DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Paper • 2512.04324 • Published 3 days ago • 126
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published 14 days ago • 239
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation Paper • 2509.25849 • Published Sep 30 • 47
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Paper • 2509.07969 • Published Sep 9 • 59
Reverse-Engineered Reasoning for Open-Ended Generation Paper • 2509.06160 • Published Sep 7 • 149
Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions? Paper • 2509.04292 • Published Sep 4 • 57
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning Paper • 2509.02544 • Published Sep 2 • 124
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Paper • 2508.17445 • Published Aug 24 • 80
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning Paper • 2508.18756 • Published Aug 26 • 36
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction Paper • 2508.11987 • Published Aug 16 • 71
Steel-LLM:From Scratch to Open Source -- A Personal Journey in Building a Chinese-Centric LLM Paper • 2502.06635 • Published Feb 10 • 6