Ahmad Khan

According to our database, Ahmad Khan authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

FLOAT: Federated Learning Optimizations with Automated Tuning.

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

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

A Framework for Incentivized Collaborative Learning.

Xinran Wang, Qi Le, Ahmad Faraz Khan, Jie Ding, Ali Anwar

CoRR, 2023

PI-FL: Personalized and Incentivized Federated Learning.

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

CoRR, 2023

A Survey on Attacks and Their Countermeasures in Deep Learning: Applications in Deep Neural Networks, Federated, Transfer, and Deep Reinforcement Learning.

Haider Ali, Dian Chen, Matthew Harrington, Nathaniel Salazar, Mohannad Al Ameedi, Ahmad Faraz Khan, Ali Raza Butt, Jin-Hee Cho

IEEE Access, 2023

Towards cost-effective and resource-aware aggregation at Edge for Federated Learning.

Ahmad Faraz Khan, Yuze Li, Xinran Wang, Sabaat Haroon, Haider Ali, Yue Cheng, Ali Raza Butt, Ali Anwar

Proceedings of the IEEE International Conference on Big Data, 2023

2022

A Distributed and Elastic Aggregation Service for Scalable Federated Learning Systems.

Ahmad Khan, Yuze Li, Ali Anwar, Yue Cheng, Thang Hoang, Nathalie Baracaldo, Ali Raza Butt

CoRR, 2022

Heterogeneity-Aware Adaptive Federated Learning Scheduling.

Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Feng Yan, Ali Raza Butt

Proceedings of the IEEE International Conference on Big Data, 2022

TIFF: Tokenized Incentive for Federated Learning.

Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Feng Yan, Ali Raza Butt

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022