Yuchen Yan

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upvoted a paper 12 days ago

CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution

Paper • 2603.17775 • Published 16 days ago • 2

upvoted a paper 17 days ago

Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning

Paper • 2603.15611 • Published 18 days ago • 10

upvoted 2 papers about 2 months ago

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published Feb 12 • 93

InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning

Paper • 2602.06960 • Published Feb 6 • 14

upvoted a paper 5 months ago

Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model

Paper • 2510.18855 • Published Oct 21, 2025 • 73

upvoted 5 papers 6 months ago

The Markovian Thinker

Paper • 2510.06557 • Published Oct 8, 2025 • 32

SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models

Paper • 2510.08531 • Published Oct 9, 2025 • 12

Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners

Paper • 2509.26226 • Published Sep 30, 2025 • 34

GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts

Paper • 2509.25160 • Published Sep 29, 2025 • 32

EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering

Paper • 2509.25175 • Published Sep 29, 2025 • 31

upvoted 2 papers 7 months ago

UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning

Paper • 2509.11543 • Published Sep 15, 2025 • 50

LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning

Paper • 2409.12929 • Published Sep 19, 2024 • 2

upvoted 4 papers 8 months ago

Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models

Paper • 2508.09138 • Published Aug 12, 2025 • 37

Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models

Paper • 2508.05613 • Published Aug 7, 2025 • 17

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

Paper • 2508.05615 • Published Aug 7, 2025 • 22

OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks

Paper • 2508.05614 • Published Aug 7, 2025 • 20

upvoted 4 papers 9 months ago

MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task

Paper • 2502.11684 • Published Feb 17, 2025 • 2

Hierarchical Budget Policy Optimization for Adaptive Reasoning

Paper • 2507.15844 • Published Jul 21, 2025 • 17

GUI-G^2: Gaussian Reward Modeling for GUI Grounding

Paper • 2507.15846 • Published Jul 21, 2025 • 135

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Paper • 2507.15758 • Published Jul 21, 2025 • 35