Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions? Paper • 2509.04292 • Published 5 days ago • 50
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning Paper • 2509.02544 • Published 6 days ago • 108
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Paper • 2508.17445 • Published 15 days ago • 78
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning Paper • 2508.18756 • Published 14 days ago • 36
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction Paper • 2508.11987 • Published 24 days ago • 67
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents Paper • 2508.13186 • Published 26 days ago • 17
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6 • 123
Efficient Agents: Building Effective Agents While Reducing Cost Paper • 2508.02694 • Published Jul 24 • 85
Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving Paper • 2507.23726 • Published Jul 31 • 112
Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Paper • 2508.02150 • Published Aug 4 • 36
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Paper • 2508.02193 • Published Aug 4 • 129
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Paper • 2507.06229 • Published Jul 8 • 73
CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization Paper • 2507.06181 • Published Jul 8 • 42
Hybrid Linear Attention Research Collection All 1.3B & 340M hybrid linear-attention experiments. • 60 items • Updated Jul 7 • 12