LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling Paper • 2606.18023 • Published 10 days ago • 204
MIRA: Mid-training Rubric Anchoring for Source-Aware Data Selection Paper • 2605.30288 • Published 28 days ago • 23
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published Apr 3 • 239
InCoder-32B: Code Foundation Model for Industrial Scenarios Paper • 2603.16790 • Published Mar 17 • 312
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization Paper • 2602.22675 • Published Feb 26 • 23
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 66
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Paper • 2512.04324 • Published Dec 3, 2025 • 159
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 306
Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures Paper • 2510.14616 • Published Oct 16, 2025 • 13
COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with Thought Processes Paper • 2510.14763 • Published Oct 16, 2025 • 14
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation Paper • 2509.25849 • Published Sep 30, 2025 • 49
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Paper • 2509.07969 • Published Sep 9, 2025 • 60
Reverse-Engineered Reasoning for Open-Ended Generation Paper • 2509.06160 • Published Sep 7, 2025 • 151
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
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1, 2025 • 79
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values Paper • 2504.05535 • Published Apr 7, 2025 • 44