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Ahmad Khan 0001

Ahmad Faraz Khan 0001

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

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2024
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  - conf/eurosys/KhanKAFB024
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Ahmad Faraz Khan, Azal Ahmad Khan, Ahmed M. Abdelmoniem, Samuel Fountain, Ali Raza Butt, Ali Anwar:
FLOAT: Federated Learning Optimizations with Automated Tuning. EuroSys 2024: 200-218
2023
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Haider Ali, Dian Chen, Matthew Harrington, Nathaniel Salazar, Mohannad Al Ameedi, Ahmad Faraz Khan, Ali Raza Butt, Jin-Hee Cho:
A Survey on Attacks and Their Countermeasures in Deep Learning: Applications in Deep Neural Networks, Federated, Transfer, and Deep Reinforcement Learning. IEEE Access 11: 120095-120130 (2023)
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Ahmad Faraz Khan, Yuze Li, Xinran Wang, Sabaat Haroon, Haider Ali, Yue Cheng, Ali Raza Butt, Ali Anwar:
Towards cost-effective and resource-aware aggregation at Edge for Federated Learning. IEEE Big Data 2023: 690-699
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  - journals/corr/abs-2304-07514
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Ahmad Faraz Khan, Xinran Wang, Qi Le, Azal Ahmad Khan, Haider Ali, Jie Ding, Ali Raza Butt, Ali Anwar:
PI-FL: Personalized and Incentivized Federated Learning. CoRR abs/2304.07514 (2023)
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Xinran Wang, Qi Le, Ahmad Faraz Khan, Jie Ding, Ali Anwar:
A Framework for Incentivized Collaborative Learning. CoRR abs/2305.17052 (2023)
2022
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Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Feng Yan, Ali Raza Butt:
TIFF: Tokenized Incentive for Federated Learning. CLOUD 2022: 407-416
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Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Feng Yan, Ali Raza Butt:
Heterogeneity-Aware Adaptive Federated Learning Scheduling. IEEE Big Data 2022: 911-920
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Ahmad Khan, Yuze Li, Ali Anwar, Yue Cheng, Thang Hoang, Nathalie Baracaldo, Ali Raza Butt:
A Distributed and Elastic Aggregation Service for Scalable Federated Learning Systems. CoRR abs/2204.07767 (2022)

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