Minghui Jia

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upvoted a paper 2 days ago

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?

Paper • 2606.24530 • Published 4 days ago • 55

upvoted a paper 15 days ago

ProcMEM: Learning Reusable Procedural Memory from Experience via Non-Parametric PPO for LLM Agents

Paper • 2602.01869 • Published Feb 2 • 1

upvoted a paper 17 days ago

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Paper • 2606.07591 • Published 30 days ago • 95

upvoted a paper 24 days ago

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Paper • 2605.23904 • Published May 22 • 247

upvoted a paper about 1 month ago

MMSkills: Towards Multimodal Skills for General Visual Agents

Paper • 2605.13527 • Published May 14 • 121

upvoted a paper 2 months ago

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published Apr 6 • 35

upvoted 3 papers 3 months ago

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 352

Towards a Medical AI Scientist

Paper • 2603.28589 • Published Mar 30 • 91

PRBench: End-to-end Paper Reproduction in Physics Research

Paper • 2603.27646 • Published Mar 29 • 29

upvoted 3 papers 4 months ago

Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems

Paper • 2602.08847 • Published Feb 9 • 29

InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery

Paper • 2602.08990 • Published Feb 9 • 79

Towards Autonomous Mathematics Research

Paper • 2602.10177 • Published Feb 10 • 36

upvoted a paper 5 months ago

LLM-in-Sandbox Elicits General Agentic Intelligence

Paper • 2601.16206 • Published Jan 22 • 87

New activity in Maxwell-Jia/Spec-o3-ColdStartSFT 5 months ago

Add paper link, code link, and update task category

1

#2 opened 5 months ago by

nielsr

updated a dataset 5 months ago

Maxwell-Jia/Spec-o3-ColdStartSFT

Viewer • Updated Jan 19 • 942 • 3.38k

upvoted a paper 5 months ago

Spec-o3: A Tool-Augmented Vision-Language Agent for Rare Celestial Object Candidate Vetting via Automated Spectral Inspection

Paper • 2601.06498 • Published Jan 10 • 1

updated a dataset 5 months ago

Maxwell-Jia/SpecVI-Bench

Viewer • Updated Jan 13 • 10.1k • 49

updated 2 models 5 months ago

Maxwell-Jia/spec-o3-7b

Image-Text-to-Text • 8B • Updated Jan 13 • 2 • 1

Maxwell-Jia/spec-o3-3b

Image-Text-to-Text • 4B • Updated Jan 13 • 3 • 1

updated a collection 5 months ago

Spec-o3

Collection

A Tool-Augmented Vision-Language Agent for Rare Celestial Object Candidate Vetting via Automated Spectral Inspection • 5 items • Updated Jan 13 • 1