Young-Jun Lee PRO

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upvoted 2 papers 3 days ago

PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution

Paper • 2601.10657 • Published 4 days ago • 17

Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering

Paper • 2601.10402 • Published 4 days ago • 34

upvoted a paper 10 days ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published 11 days ago • 196

upvoted 2 papers 12 days ago

SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence

Paper • 2512.22334 • Published 24 days ago • 34

Agentic Rubrics as Contextual Verifiers for SWE Agents

Paper • 2601.04171 • Published 12 days ago • 10

upvoted 2 papers 13 days ago

NitroGen: An Open Foundation Model for Generalist Gaming Agents

Paper • 2601.02427 • Published 15 days ago • 41

K-EXAONE Technical Report

Paper • 2601.01739 • Published 15 days ago • 83

upvoted a paper 20 days ago

Training AI Co-Scientists Using Rubric Rewards

Paper • 2512.23707 • Published 21 days ago • 19

upvoted an article 20 days ago

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Article

Bringing Fusion Down to Earth: ML for Stellarator Optimization

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Jul 2, 2025

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77

upvoted 2 papers 21 days ago

Masking Teacher and Reinforcing Student for Distilling Vision-Language Models

Paper • 2512.22238 • Published 27 days ago • 25

UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture

Paper • 2512.21675 • Published 25 days ago • 24

upvoted a paper 25 days ago

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios

Paper • 2512.18470 • Published 30 days ago • 10

upvoted 4 papers 26 days ago

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 114

MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive, and MCP-Augmented Environments

Paper • 2512.19432 • Published 28 days ago • 12

QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models

Paper • 2512.19526 • Published 28 days ago • 11

Reinforcement Learning for Self-Improving Agent with Skill Library

Paper • 2512.17102 • Published Dec 18, 2025 • 32

upvoted 3 papers 30 days ago

Nemotron-Math: Efficient Long-Context Distillation of Mathematical Reasoning from Multi-Mode Supervision

Paper • 2512.15489 • Published Dec 17, 2025 • 8

Adaptation of Agentic AI

Paper • 2512.16301 • Published Dec 18, 2025 • 101

Kling-Omni Technical Report

Paper • 2512.16776 • Published Dec 18, 2025 • 167

upvoted a paper about 1 month ago

Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows

Paper • 2512.13168 • Published Dec 15, 2025 • 49