Zhengyu (Emery) Fang

I am Zhengyu (Emery) Fang, a Ph.D. student in Computer Science at Case Western Reserve University, my research focuses on AI for science, generative models, and multi-modal data analysis.

Publications

Understanding and Mitigating Memorization in Diffusion Models for Tabular Data

Zhengyu Fang*, Zhimeng Jiang*, Huiyuan Chen, Xiao Li, Jing Li

arXiv

ABSPDF

Detection of Opioid Users from Reddit Posts via an Attention-based Bidirectional Recurrent Neural Network

Yuchen Wang*, Zhengyu Fang*, Wei Du, Shuai Xu, Rong Xu, Jing Li

Proceedings of the 2024 8th International Conference on Medical and Health Informatics

ABSPDF

A Pilot Study Using Machine Learning Algorithms and Wearable Technology for the Early Detection of Postoperative Complications After Cardiothoracic Surgery

Jorind Beqari, Joseph Powell, Jacob Hurd, Alexandra L Potter, Meghan McCarthy, Deepti Srinivasan, Danny Wang, James Cranor, Lizi Zhang, Kyle Webster, Joshua Kim, Allison Rosenstein, Zeyuan Zheng, Tung Ho Lin, Jing Li, Zhengyu Fang, Yuhang Zhang, Alex Anderson, James Madsen, Jacob Anderson, Anne Clark, Margaret E Yang, Andrea Nurko, Areej R El-Jawahri, Thoralf M Sundt, Serguei Melnitchouk, Arminder S Jassar, David D’Alessandro, Nikhil Panda, Lana Y Schumacher-Beal, Cameron D Wright, Hugh G Auchincloss, Uma M Sachdeva, Michael Lanuti, Yolonda L Colson, Nathaniel Langer, Asishana Osho, Chi-Fu Jeffrey Yang, Xiao Li

Annals of Surgery (2024)

ABSPDF