Yi Zhou

Overview

Yi Zhou

Title

Research Staff Member, Master Inventor

Location

IBM Research - Almaden San Jose, CA USA

Bio

Yi Zhou is a Research Staff Member at IBM’s Almaden Research Center in San Jose, CA. Her primary research interests lie in the design of efficient algorithms and techniques for problems that arise in the field of machine learning, federated learning, adversarial machine learning and data security and privacy, etc. More specifically, she worked on building IBM Federated Learning Library and defending against data poisoning attacks for the past few years. Recently, she is also interested in unlearning and data engineering for large language models.

Yi Zhou received her Ph.D. degree from Georgia Institute of Technology in 2018. Her doctoral dissertation focused on designing stochastic algorithms for distributed optimization and machine learning.

Publications

Patents

Projects

Top collaborators

NB
Nathalie Baracaldo

Nathalie Baracaldo

Manager of AI Security and Privacy Solutions - Senior Research Scientist - Master Inventor, Ph.D.
HL
Heiko Ludwig

Heiko Ludwig

Principal Research Staff Member, Senior Manager AI Platforms, Master Inventor