Reducing Cognitive Overhead in Tool Use via Multi-Small-Agent Reinforcement LearningResearchOct 2, 2026
Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research TrajectoryResearchOct 2, 2026
Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM ReconstructionResearchOct 2, 2026
FedFit: Federated Fine-Tuning of LLMs via Vector-Bank Parameterization and QuantizationResearchOct 2, 2026
A Comprehensive Review of One-Pixel Attack: Research Status, Taxonomy, Applications, Regulation Policy and Future DirectionsResearchOct 2, 2026
UnifiedAttack: Evaluating the Safety of Large Multimodal Models in Synergistic Harmful Image-Text GenerationResearchOct 2, 2026
Langevin-Informed Transfer Learning: Replacing Target Samples by Black-Box FeedbackResearchOct 2, 2026