Yongliang Shen

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authored 3 papers 3 months ago

IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?

Paper • 2509.24709 • Published Sep 29, 2025 • 6

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

Paper • 2509.25160 • Published Sep 29, 2025 • 30

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

Paper • 2509.25175 • Published Sep 29, 2025 • 30

authored 2 papers 4 months ago

EviNote-RAG: Enhancing RAG Models via Answer-Supportive Evidence Notes

Paper • 2509.00877 • Published Aug 31, 2025 • 2

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

Paper • 2509.11543 • Published Sep 15, 2025 • 47

authored 4 papers 5 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

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

authored 6 papers 6 months ago

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

Paper • 2502.11684 • Published Feb 17, 2025 • 2

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation

Paper • 2506.03139 • Published Jun 3, 2025 • 17

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization

Paper • 2402.17574 • Published Feb 27, 2024

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

Paper • 2507.15846 • Published Jul 21, 2025 • 133

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 • 16

authored 5 papers 7 months ago

TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence

Paper • 2505.24500 • Published May 30, 2025 • 12

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

Paper • 2505.21500 • Published May 27, 2025 • 13

Let LLMs Break Free from Overthinking via Self-Braking Tuning

Paper • 2505.14604 • Published May 20, 2025 • 23

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

Paper • 2505.14684 • Published May 20, 2025 • 24

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

Paper • 2505.15801 • Published May 21, 2025 • 17