Jinsung Yoon

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upvoted 2 papers about 1 month ago

AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

Paper • 2606.05080 • Published Jun 3 • 30

ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence

Paper • 2605.26340 • Published May 25 • 36

upvoted a paper about 2 months ago

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

Paper • 2605.10899 • Published May 11 • 79

upvoted a paper 3 months ago

PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing

Paper • 2604.05018 • Published Apr 6 • 3

upvoted 3 papers 5 months ago

MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement

Paper • 2506.15692 • Published May 27, 2025 • 3

MARS: Modular Agent with Reflective Search for Automated AI Research

Paper • 2602.02660 • Published Feb 2 • 67

PaperBanana: Automating Academic Illustration for AI Scientists

Paper • 2601.23265 • Published Jan 30 • 229

upvoted a paper 9 months ago

CoDA: Agentic Systems for Collaborative Data Visualization

Paper • 2510.03194 • Published Oct 3, 2025 • 31

authored a paper over 1 year ago

Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Paper • 2501.10893 • Published Jan 18, 2025 • 26