Integrating Reasoning and Generalization in Text-to-SQL via Self-Enhanced Fine-Tuning
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Your Agent Has a Genome: Sequence-Level Behavioral Analysis and Runtime Governance of LLM…
Do we have the knowledge we need? Rethinking human-AI decision-making in corporations
Minimal Oversight: Uncertainty-Aware Governance for Delegated AI Systems
APEX: Adaptive Principle EXtraction A Three-Layer Self-Evolution Framework for Production…
AgenticRec: A Recommendation-Oriented Agentic Framework with Progressive Tool-Integrated …
A Formal Framework for Declarative Agentic AI in Business Process Analysis
Visual-Seeker: Towards Visual-Native Multimodal Agentic Search via Active Visual Reasoning
Attribute Inference from Interactive Targeted Ads
CONCORD: Asynchronous Sparse Aggregation for Device-Cloud RAG under Document Isolation
Trust Between AI Agents: Measuring Formation, Breakage, and Recovery, with Implications f…
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion
Privacy-Preserving Text Sanitization for Distributed Agents Collaboration via Disentangle…
AlignCoder: Aligning Retrieval with Target Intent for Repository-Level Code Completion
MapDream: Task-Driven Map Learning for Vision-Language Navigation
Seeing Roads Through Words: A Language-Guided Framework for RGB-T Driving Scene Segmentat…
TS-Memory: Plug-and-Play Memory for Time Series Foundation Models
Orcheo: A Modular Full-Stack Platform for Conversational Search
Vocabulary Dropout for Curriculum Diversity in LLM Co-Evolution
HoloRec: Holistic Encoding and Interleaved Reasoning for Generative Recommendation
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models
Beyond Case Law: Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal…
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
Less is More: Improving LLM Reasoning with Minimal Test-Time Intervention
A Multi-level Analysis of Factors Associated with Student Performance: A Machine Learning…
DualGauge: Automated Joint Security-Functionality Benchmarking of Specification-Only Code…
Adaptive $k$NN graph model
BRITE: A Benchmark for Reliable and Interpretable T2V Evaluation on Implausible Scenarios
From Overload to Convergence: Supporting Multi-Issue Human-AI Negotiation with Bayesian V…
Active Inference with a Self-Prior in the Mirror-Mark Task