PaperHub
影响力指数
80.7/100
前 1.3%
全站排名 #849
发表论文24 篇
平均评分5.3
年均产出8.0 篇/年

Ge Liu

Assistant Professor@University of Illinois at Urbana-Champaign·美国·OpenReview
研究方向

machine learning · computational biology · deep learning · reinforcement learning · active learning · generative models

6.5
36

Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards

ICLR 2026Poster
5.5
23

mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules

ICLR 2026Oral
5.3
12

MSAFlow: a Unified Approach for MSA Representation, Augmentation, and Family-based Protein Design

ICLR 2026Rejected
通讯
5.3
21

ProteinZero: Self-Improving Protein Generation via Online Reinforcement Learning

ICLR 2026Rejected
通讯
5.0
29

Protein Autoregressive Modeling via Multiscale Structure Generation

ICLR 2026Rejected
4.7
9

Lightweight MSA Design Advances Protein Folding From Evolutionary Embeddings

ICLR 2026Rejected
4.5
21

h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network

ICLR 2026Poster
通讯
4.0
12

Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards

ICLR 2026Withdrawn
3.5
5

Improving Protein Sequence Design through Designability Preference Optimization

ICLR 2026Withdrawn
2.7
8

From Supervision to Exploration: What Does Protein Language Model Learn During Reinforcement Learning?

ICLR 2026Desk Rejected
7.5
26

Riemannian Consistency Model

NeurIPS 2025Poster
通讯
7.3
20

Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models

NeurIPS 2025Poster
通讯
6.8
22

Variational Supervised Contrastive Learning

NeurIPS 2025Poster
通讯
6.5
39

Training Free Guided Flow-Matching with Optimal Control

ICLR 2025Poster
通讯
6.2
32

Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension

ICLR 2025Poster
6.0
30

Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization

ICLR 2025Poster
通讯
5.5
33

PREMIUM: LLM Personalization with Individual-level Preference Feedback

ICLR 2025Rejected
三作
4.3
24

Hierarchical Protein Backbone Generation with Latent and Structure Diffusion

ICLR 2025Rejected
三作
4.0
34

FARM: Functional Group-Aware Representations for Small Molecules

ICLR 2025Rejected
三作
3.8
5

Thought-Retriever: Don’t Just Retrieve Raw Data, Retrieve Thoughts

ICLR 2025Withdrawn
合作者 (20)