HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding Paper • 2601.14724 • Published 5 days ago • 70
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience Paper • 2601.15876 • Published 4 days ago • 81
The AI Hippocampus: How Far are We From Human Memory? Paper • 2601.09113 • Published 12 days ago • 5
MAXS: Meta-Adaptive Exploration with LLM Agents Paper • 2601.09259 • Published 12 days ago • 94
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published 14 days ago • 112
KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions Paper • 2601.04745 • Published 18 days ago • 56
EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs Paper • 2601.06786 • Published 15 days ago • 6
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Paper • 2601.06789 • Published 15 days ago • 77
ThinkRL-Edit: Thinking in Reinforcement Learning for Reasoning-Centric Image Editing Paper • 2601.03467 • Published 19 days ago • 7
EpiQAL: Benchmarking Large Language Models in Epidemiological Question Answering for Enhanced Alignment and Reasoning Paper • 2601.03471 • Published 19 days ago • 7
MDAgent2: Large Language Model for Code Generation and Knowledge Q&A in Molecular Dynamics Paper • 2601.02075 • Published 21 days ago • 8
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting Paper • 2601.02151 • Published 21 days ago • 102
NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos Paper • 2601.00393 • Published 24 days ago • 128
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization Paper • 2512.24615 • Published 26 days ago • 118
Nested Learning: The Illusion of Deep Learning Architectures Paper • 2512.24695 • Published 26 days ago • 40
Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation Paper • 2512.24271 • Published 27 days ago • 62