Luyang Fang

PhD student, University of Georgia

Joined

May 2022

Names

Luyang Fang (Preferred)

Emails

****@uga.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of Georgia (uga.edu)

2021 – 2026

MS student

University of Wisconsin - Madison (wisc.edu)

2019 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Wenxuan Zhong

Present

PhD Advisor

Ping Ma

Present

Expertise

deep learning

LLM

knowledge distillation

efficient training

optimal transport

alignment

Present

Publications

GASDU: Gauss--Southwell Dynamic Update for Efficient LLM Fine-Tuning
Tao Wang, Luyang Fang, Wenxuan Zhong, Ping Ma
- Submitted to ICLR 2026
- Readers: Everyone
Efficient Multi-Task Inferencing: Model Merging with Gromov-Wasserstein Feature Alignment
Luyang Fang, Ehsan Latif, Haoran Lu, Yifan Zhou, Ping Ma, Xiaoming Zhai
- CoRR 2025
- Readers: Everyone
Large Language Models for Bioinformatics
Wei Ruan, Yanjun Lyu, Jing Zhang, Jiazhang Cai, Peng Shu, Yang Ge, Yao Lu, Shang Gao, Yue Wang, Peilong Wang, Lin Zhao, Tao Wang, Yufang Liu, Luyang Fang, Ziyu Liu, Zhengliang Liu, Yiwei Li, Zihao Wu, Junhao Chen, Hanqi Jiang et al. (35 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification
Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma
- ICML 2024 Poster
- Readers: Everyone
A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education
Ehsan Latif, Yifan Zhou, Shuchen Guo, Yizhu Gao, Lehong Shi, Matthew Nayaaba, Gyeong-Geon Lee, Liang Zhang, Arne Bewersdorff, Luyang Fang, Xiantong Yang, Huaqin Zhao, Hanqi Jiang, Haoran Lu, Jiaxi Li, Jichao Yu, Weihang You, Zhengliang Liu, Vincent Shung Liu, Hui Wang et al. (7 additional authors not shown)
- CoRR 2024
- Readers: Everyone
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification
Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma
- ICML 2024
- Readers: Everyone
Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches
Shushan Wu, Luyang Fang, Jinan Zhang, T. N. Sriram, Stephen James Coshatt, Feraidoon Zahiri, H. Alan Mantooth, Jin Ye, Wenxuan Zhong, Ping Ma, WenZhan Song
- IEEE Trans. Smart Grid 2024
- Readers: Everyone
Knowledge Distillation of LLMs for Automatic Scoring of Science Assessments
Ehsan Latif, Luyang Fang, Ping Ma, Xiaoming Zhai
- AIED Companion (2) 2024
- Readers: Everyone
Using GPT-4 to Augment Unbalanced Data for Automatic Scoring
Luyang Fang, Gyeong-Geon Lee, Xiaoming Zhai
- CoRR 2023
- Readers: Everyone
Knowledge Distillation of LLM for Education
Ehsan Latif, Luyang Fang, Ping Ma, Xiaoming Zhai
- CoRR 2023
- Readers: Everyone

View all 11 publications

Co-Authors

View all 83 co-authors