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Ge Liu — most-cited papers & profile · Computer Vision
← authors
·
overview
Ge Liu
23
papers ·
8
citations ·
10
h-index
Vanderbilt University Medical Center
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Lightweight MSA Design Advances Protein Folding From Evolutionary Embeddings
2025 · 2 citations
ProteinZero: Self-Improving Protein Generation via Online Reinforcement Learning
2025 · 2 citations
ProteinZero: Self-Improving Protein Generation via Online Reinforcement Learning
2025 · 2 citations
From Supervision to Exploration: What Does Protein Language Model Learn During Reinforcement Learning?
2025 · 1 citations
From Supervision to Exploration: What Does Protein Language Model Learn During Reinforcement Learning?
2025 · 1 citations
LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling
2026
The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes
2026
LRanker: LLM Ranker for Massive Candidates
2026
LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling
2026
h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network
2026
MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels
2026
Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction
2026
M3: High-fidelity Text-to-Image Generation via Multi-Modal, Multi-Agent and Multi-Round Visual Reasoning
2026
Riemannian Consistency Model
2025
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
2025
Topics
cs.LG
cs.AI
Protein Science
Genomics
Model-Based RL
Training Techniques
stat.ML
Exploration
Drug Discovery
Evaluation