Publications

2024

1. ACM EuroSys ’24

   FLOAT: Federated Learning Optimizations with Automated Tunnings

   Ahmad Faraz Khan, Azal Ahmad Khan, Samuel Fountain, Ahmed M. Abdelmoniem, Ali Butt, and Ali Anwar

   ACM EuroSys 2024 Feb 2024
2. RAASS

   A quantum-inspired predator-prey algorithm for real-parameter optimization

   Azal Ahmad Khan, Salman Hussain, and Rohitash Chandra

   Recent Advances in Algorithms for Swarm Systems Jan 2024

   Bib Paper Code

   @article{khan2024quantum,
     title = {A quantum-inspired predator-prey algorithm for real-parameter optimization},
     author = {Khan, Azal Ahmad and Hussain, Salman and Chandra, Rohitash},
     journal = {Recent Advances in Algorithms for Swarm Systems},
     year = {2024},
     month = jan,
     paper = {https://www.mdpi.com/1999-4893/17/1/33},
   }

3. Under review

   PI-FL: Personalized and Incentivized Federated Learning

   Ahmad Faraz Khan, Xinran Wang, Qi Le, Azal Ahmad Khan, Haider Ali, Jie Ding, Ali Anwar, and Ali Butt

   Under review at ICML 2024 Apr 2024

   arXiv Bib

   @article{khan2024pifl,
     title = {PI-FL: Personalized and Incentivized Federated Learning},
     author = {Khan, Ahmad Faraz and Wang, Xinran and Le, Qi and Khan, Azal Ahmad and Ali, Haider and Ding, Jie and Anwar, Ali and Butt, Ali},
     journal = {Under review at ICML 2024},
     year = {2024},
     month = apr,
   }

2023

1. To be submitted

   Bachelor Thesis

   Azal Ahmad Khan, and Debanga Raj Neog

   TBD Dec 2023
2. ESWA

   A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation

   Azal Ahmad Khan, Omkar Chaudhari, and Rohitash Chandra

   Expert Systems With Applications Dec 2023

   arXiv Bib Code

   @article{khan2023ensemble,
     title = {A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation},
     author = {Khan, Azal Ahmad and Chaudhari, Omkar and Chandra, Rohitash},
     journal = {Expert Systems With Applications},
     year = {2023},
     month = dec,
   }

3. To be submitted

   Personalized Federated Learning Techniques: Empirical Analysis

   Azal Ahmad Khan, Ahmad Faraz Khan, Hassan Ali, and Ali Anwar

   TBD Apr 2023