Nageen Himayat

Principal Researcher, Intel Labs, Intel

Joined

April 2022

Names

Nageen Himayat (Preferred)

Emails

****@intel.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Intel Labs , Intel (intel.com)

2004 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

AI and ML

,

AI/ML security and privacy

,

Edge AI

,

Distributed AI

,

Next G wireless networks

2004 – Present

Wireless Communications

1998 – 2004

Communication Networks

1994 – 1998

Publications

Buffer-based Gradient Projection for Continual Federated Learning
Shenghong Dai, Jy-yong Sohn, Yicong Chen, S M Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee
- Accepted by TMLR
- Readers: Everyone
Distributed Training of Large Graph Neural Networks with Variable Communication Rates
Juan Cervino, Md Asadullah Turja, Hesham Mostafa, Nageen Himayat, Alejandro Ribeiro
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
FedGP: Buffer-based Gradient Projection for Continual Federated Learning
Shenghong Dai, Yicong Chen, Jy-yong Sohn, S M Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee
- Submitted to ICLR 2024
- Readers: Everyone
FedGP: Buffer-based Gradient Projection for Continual Federated Learning
Shenghong Dai, Bryce Yicong Chen, Jy-yong Sohn, S M Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee
- Published: 16 May 2023, Last Modified: 02 Jul 2023
- FLSys 2023
- Readers: Everyone
Resource-Efficient Federated Hyperdimensional Computing
Nikita Zeulin, Olga Galinina, Nageen Himayat, Sergey Andreev
- Published: 16 May 2023, Last Modified: 02 Jul 2023
- FLSys 2023
- Readers: Everyone

Co-Authors