Muzammal Naseer

Muzammal Naseer

Asst. Professor, Khalifa University

Biography

I received my Ph.D. degree from the Australian National University, Australia in 2020. My thesis was “Novel Concepts and Designs for Adversarial Attacks and Defenses.” I am an assistant professor in the computer science department of the College of Computing and Mathematical Sciences at Khalifa University.

I am interested in building Robust Intelligent Systems. My research focuses on robust visual-spatial and temporal perception, understanding and explaining AI behavior through adversarial machine learning, representation learning through self-learning ( self-supervision, self-distillation, self-critique, self-reflection), and configuring the role of large language models (LLMs) in building robust AI systems across applications of security and life sciences.

⚡ Top-Venue

  • Four CVPR 2024 papers accepted.
  • One ICLR 2024 paper accepted.
  • One AAAI 2024 paper accepted (Oral, Top 9.0%).
  • One NeurIPS 2023 paper accepted.
  • Three ICCV 2023 papers accepted.
  • Three CVPR 2023 papers accepted.
  • One ICLR 2023 paper accepted.
  • One TPAMI 2022 paper accepted.
  • One CVPR 2022 paper accepted (Oral, Top 5.0%).
  • One ICLR 2022 paper accepted (Spotlight, Top 5.0%).
  • One NeurIPS 2021 paper accepted (Spotlight, Top 3.0%).
  • Two ICCV 2021 papers accepted.
  • One CVPR 2020 paper accepted (Oral, Top 5.7%).
  • One NeurIPS 2019 paper accepted.

🔥 Notable

  • One ACCV 2024 paper accepted (Oral, Top 5.6%).
  • Four MICCAI 2024 papers accepted.
  • One MICCAI 2023 paper accepted (Early Accept, Top 14.0%).
  • One BMVC 2022 paper accepted (Oral, Top 9.5%).
  • One ACCV 2022 paper accepted (Oral, Top 14.6%).

Awards

Postgraduate Research Scholarship
Fee Remission Merit Scholarship
Master of Science Scholarship
University Merit Scholarship