Yuchen Yan

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authored a paper 6 days ago

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

Paper • 2510.18855 • Published 7 days ago • 60

authored a paper 19 days ago

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

Paper • 2510.08531 • Published 19 days ago • 11

authored 2 papers 29 days ago

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

Paper • 2509.25175 • Published 29 days ago • 29

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

Paper • 2509.25160 • Published 29 days ago • 30

authored 5 papers 3 months ago

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

Paper • 2508.05613 • Published Aug 7 • 17

OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks

Paper • 2508.05614 • Published Aug 7 • 20

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

Paper • 2508.05615 • Published Aug 7 • 22

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Paper • 2507.15758 • Published Jul 21 • 35

Hierarchical Budget Policy Optimization for Adaptive Reasoning

Paper • 2507.15844 • Published Jul 21 • 16

authored 2 papers 4 months ago

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

Paper • 2506.21285 • Published Jun 26

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

Paper • 2502.12022 • Published Feb 17

authored 9 papers 5 months ago

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation

Paper • 2506.03139 • Published Jun 3 • 17

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

Paper • 2505.16998 • Published May 22 • 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 • 13

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

Paper • 2502.00334 • Published Feb 1

A Survey on (M)LLM-Based GUI Agents

Paper • 2504.13865 • Published Mar 27 • 5

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification

Paper • 2503.01940 • Published Mar 3

Let LLMs Break Free from Overthinking via Self-Braking Tuning

Paper • 2505.14604 • Published May 20 • 23

Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning

Paper • 2505.14684 • Published May 20 • 24