Muhammad Yusuf's Page

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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

  1. CommVQ: Commutative Vector Quantization for KV Cache Compression
    Junyan Li, Yang Zhang, Muhammad Yusuf Hassan, and 8 more authors
    In International Conference on Machine Learning (ICML) 2025
  2. GenSync: A Generalized Talking Head Framework for Audio-driven Multi-Subject Lip-Sync using 3D Gaussian Splatting
    Anushka Agarwal, Muhammad Yusuf Hassan, and Talha Chafekar
    AI for Content Creation (CVPR Workshop) 2025
  3. LineEX: Data Extraction from Scientific Line Charts
    Shivasankaran V P*, Muhammad Yusuf Hassan*, and Mayank Singh
    In WACV 2023

News

Apr 28, 2025 Paper on LLM inference efficiency accepted at ICML’25!
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!