Guanhua Fang
Scholar

Guanhua Fang

Google Scholar ID: VG7zQQsAAAAJ
Assistant professor, Fudan University
StatisticsMachine learning
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Citations & Impact
All-time
Citations
290
 
H-index
8
 
i10-index
6
 
Publications
20
 
Co-authors
0
 
Contact
Emailfanggh@fudan.edu.cnCVOpen ↗
Publications
4 items
Self-Attention as a Covariance Readout: A Unified View of In-Context Learning and Repetition
2026
Cited
0
Toward a unified framework for data-efficient evaluation of large language models
2025
Cited
0
Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures
2025
Cited
0
Learning under Commission and Omission Event Outliers
2025
Cited
0
Resume
Academic Achievements
  • Published multiple conference papers and journal papers, covering top international conferences such as ICML, NeurIPS, UAI, etc.
Research Experience
  • Currently an assistant professor at the School of Management, Fudan University. Was a postdoctoral researcher at Baidu USA.
Education
  • Received B.S. in Mathematics with the highest honor from Fudan University in 2015; finished Ph.D. at Department of Statistics, Columbia University in May 2020, supervised by Prof. Zhiliang Ying; postdoctoral researcher at Baidu USA from June 2020 to June 2022, under the supervision of Dr. Ping Li.
Background
  • Research interests include statistical modeling and computational algorithms for large complex data, latent class modeling, variational Bayes inference, event history analysis, psychometrics, heavy-tailed data, reinforcement learning, LLM, etc.