OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models Paper • 2604.10866 • Published 6 days ago • 58
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published 16 days ago • 231
InCoder-32B: Code Foundation Model for Industrial Scenarios Paper • 2603.16790 • Published Mar 17 • 308
CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction Paper • 2603.00610 • Published Feb 28 • 35
Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments Paper • 2602.01244 • Published Feb 1 • 16
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published Jan 9 • 59
UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models Paper • 2512.17385 • Published Dec 19, 2025 • 18
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management Paper • 2512.12967 • Published Dec 15, 2025 • 111
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 304
Kimi Linear: An Expressive, Efficient Attention Architecture Paper • 2510.26692 • Published Oct 30, 2025 • 132
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark Paper • 2510.26802 • Published Oct 30, 2025 • 34
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems Paper • 2510.11652 • Published Oct 13, 2025 • 30
Reverse-Engineered Reasoning for Open-Ended Generation Paper • 2509.06160 • Published Sep 7, 2025 • 151
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning Paper • 2509.02544 • Published Sep 2, 2025 • 127
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2, 2025 • 84
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Paper • 2508.17445 • Published Aug 24, 2025 • 80