Mellon M. Zhang
Georgia Institute of Technology, Atlanta, Georgia, USA
I am a Machine Learning PhD student at Georgia Tech and a graduate research assistant in the Trustworthy Robotics Lab, advised by Professor Glen Chou. My research focuses on enabling reliable real-world deployment of perception-driven robotic systems and foundation models. I am interested in improving the real-time reactivity, scalability, and generalizability of end-to-end (E2E) networks and vision-language-action (VLA) models for robotics and autonomous driving.
Previously, I was a MSECE student at Georgia Tech, working on efficient and hardware-friendly 3D perception algorithms with Professor Saibal Mukhopadhyay. I graduated from the University of California, Berkeley in 2023 with a Bachelor's degree in Computer Science. In my undergrad years, I explored dense associative memories for robust image classification as part of a summer undergraduate research fellowship experience at Georgia Tech. I was also a research assistant and Rose Hills Fellow in the UC Berkeley Knight Lab, working with Professor Robert Knight on circuit-tracing large language foundation models from a neuroscience perspective.
news
I received the WACV 2026 Travel Support Award. See you in Tucson!
Our work on MAPS is now out on arXiv. We propose an effective new framework for maintaining broad generalizability during VLM-to-VLA transfer. Our project site is also live.
Our work on Towards Streaming LiDAR Object Detection with Point Clouds as Egocentric Sequences was accepted to WACV 2026.
My ongoing work in active uncertainty mitigation for LiDAR perception will be supported in part by the Lambda Research Grant!
I began my PhD in machine learning at Georgia Tech.
Our work on Polar Hierarchical Mamba was accepted to the 4DV: Modeling the Dynamic World workshop @ CVPR 2025.
I started my MS at Georgia Tech.
I graduated from UC Berkeley with a BA in Computer Science.
I was awarded a Berkeley SURF Rose Hills Fellowship.
I received the 2nd prize at the Georgia Tech Summer Research Symposium.
I began my SURE fellowship at Georgia Tech.