Apodex 1.1: Scaling Agentic Intelligence for Complex Work Paper • 2608.23283 • Published Aug 24 • 211
Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published Aug 10 • 137
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published Jul 19 • 93
KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill Paper • 2607.12625 • Published Jul 15 • 56
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents Paper • 2606.06036 • Published Jun 4 • 78
LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding Paper • 2602.04541 • Published Feb 4 • 9
Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning Paper • 2601.09667 • Published Jan 14 • 91
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs Paper • 2601.08763 • Published Jan 13 • 150
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling Paper • 2511.11793 • Published Nov 14, 2025 • 197
Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data Paper • 2511.12609 • Published Nov 16, 2025 • 107
UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE Paper • 2510.13344 • Published Oct 15, 2025 • 65
ComfyUI-R1: Exploring Reasoning Models for Workflow Generation Paper • 2506.09790 • Published Jun 11, 2025 • 53
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development Paper • 2506.05010 • Published Jun 5, 2025 • 82
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning Paper • 2505.11049 • Published May 16, 2025 • 62