Muhammad Yusuf's Page

Hi, I am an MSCS student at UMass Amherst. My research interests include Computer Vision
and Multimodal Learning
. I have also recently been working with Large Language Models (LLMs)
.
At UMass, I am currently working with Dr. Subhransu Maji on Image Saliency methods. I have also been working with Dr. Chuang Gan on LLM efficiency.
During my undergrad at IIT Gandhinagar, I have have been fortunate to work with Dr. Shanmuganathan Raman and Dr. Mayank Singh. I have also spent my undergrad summers researching at places like Caltech and the University of Calgary.
Here is my Resume (last updated: March 2025). I am always on the lookout for interesting problems and collaboration opportunities!
Selected Publications
- CommVQ: Commutative Vector Quantization for KV Cache CompressionIn International Conference on Machine Learning (ICML) 2025
- GenSync: A Generalized Talking Head Framework for Audio-driven Multi-Subject Lip-Sync using 3D Gaussian SplattingAI for Content Creation (CVPR Workshop) 2025
News
Apr 28, 2025 | Paper on LLM inference efficiency accepted at ICML’25! |
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Apr 28, 2025 | Extended Abstract accepted at the CVPR Workshop on AI for Content Creation! |
Mar 25, 2025 | I’ll be joining Amazon Bellevue (AWS) as an SDE Intern this Summer! |
Sep 4, 2024 | Joined the MSCS program at UMass Amherst! |
Jan 1, 2024 | I have joined Granular.ai as a ML Researcher intern! |