Shuyu Gan

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upvoted 2 papers 10 days ago

Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?

Paper • 2610.28763 • Published 13 days ago • 28

RIDAR: Safeguarding Research Integrity in Autonomous Research Agents via Automated Detection and Runtime Intervention

Paper • 2610.31372 • Published 11 days ago • 13

upvoted a paper 13 days ago

Each Reward to Its Relevant Tokens: Reward-Specific Token-Level Credit Assignment for Multi-Reward RL

Paper • 2610.21439 • Published 18 days ago • 35

upvoted a collection 20 days ago

🔮Decision 3.0

Collection

Towards Open Multimodal Foundation Decision Models • 9 items • Updated 8 days ago • 135

upvoted a paper 24 days ago

SanSi: A Looped Typed Decision Model for System 1.5 Thinking

Paper • 2610.07730 • Published 27 days ago • 20

upvoted a paper 25 days ago

Agent S: An Open Agentic Framework that Uses Computers Like a Human

Paper • 2410.08164 • Published Oct 10, 2024 • 28

upvoted 2 papers about 1 month ago

Make Sparse Rewards Count: Density-Aware Reward Aggregation for Multi-Reward RL

Paper • 2610.00574 • Published Sep 30 • 34

EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery

Paper • 2609.40340 • Published Sep 30 • 94

upvoted a collection about 1 month ago

Ouro

Collection

a family of pre-trained Looped Language Models. • 4 items • Updated Oct 29, 2025 • 38

upvoted 2 papers 4 months ago

Optimizing Visual Generative Models via Distribution-wise Rewards

Paper • 2607.02291 • Published Jul 2 • 17

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks

Paper • 2606.29082 • Published Jun 27 • 43

upvoted a paper 9 months ago

CUA-Skill: Develop Skills for Computer Using Agent

Paper • 2601.21123 • Published Jan 28 • 15