Yuchen Yan

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authored 3 papers 3 months ago

KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation

Paper • 2604.08455 • Published Apr 9 • 48

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

Paper • 2603.17775 • Published Mar 18 • 2

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

Paper • 2603.15611 • Published Mar 16 • 10

authored a paper 5 months ago

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

Paper • 2602.06960 • Published Feb 6 • 14

authored a paper 8 months ago

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

Paper • 2510.18855 • Published Oct 21, 2025 • 73

authored 3 papers 9 months ago

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

Paper • 2510.08531 • Published Oct 9, 2025 • 12

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

Paper • 2509.25175 • Published Sep 29, 2025 • 31

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

Paper • 2509.25160 • Published Sep 29, 2025 • 32

authored 5 papers 11 months ago

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

Paper • 2508.05613 • Published Aug 7, 2025 • 17

OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks

Paper • 2508.05614 • Published Aug 7, 2025 • 20

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

Paper • 2508.05615 • Published Aug 7, 2025 • 22

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Paper • 2507.15758 • Published Jul 21, 2025 • 35

Hierarchical Budget Policy Optimization for Adaptive Reasoning

Paper • 2507.15844 • Published Jul 21, 2025 • 17

authored 2 papers 12 months ago

Double-Checker: Enhancing Reasoning of Slow-Thinking LLMs via Self-Critical Fine-Tuning

Paper • 2506.21285 • Published Jun 26, 2025

Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving

Paper • 2502.12022 • Published Feb 17, 2025

authored 5 papers about 1 year ago

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation

Paper • 2506.03139 • Published Jun 3, 2025 • 17

Do Large Language Models Excel in Complex Logical Reasoning with Formal Language?

Paper • 2505.16998 • Published May 22, 2025 • 2

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering

Paper • 2402.14320 • Published Feb 22, 2024

ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models

Paper • 2505.21500 • Published May 27, 2025 • 13

UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models

Paper • 2502.00334 • Published Feb 1, 2025