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Ahmad Khan

Orcid: 0009-0009-3867-5656

Affiliations:
  • Virginia Tech, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA


According to our database1, Ahmad Khan authored at least 9 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2024
Personalized Federated Learning Techniques: Empirical Analysis.
[BibTeX]
[DOI]
Azal Ahmad Khan
,
Ahmad Faraz Khan
,
Haider Ali
,
Ali Anwar
CoRR, 2024

FLOAT: Federated Learning Optimizations with Automated Tuning.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Xinran Wang
,
Qi Le
,
Ahmad Faraz Khan
,
Jie Ding
,
Ali Anwar
CoRR, 2023

PI-FL: Personalized and Incentivized Federated Learning.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Ahmad Khan
,
Yuze Li
,
Ali Anwar
,
Yue Cheng
,
Thang Hoang
,
Nathalie Baracaldo
,
Ali Raza Butt
CoRR, 2022

Heterogeneity-Aware Adaptive Federated Learning Scheduling.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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


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