AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security Paper • 2605.29801 • Published 7 days ago • 140
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models Paper • 2605.30219 • Published 7 days ago • 23
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Paper • 2605.30260 • Published 7 days ago • 39
Rethinking Memory as Continuously Evolving Connectivity Paper • 2605.28773 • Published 8 days ago • 33
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems Paper • 2605.28732 • Published 8 days ago • 39
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research Paper • 2605.22878 • Published 15 days ago • 58
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language Paper • 2604.19667 • Published Apr 21 • 22
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 38
How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities Paper • 2603.02578 • Published Mar 3 • 25
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics Paper • 2602.02343 • Published Feb 2 • 13
Aligning Agentic World Models via Knowledgeable Experience Learning Paper • 2601.13247 • Published Jan 19 • 15