Mingjie Liu
Scholar

Mingjie Liu

Google Scholar ID: HwQEtD0AAAAJ
Assistant Professor, Department of Chemistry, University of Florida
computational materials scienceenergy conversion and storagemachine learningdata scienceAI-driven materials design
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Citations & Impact
All-time
Citations
5,848
 
H-index
24
 
i10-index
28
 
Publications
20
 
Co-authors
13
list available
Contact
Emailmingjieliu@ufl.eduTwitterOpen ↗LinkedInOpen ↗
Publications
21 items
ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents
2026
Cited
0
MolCrystalFlow: Molecular Crystal Structure Prediction via Flow Matching
2026
Cited
0
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
2026
Cited
1
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
arXiv.org · 2026
Cited
14
MolGuidance: Advanced Guidance Strategies for Conditional Molecular Generation with Flow Matching
2025
Cited
0
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025
Cited
0
PEOD: A Pixel-Aligned Event-RGB Benchmark for Object Detection under Challenging Conditions
2025
Cited
0
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
2025
Cited
0
Resume (English only)
Co-authors
13 total
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Heather J. Kulik
Heather J. Kulik
Chemical Engineering and Chemistry, Massachusetts Institute of Technology
Co-author 8
Co-author 8