A Production SQL Engine for Unstructured Data","created":"2025-11-10","cited_by_count":11,"area":null},{"id":"2105.02418","title":"A Unified Transferable Model for ML-Enhanced DBMS","created":"2021-05-06","cited_by_count":10,"area":null},{"id":"2105.00642","title":"One Model to Rule them All: Towards Zero-Shot Learning for Databases","created":"2021-05-03","cited_by_count":9,"area":null},{"id":"2103.00858","title":"CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm","created":"2021-03-01","cited_by_count":8,"area":null},{"id":"2111.14905","title":"Bounding the Last Mile: Efficient Learned String Indexing","created":"2021-11-29","cited_by_count":6,"area":null},{"id":"2210.05508","title":"Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data","created":"2022-10-11","cited_by_count":6,"area":null},{"id":"2302.14287","title":"WISK: A Workload-aware Learned Index for Spatial Keyword Queries","created":"2023-02-28","cited_by_count":6,"area":null},{"id":"2306.10651","title":"On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing","created":"2023-06-19","cited_by_count":6,"area":null},{"id":"2305.10536","title":"Online List Labeling with Predictions","created":"2023-05-17","cited_by_count":5,"area":null},{"id":"2107.09480","title":"Learned Sorted Table Search and Static Indexes in Small Model Space","created":"2021-07-19","cited_by_count":4,"area":null},{"id":"2403.06456","title":"A Survey of Learned Indexes for the Multi-dimensional Space","created":"2024-03-11","cited_by_count":4,"area":null},{"id":"2403.11472","title":"Accelerating String-Key Learned Index Structures via Memoization-based Incremental Training","created":"2024-03-18","cited_by_count":4,"area":null},{"id":"2108.05117","title":"Towards Practical Learned Indexing","created":"2021-08-11","cited_by_count":3,"area":null},{"id":"2205.11807","title":"NFL: Robust Learned Index via Distribution Transformation","created":"2022-05-24","cited_by_count":3,"area":null},{"id":"2306.15374","title":"LeCo: Lightweight Compression via Learning Serial Correlations","created":"2023-06-27","cited_by_count":3,"area":null},{"id":"2404.04271","title":"Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data","created":"2024-03-22","cited_by_count":3,"area":null},{"id":"2502.08125","title":"Incremental Approximate Single-Source Shortest Paths with Predictions","created":"2025-02-12","cited_by_count":3,"area":null},{"id":"2103.04541","title":"A Reinforcement Learning Based R-Tree for Spatial Data Indexing in Dynamic Environments","created":"2021-03-08","cited_by_count":2,"area":null},{"id":"2109.08495","title":"Micro-architectural Analysis of a Learned Index","created":"2021-09-17","cited_by_count":2,"area":null},{"id":"2201.01554","title":"Standard Vs Uniform Binary Search and Their Variants in Learned Static Indexing: The Case of the Searching on Sorted Data Benchmarking Software Platform","created":"2022-01-05","cited_by_count":2,"area":null},{"id":"2604.06566","title":"AI-Driven Research for Databases","created":"2026-04-08","cited_by_count":2,"area":null},{"id":"2101.00808","title":"A Pluggable Learned Index Method via Sampling and Gap Insertion","created":"2021-01-04","cited_by_count":1,"area":null},{"id":"2205.05769","title":"LSI: A Learned Secondary Index Structure","created":"2022-05-11","cited_by_count":1,"area":null},{"id":"2208.03029","title":"Compressing (Multidimensional) Learned Bloom Filters","created":"2022-08-05","cited_by_count":1,"area":null},{"id":"2406.01250","title":"DumpKV: Learning based lifetime aware garbage collection for key value separation in LSM-tree","created":"2024-06-03","cited_by_count":1,"area":null},{"id":"2502.05369","title":"DobLIX: A Dual-Objective Learned Index for Log-Structured Merge Trees","created":"2025-02-07","cited_by_count":1,"area":null},{"id":"2511.01602","title":"L2T-Tune:LLM-Guided Hybrid Database Tuning with LHS and TD3","created":"2025-11-03","cited_by_count":1,"area":null},{"id":"2603.00537","title":"Mathematical Foundations of Poisoning Attacks on Linear Regression over Cumulative Distribution Functions","created":"2026-02-28","cited_by_count":1,"area":null},{"id":"2111.00881","title":"Artificial Intelligence in the Low-Level Realm -- A Survey","created":"2021-09-19","cited_by_count":0,"area":null},{"id":"2206.05778","title":"Learning-Based Data Storage [Vision] (Technical Report)","created":"2022-06-12","cited_by_count":0,"area":null},{"id":"2207.11575","title":"Testing the Robustness of Learned Index Structures","created":"2022-07-23","cited_by_count":0,"area":null},{"id":"2309.00946","title":"From Specific to Generic Learned Sorted Set Dictionaries: A Theoretically Sound Paradigm Yelding Competitive Data Structural Boosters in Practice","created":"2023-09-02","cited_by_count":0,"area":null},{"id":"2411.03253","title":"Discovering Data Structures: Nearest Neighbor Search and Beyond","created":"2024-11-05","cited_by_count":0,"area":null},{"id":"2502.20233","title":"Selective Use of Yannakakis' Algorithm to Improve Query Performance: Machine Learning to the Rescue","created":"2025-02-27","cited_by_count":0,"area":null},{"id":"2506.20139","title":"Piecewise Linear Approximation in Learned Index Structures: Theoretical and Empirical Analysis","created":"2025-06-25","cited_by_count":0,"area":null},{"id":"2510.00165","title":"Privacy-Preserving Learning-Augmented Data Structures","created":"2025-09-30","cited_by_count":0,"area":null},{"id":"2512.12252","title":"Optimized Learned Count-Min Sketch","created":"2025-12-13","cited_by_count":0,"area":null},{"id":"2606.15244","title":"M-CTX: Exact and Scalable Spatial Context Retrieval for Trajectory Analytics","created":"2026-06-13","cited_by_count":0,"area":null},{"id":"2609.02328","title":"Poisoning Attacks on the PGM-index","created":"2026-09-02","cited_by_count":0,"area":null},{"id":"2609.04787","title":"Learning-Augmented Algorithms: Guarantees, Construction Mechanisms, and System-Level Implications","created":"2026-09-04","cited_by_count":0,"area":null}],"next_cursor":null}