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Yuchen Yan

Papers
23

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23papers

Authored papers

23

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

arXiv 2026

2026

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

arXiv 2026

2026

GroundAct: Can LLM Agents Ground Actions in Environmental States?

arXiv 2025

2026

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

arXiv 2026

2026

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

arXiv 2025

2025

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation

arXiv 2025

2025

InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models

arXiv 2025

2025

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

arXiv 2025

2025

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

arXiv 2025

2025

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

arXiv 2025

2025

Hierarchical Budget Policy Optimization for Adaptive Reasoning

arXiv 2025

2025

Let LLMs Break Free from Overthinking via Self-Braking Tuning

arXiv 2025

2025

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

arXiv 2025

2025

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

arXiv 2025

2025

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

arXiv 2025

2025

VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models

arXiv 2025

2025

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

arXiv 2025

2025

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

arXiv 2025

2025

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

arXiv 2025

2025

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

arXiv 2025

2025

LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning

arXiv 2024

2024

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

arXiv 2024

2024

Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability,Reproducibility, and Practicality

arXiv 2024

2024

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from 23 papers