Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published 10 days ago • 85
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published 18 days ago • 256
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19 • 118
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22 • 160
Semantic IDs for Joint Generative Search and Recommendation Paper • 2508.10478 • Published Aug 14 • 5
Advances in Speech Separation: Techniques, Challenges, and Future Trends Paper • 2508.10830 • Published Aug 14 • 14
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6 • 129
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7 • 141
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published Aug 9 • 117
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models Paper • 2508.06471 • Published Aug 8 • 192
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification Paper • 2508.05629 • Published Aug 7 • 180
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation Paper • 2508.03320 • Published Aug 5 • 62
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Paper • 2508.02193 • Published Aug 4 • 132
Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Paper • 2508.02150 • Published Aug 4 • 36