I am a Masters student in Computer Science at the University of North Carolina, Chapel Hill advised by Prof. Colin Raffel. I am interested in Parameter efficient transfer learning and Multitask learning. I am a recipient of Masters Merit Fellowship at UNC Chapel Hill.

Before starting my masters, I worked as a Research Assistant in DAIR group at Indian Institute of Technology, Delhi, India. I was extremely fortunate to be advised by Prof. Mausam and Prof. Soumen Chakrabarti with whom I worked on Multilingual Open Information Extraction. I received my bachelors degree from Indian Institute of Technology, Madras, India. Here I worked with Prof. Sutanu Chakraborti in Information Retrieval.

Recent Publications

Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
Nikhil Kandpal*, Brian Lester*, Mohammed Muqeeth, Anisha Mascarenhas, Monty Evans, Vishal Baskaran, Tenghao Huang, Haokun Liu, Colin Raffel. ICML 2023

Soft Merging of Experts with Adaptive Routing
Mohammed Muqeeth, Haokun Liu, Colin Raffel. arXiv preprint

Models with Conditional Computation Learn Suboptimal Solutions
Mohammed Muqeeth, Haokun Liu, Colin Raffel. ICBINB workshop, NeurIPS 2022

Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Haokun Liu*, Derek Tam*, Mohammed Muqeeth*, Jay Mohta, Tenghao Huang, Mohit Bansal, Colin Raffel. NeurIPS 2022

Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction
Keshav Kolluru*, Mohammed Muqeeth*, Shubham Mittal, Soumen Chakrabarti, Mausam. ACL 2022

Academic Services

• Conference Reviewer: NeurIPS2023, ACL 2022, EMNLP 2022