Suyuchen Wang PRO

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upvoted 3 papers 8 days ago

M^4olGen: Multi-Agent, Multi-Stage Molecular Generation under Precise Multi-Property Constraints

Paper • 2601.10131 • Published 9 days ago • 17

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published 10 days ago • 82

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published 11 days ago • 140

upvoted a paper 16 days ago

Evolving Programmatic Skill Networks

Paper • 2601.03509 • Published 18 days ago • 80

upvoted a paper 2 months ago

AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning

Paper • 2511.19304 • Published Nov 24, 2025 • 91

upvoted 2 papers 3 months ago

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 222

ReCode: Unify Plan and Action for Universal Granularity Control

Paper • 2510.23564 • Published Oct 27, 2025 • 122

upvoted 4 papers 4 months ago

Improving GUI Grounding with Explicit Position-to-Coordinate Mapping

Paper • 2510.03230 • Published Oct 3, 2025 • 4

It Takes Two: Your GRPO Is Secretly DPO

Paper • 2510.00977 • Published Oct 1, 2025 • 32

WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation

Paper • 2508.16763 • Published Aug 22, 2025 • 2

Improving Context Fidelity via Native Retrieval-Augmented Reasoning

Paper • 2509.13683 • Published Sep 17, 2025 • 8

upvoted a paper 7 months ago

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation

Paper • 2506.14028 • Published Jun 16, 2025 • 93

upvoted 6 papers 8 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 187

System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts

Paper • 2505.18962 • Published May 25, 2025 • 12

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

Paper • 2505.21497 • Published May 27, 2025 • 109

GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks

Paper • 2504.12764 • Published Apr 17, 2025 • 42

Chain-of-Model Learning for Language Model

Paper • 2505.11820 • Published May 17, 2025 • 121

Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

Paper • 2505.10554 • Published May 15, 2025 • 120

upvoted a paper 10 months ago

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published Mar 31, 2025 • 301

upvoted a paper 11 months ago

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance

Paper • 2502.08127 • Published Feb 12, 2025 • 58