Young-Jun Lee PRO

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upvoted a paper about 24 hours ago

SanSi: A Looped Typed Decision Model for System 1.5 Thinking

Paper • 2610.07730 • Published 5 days ago • 13

upvoted a paper 4 days ago

Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym

Paper • 2609.37267 • Published 12 days ago • 40

upvoted a paper 5 days ago

When to Switch: Reliable Action-Chunk Extension for Vision-Language-Action Models

Paper • 2610.05719 • Published 6 days ago • 32

upvoted a paper 6 days ago

Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers

Paper • 2610.00531 • Published 11 days ago • 61

upvoted 3 papers 8 days ago

Physis-Lang: Self-Evolving Language as a Physical Representation for Video World Model

Paper • 2609.40358 • Published 11 days ago • 21

OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software

Paper • 2609.39903 • Published 11 days ago • 64

Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation

Paper • 2609.38024 • Published 12 days ago • 64

upvoted a paper 9 days ago

Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents

Paper • 2609.39982 • Published 11 days ago • 120

upvoted 7 papers 10 days ago

Game-Guided Skill Discovery through Self-Play for Playable Agent Control

Paper • 2609.40137 • Published 11 days ago • 6

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

Paper • 2609.40340 • Published 11 days ago • 111

Context Language Models

Paper • 2609.37725 • Published 12 days ago • 46

EasyPPO: Stabilizing the Critic Is Key

Paper • 2609.36802 • Published 12 days ago • 39

SoL-Refiner: Speed-of-Light One-Step Refinement for High-Resolution Video

Paper • 2609.37969 • Published 12 days ago • 43

Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR

Paper • 2609.37868 • Published 12 days ago • 65

Follow the Entities: A Corpus Map for Agentic Search

Paper • 2609.37226 • Published 12 days ago • 100

upvoted 3 papers 11 days ago

Recursive Harness Distillation across Agents for Robot Manipulation

Paper • 2609.33378 • Published 14 days ago • 42

Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning

Paper • 2609.33781 • Published 14 days ago • 46

Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge

Paper • 2609.34327 • Published 13 days ago • 41

upvoted 2 papers 22 days ago

Agora: Git as Shared Memory for Collective AutoResearch

Paper • 2609.18094 • Published 25 days ago • 58

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

Paper • 2609.18805 • Published 25 days ago • 67