Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published Dec 1, 2025 • 95
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 280
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19, 2025 • 118
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22, 2025 • 160
Semantic IDs for Joint Generative Search and Recommendation Paper • 2508.10478 • Published Aug 14, 2025 • 5
Advances in Speech Separation: Techniques, Challenges, and Future Trends Paper • 2508.10830 • Published Aug 14, 2025 • 15
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6, 2025 • 129
Retrieval-augmented reasoning with lean language models Paper • 2508.11386 • Published Aug 15, 2025 • 5
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 141
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published Aug 9, 2025 • 117
WideSearch: Benchmarking Agentic Broad Info-Seeking Paper • 2508.07999 • Published Aug 11, 2025 • 110
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models Paper • 2508.06471 • Published Aug 8, 2025 • 195
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification Paper • 2508.05629 • Published Aug 7, 2025 • 180
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation Paper • 2508.03320 • Published Aug 5, 2025 • 62
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Paper • 2508.02193 • Published Aug 4, 2025 • 133