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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
43 items
TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning
2026
Cited
0
Variable-Length Generative Protein Design via Generalized Poisson Flow
2026
Cited
0
EventConnector: Mining Social Event Relations through Temporal Graphs
2026
Cited
0
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
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