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Every paper Pith has read. Search by title, abstract, or pith.
446 papers in cs.DB · page 2
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Graph links 200k research repos to papers and artifacts
SemRepo: A Knowledge Graph for Research Software and Its Scholarly Ecosystem
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Benchmark shows top multimodal models lag on e-commerce
OxyEcomBench: Benchmarking Multimodal Foundation Models across E-Commerce Ecosystems
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3D primitives in code raise VLM spatial scores up to 17 percent
3D Primitives are a Spatial Language for VLMs
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Commercial 5G dataset aids AI handover and beam management
Enabling AI-Native Mobility in 6G: A Real-World Dataset for Handover, Beam Management, and Timing Advance
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Chase termination undecidable even for decidable queries
Will My Favorite Chases Terminate if Evaluating Conjunctive Queries Does? One Does Not Simply Decide This
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Separating instances pick correct NL2SQL candidate
Data-aware candidate selection in NL2SQL translation via small separating instances
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BatchBench framework equalizes autoscaling policy tests
BatchBench: Toward a Workload-Aware Benchmark for Autoscaling Policies in Big Data Batch Processing -- A Proposed Framework
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Graph queries for optimization reveal hidden data flaws
Graph-Grounded Optimization: Rao-Family Metaheuristics, Classical OR, and SLM-Driven Formulation over Knowledge Graphs
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Knowledge graphs source optimization problems via queries
Graph-Grounded Optimization: Rao-Family Metaheuristics, Classical OR, and SLM-Driven Formulation over Knowledge Graphs
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Replicas detect and repair database corruption without stopping work
PROTECT-DB: Protecting Data using Replicated State Machines: Efficient Corruption Detection & Recovery
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LLMs cannot always be correct
A CAP-like Trilemma for Large Language Models: Correctness, Non-bias, and Utility under Semantic Underdetermination
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Benchmark with 40 epidemic datasets enables fair model comparisons
EpiCastBench: Datasets and Benchmarks for Multivariate Epidemic Forecasting
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Relational signals lift membership inference on tabular diffusion models
FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models
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SHACL-DS validates named graphs faster than standard SHACL
Keeping track of errors: A study of SHACL-DS for RDF dataset validation on the ERA RINF Knowledge Graph
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Single GPU kernel fuses IO and query steps for faster analytics
Data Path Fusion in GPU for Analytical Query Processing
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Text2Cypher must reason across multiple graph databases
Toward Multi-Database Query Reasoning for Text2Cypher
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Autonomous objects resolve over half of scientific data conflicts
Autonomous FAIR Digital Objects: From Passive Assertions to Active Knowledge
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Cloud GPUs speed graph index construction by 9x at 6x lower cost
ScaleGANN: Accelerate Large-Scale ANN Indexing by Cost-effective Cloud GPUs
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Graph of codecs compresses data smaller and faster
OpenZL: Using Graphs to Compress Smaller and Faster
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Home activity benchmark shows AI question-answering gaps
HOME-KGQA: A Benchmark Dataset for Multimodal Knowledge Graph Question Answering on Household Daily Activities
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Krone decomposes logs into entity-action-status units for modular anomaly detection
Detect, Localize, and Explain: Interactive Hierarchical Log Anomaly Analytics with LLM Augmentation
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One-to-one matching boosts ontology alignment precision
Open Ontologies: Tool-Augmented Ontology Engineering with Stable Matching Alignment
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Urine biomarkers add reliable signal to chlamydia risk models
Machine Learning-Based Pre-Test Risk Stratification for PCR-Confirmed Chlamydia Using Patient-Reported Data and Urine Biomarkers
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Personalized privacy cuts infinite stream estimation error by 53.6%
Personalized w-Event Privacy for Infinite Stream Estimation
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Diagnosis consistency links to actual causality for AI explanations
Reconciling Consistency-Based Diagnosis with Actual-Causality-Based Explanations
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LLMs fall short on natural language data prep tasks
PrepBench: How Far Are We from Natural-Language-Driven Data Preparation?
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Elastic scheduling meets stream deadlines at lowest cost
Elastic Scheduling of Intermittent Query Processing in a Cluster Environment
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Elastic batch scheduling meets deadlines at lower cost
Elastic Scheduling of Intermittent Query Processing in a Cluster Environment
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Heavy-light partitioning maintains arbitrary joins under updates
Maintaining Queries under Updates Using Heavy-Light Partitioning of the Input Relations
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SkipDisk hits 63% HNSW latency at 20% memory
Low-Latency Out-of-Core ANN Search in High-Dimensional Space
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Query rewrite rules written once deploy across database engines
An Extensible and Verifiable Language for Query Rewrite Rules
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Every query reduces to Filter
Anatomy of a Query: W5H Dimensions and FAR Patterns for Text-to-SQL Evaluation
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Diversity selection builds versatile materials datasets
Building informative materials datasets beyond targeted objectives
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Caching cuts redundant CBO calls in cost-based query rewrite
Efficient Cost-Based Rewrite in a Bottom-Up Optimizer
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Only solution concentration ranks consistently across electrospinning ML models
Cross-Model Consistency of Feature Importance in Electrospinning: Separating Robust from Model-Dependent Features
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Concentration alone has zero rank variability in electrospinning models
Cross-Model Consistency of Feature Importance in Electrospinning: Separating Robust from Model-Dependent Features
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Hierarchical agents clean messy time series without ground truth
AegisTS: A Hierarchical Agent System with Reinforcement Learning for Multivariate Time Series Data Cleaning
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Fused soil dataset pretrains model to capture real processes
LUCAS-MEGA: A Large-Scale Multimodal Dataset for Representation Learning in Soil-Environment Systems
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Fused soil dataset pretrains representations matching real processes
LUCAS-MEGA: A Large-Scale Multimodal Dataset for Representation Learning in Soil-Environment Systems
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Database repairs match preferred extensions in SETAFs
Inconsistent Databases and Argumentation Frameworks with Collective Attacks
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ConRAD introduces a framework that applies conformal risk control inside neural graph…
ConRAD: Conformal Risk-Aware Neural Databases
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Sliced kd-trees speed up multi-dimensional queries in memory
In-memory Multidimensional Indexing Using the skd-tree
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AI agents average 45 percent on workspace tasks with 20k files
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
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AI agents top out at 60% on workspace file dependency tasks
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
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Agents reach 68.7% on workspace tasks with big file sets
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
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Agents hit 43% average on realistic workspace tasks
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
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3B model hits 85% Text-to-SQL accuracy using fine-grained rewards
FINER-SQL: Boosting Small Language Models for Text-to-SQL
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AI models recover semantics from legacy database code
Semantic Reverse Engineering Legacy Software Applications with ChatGPT, Gemini AI, and Claude AI
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Unified PostgreSQL layer cuts RAG latency up to 92%
Beyond Similarity Search: A Unified Data Layer for Production RAG Systems
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Static checker catches JDBC type errors before runtime
Static Type Checking for Database Access Code