Databases

Eden: Developer-Friendly Application-Integrated Far Memory NSDI 2025 FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management OSDI 2025 Graph Neural Networks for Databases: A Survey IJCAI 2025 GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025 In-Context Adaptation to Concept Drift for Learned Database Operations ICML 2025 Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025 Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks ICLR 2025 QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025 RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ACL 2025 Scalio: Scaling up DPU-based JBOF Key-value Store with NVMe-oF Target Offload OSDI 2025 SDAS: Semantic Data Acquisition System for Minimizing Redundancy and Maximizing Diversity AAAI 2025 Searchable Language Documentation Corpora: DoReCo meets TEITOK ACL 2025 Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025 SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation ACL 2025 STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025 Structural Deep Encoding for Table Question Answering ACL 2025 Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning MIDL 2025 TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs NeurIPS 2024 Accelerating Skewed Workloads With Performance Multipliers in the TurboDB Distributed Database NSDI 2024 An Efficient Query Optimization Framework Based on MCTS and LTR ACML 2024 BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NeurIPS 2024 BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ACL 2024 Building a Database of Conversational Routines COLING 2024 Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024