Zhihan Liu
Scholar

Zhihan Liu

Google Scholar ID: 0VVg_R4AAAAJ
Northwestern University
large language modelsreinforcement learningoffline learningonline learning
Google Scholar↗
Citations & Impact
All-time
Citations
396
 
H-index
9
 
i10-index
9
 
Publications
17
 
Co-authors
13
list available
Contact
No contact links provided.
Publications
7 items
Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents
2026
Cited
0
Agent Learning via Early Experience
2025
Cited
0
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning
2025
Cited
0
Hindsight Planner: A Closed-Loop Few-Shot Planner for Embodied Instruction Following
2024
Cited
0
Reward-Augmented Data Enhances Direct Preference Alignment of LLMs
arXiv.org · 2024
Cited
1
Toward Automated Simulation Research Workflow through LLM Prompt Engineering Design.
Journal of Chemical Information and Modeling · 2024
Cited
1
Approximate Bayesian Computation sequential Monte Carlo via random forests
2024
Cited
3
Resume (English only)
Co-authors
13 total
Zhaoran Wang
Zhaoran Wang
Associate Professor at Northwestern University
Shenao Zhang
Shenao Zhang
Northwestern University
Hongyi Guo
Hongyi Guo
Northwestern University
Boyi Liu
Boyi Liu
Snowflake AI Research
Miao Lu
Miao Lu
Stanford University
Han Zhong
Han Zhong
Peking University
Co-author 7
Co-author 7
Zhuoran Yang
Zhuoran Yang
Yale University