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
40 items
Generative Modeling of Discrete Latent Structures via Dynamic Policy Gradients
2026
Cited
0
ExpWeaver: LLM Agents Learn from Experience via Latent RAG
2026
Cited
0
ElasticMem: Latent Memory as a Learnable Resource for LLM Agents
2026
Cited
0
ExpGraph: Model-Agnostic Experience Learning with Graph-Structured Memory for LLM Agents
2026
Cited
0
LRanker: LLM Ranker for Massive Candidates
2026
Cited
0
Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents
2026
Cited
0
Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation
2026
Cited
0
The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes
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