Yongliang Shen

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authored 6 papers 14 days ago

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

Paper • 2502.11684 • Published Feb 17 • 2

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation

Paper • 2506.03139 • Published Jun 3 • 15

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 14 days ago • 126

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Paper • 2507.15758 • Published 14 days ago • 34

Hierarchical Budget Policy Optimization for Adaptive Reasoning

Paper • 2507.15844 • Published 14 days ago • 16

authored 5 papers 2 months ago

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

Paper • 2505.24500 • Published May 30 • 12

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

Paper • 2505.21500 • Published May 27 • 12

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 • 23

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

Paper • 2505.15801 • Published May 21 • 17

authored 9 papers 3 months ago

DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL

Paper • 2503.04959 • Published Mar 6

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification

Paper • 2503.01940 • Published Mar 3

A Survey on (M)LLM-Based GUI Agents

Paper • 2504.13865 • Published Mar 27 • 4

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

Paper • 2503.06692 • Published Mar 9 • 2

Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems

Paper • 2503.06470 • Published Mar 9 • 2

MAKIMA: Tuning-free Multi-Attribute Open-domain Video Editing via Mask-Guided Attention Modulation

Paper • 2412.19978 • Published Dec 28, 2024 • 1

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning

Paper • 2407.00390 • Published Jun 29, 2024

Entering Real Social World! Benchmarking the Theory of Mind and Socialization Capabilities of LLMs from a First-person Perspective

Paper • 2410.06195 • Published Oct 8, 2024

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9, 2024 • 48