Rui Liu
Scholar

Rui Liu

Google Scholar ID: pMeiokwAAAAJ
University of Maryland, College Park
RoboticsMultimodal LearningReinforcement LearningLarge Language Models
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Citations & Impact
All-time
Citations
231
 
H-index
8
 
i10-index
7
 
Publications
19
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
7 items
Plug-and-Play Reweighting for Resilient Collaborative Decision-Making in Connected Autonomous Driving
2026
Cited
0
Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling
2026
Cited
0
CodecCap: High-Fidelity Codec-Inspired Residual Modeling for Dense Video Captioning
2026
Cited
0
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling
2026
Cited
0
Active Asymmetric Multi-Agent Multimodal Learning under Uncertainty
2026
Cited
0
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing
2026
Cited
1
Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning
2026
Cited
0
Resume (English only)
Co-authors
9 total
Pratap Tokekar
Pratap Tokekar
Associate Professor, University of Maryland
Dong Yu (俞栋)
Dong Yu (俞栋)
Distinguished Scientist @ Tencent AI Lab, ACM/IEEE/ISCA Fellow
Amisha Bhaskar
Amisha Bhaskar
PhD student, University of Maryland, college park
Guangyao Shi
Guangyao Shi
University of Southern California
Tong Zheng
Tong Zheng
University of Maryland, College Park; Northeastern University
Dian Yu
Dian Yu
Tencent AI Lab
Ming Lin
Ming Lin
Distinguished University Professor of University of Maryland at College Park & Amazon
Peng Gao
Peng Gao
Assistant Professor, North Carolina State University