Ge Liu
Scholar

Ge Liu

Google Scholar ID: P6EahzcAAAAJ
PhD in CSAIL, MIT; Assistant Professor @ CS, UIUC; Postdoc at IPD, UW
Machine learningcomputational biologyartificial intelligence
Google Scholar↗
Citations & Impact
All-time
Citations
1,089
 
H-index
12
 
i10-index
14
 
Publications
20
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
27 items
Batched Contextual Reinforcement: A Task-Scaling Law for Efficient Reasoning
2026
Cited
0
MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels
2026
Cited
0
Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs
2026
Cited
0
M3: High-fidelity Text-to-Image Generation via Multi-Modal, Multi-Agent and Multi-Round Visual Reasoning
2026
Cited
0
Protein Autoregressive Modeling via Multiscale Structure Generation
2026
Cited
0
Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation
2026
Cited
0
Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction
2026
Cited
0
UniRec: Unified Multimodal Encoding for LLM-Based Recommendations
2026
Cited
0
Resume (English only)
Co-authors
7 total
Haoyang Zeng
Haoyang Zeng
Xaira Theurapeutics
Siddhartha Jain
Siddhartha Jain
NVIDIA
Jonas Mueller
Jonas Mueller
Cleanlab
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Ed H. Chi
Ed H. Chi
Google DeepMind / Google Brain
Heng-Tze Cheng
Heng-Tze Cheng
Google DeepMind