Souvik Kundu (Preferred)
Souvik Kundu
Researcher, Intel
- Joined August 2019
Names
Emails
****@usc.edu (Confirmed)
, ****@intel.com (Confirmed)
Personal Links
Career & Education History
Researcher
Intel (intel.com)
2022 – Present
PhD student
ECE, University of Southern California (usc.edu)
2017 – 2022
Advisors, Relations & Conflicts
Coauthor
Salman Avetimehr
2022 – Present
Expertise
Model compression for LLMs
2024 – Present
Long context Understanding of LLMs
2024 – Present
Mixture of Experts fine-tuning
2024 – Present
Pruning of DNN Model for Computer vision and NLP
2020 – Present
Federated Learning for Resource-constrained Edge
2022 – 2023
Model and Data Privacy in Deep Learning
2021 – 2022
Brain-Inspired Spiking Neural Network Training and Compression Algorithms
2020 – 2022
Efficient Training of Robust DNNs against Adversarial Attacks
2020 – 2022
Machine Learning Architectures
2019 – 2021