Munsif Ali completed master’s degree in 2018 from the Quaid-i-Azam University, Pakistan.
During his master’s degree he worked on the area of routing algorithms for sensor networks.
After Master program, he worked in same area as research assistant at the University of Peshawar, Pakistan.
Currently, he is PhD student, at the University of Parma, Italy in the Department of Engineering and Architecture.
His PhD research topic is Generative Adversarial Networks (GAN).
Publications
Munsif Ali's publications
| Title | Authors | Published in | Year | Links |
|---|---|---|---|---|
| CoLoR-GAN: Continual Few-Shot Learning with Low-Rank Adaptation in Generative Adversarial Networks | M. Ali, L. Rossi, and M. Bertozzi | LECTURE NOTES IN COMPUTER SCIENCE | 2026 |
[IRIS]
[DOI] |
| CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks | M. Ali, L. Rossi, and M. Bertozzi | LECTURE NOTES IN COMPUTER SCIENCE | 2025 |
[IRIS]
[DOI] |
| Towards continual and few-shot learning in generative adversarial networks (GANs) | M. Ali | Università degli Studi di Parma | 2025 | [IRIS] |
| Energy and Path-Aware-Reliable Routing in Underwater Acoustic Wireless Sensor Networks | M. Ali, A. Khan, M. Bertozzi, U. Ullah, S. Altowaijri, I. Ali, and S. Iqbal | WIRELESS COMMUNICATIONS AND MOBILE COMPUTING | 2022 |
[IRIS]
[DOI] |