Scholar
Ge Liu
Google Scholar ID: P6EahzcAAAAJ
PhD in CSAIL, MIT; Assistant Professor @ CS, UIUC; Postdoc at IPD, UW
Machine learning
computational biology
artificial intelligence
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Citations & Impact
All-time
Citations
1,089
H-index
12
i10-index
14
Publications
20
Co-authors
7
list available
Publications
54 items
Does Scaling Reinforcement Learning Really Require More Training?
2026
Cited
0
How Much Can Language Models Gain from Test-Time Computation?
2026
Cited
0
UBTree: Parallel Tree Drafting via Unigram and Bigram Models for Speculative Decoding
2026
Cited
0
$S^3$: Spectral Null-Space Swap Makes Reasoning Models Efficient
2026
Cited
0
SpeechGym: An Audio-Native Gym for Training Voice Agents via Reinforcement Learning
2026
Cited
0
Can We Read the Mind of an Audio LLM? A Verbalizable, Multilingual Middle-Layer Workspace
2026
Cited
0
Stochastic Control Policies for Robust Molecular Transition Path Sampling
2026
Cited
0
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers
2026
Cited
0
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Co-authors
5 total
Haoyang Zeng
Xaira Theurapeutics
Siddhartha Jain
NVIDIA
Jonas Mueller
Cleanlab
Ed H. Chi
Google DeepMind / Google Brain
Heng-Tze Cheng
Google DeepMind
