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Ge Liu — most-cited papers & profile · Recommender Systems
← authors
·
overview
Ge Liu
16
papers ·
9
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
Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing
2020 · 1 citations
SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads
2026
Batched Contextual Reinforcement: A Task-Scaling Law for Efficient Reasoning
2026
Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards
2025
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
2025
Topics
Protein Science
Genomics
cs.LG
cs.AI
Drug Discovery
Model-Based RL
Meta-RL
Policy Gradient
Uncategorized
Exploration