Scholar
Huimin Cheng
Google Scholar ID: ILbnB1QAAAAJ
Assistant Professor, Boston University
Complex Network
Machine Learning
Bioinfomatics
Smoothing spline
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Citations & Impact
All-time
Citations
344
H-index
11
i10-index
11
Publications
20
Co-authors
9
list available
Publications
6 items
A Statistical Perspective on Knowledge Distillation: Foundations, Classical Methods, and Large Language Model Extensions
2026
Cited
0
Complex Problem Solving in Large Language Models: A Statistical Control Survey and Diagnostic Framework
2026
Cited
0
DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging
2025
Cited
0
Transfer Learning on Edge Connecting Probability Estimation under Graphon Model
2025
Cited
0
Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges
2025
Cited
0
Transfer Learning Under High-Dimensional Network Convolutional Regression Model
2025
Cited
0
Co-authors
5 total
Ping Ma
University of Georgia
WenZhan Song
Georgia Power Mickey A. Brown Professor, Computer Engineering, University of Georgia
Debarghya Mukherjee
Assistant Professor, Boston University
Wenxuan Zhong
Professor of Statistics, University of Georgia
Cheng Meng
Institute of Statistics and Big Data, Renmin University of China
