Young-Jun Lee PRO

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upvoted 3 papers about 17 hours ago

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

Paper • 2606.06473 • Published 2 days ago • 4

AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints

Paper • 2606.05622 • Published 2 days ago • 34

TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration

Paper • 2606.04743 • Published 3 days ago • 36

upvoted 2 papers 1 day ago

BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution

Paper • 2606.01286 • Published 6 days ago • 5

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

Paper • 2606.05080 • Published 3 days ago • 27

upvoted a paper 4 days ago

K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts

Paper • 2606.02404 • Published 5 days ago • 53

upvoted a paper 8 days ago

OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources

Paper • 2605.29250 • Published 9 days ago • 76

upvoted 10 papers 9 days ago

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation

Paper • 2605.28655 • Published 10 days ago • 11

ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations

Paper • 2605.27908 • Published 10 days ago • 6

Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents

Paper • 2605.28775 • Published 10 days ago • 38

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

Paper • 2605.26340 • Published 12 days ago • 35

ResearchMath-14K: Scaling Research-Level Mathematics via Agents

Paper • 2605.28003 • Published 10 days ago • 49

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published 10 days ago • 419

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published 10 days ago • 89

ProRL: Effective Reinforcement Learning for Proactive Recommendation via Rectified Policy Gradient Estimation

Paper • 2605.28293 • Published 10 days ago • 87

ECHO: Terminal Agents Learn World Models for Free

Paper • 2605.24517 • Published 14 days ago • 7

CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents

Paper • 2605.25624 • Published 12 days ago • 33

upvoted 3 papers 11 days ago

π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Paper • 2605.14678 • Published 18 days ago • 104

Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback

Paper • 2605.17448 • Published 20 days ago • 19

SCOPE: Simulating Cross-game Operations in Playable Environments for FPS World Models

Paper • 2605.23345 • Published 15 days ago • 17