Ahmad Khan

According to our database, Ahmad Khan authored at least 18 papers between 2022 and 2025.

Collaborative distances:

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

2025

Sem-DPO: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering.

Anas Mohamed, Azal Ahmad Khan, Xinran Wang, Ahmad Faraz Khan, Shuwen Ge, Saman Bahzad Khan, Ayaan Ahmad, Ali Anwar

CoRR, July, 2025

OPUS-VFL: Incentivizing Optimal Privacy-Utility Tradeoffs in Vertical Federated Learning.

Sindhuja Madabushi, Ahmad Faraz Khan, Haider Ali, Jin-Hee Cho

CoRR, April, 2025

How Accurately Do Large Language Models Understand Code?

Sabaat Haroon, Ahmad Faraz Khan, Ahmad Humayun, Waris Gill, Abdul Haddi Amjad, Ali R. Butt, Mohammad Taha Khan, Muhammad Ali Gulzar

CoRR, April, 2025

FLStore: Efficient Federated Learning Storage for non-training workloads.

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

CoRR, March, 2025

LADs: Leveraging LLMs for AI-Driven DevOps.

Ahmad Faraz Khan, Azal Ahmad Khan, Anas Mohamed, Haider Ali, Suchithra Moolinti, Sabaat Haroon, Usman Tahir, Mattia Fazzini, Ali Raza Butt, Ali Anwar

CoRR, February, 2025

IP-FL: Incentive-Driven Personalization in Federated Learning.

Ahmad Faraz Khan, Xinran Wang, Qi Le, Zain ul Abdeen, Azal Ahmad Khan, Haider Ali, Ming Jin, Jie Ding, Ali Raza Butt, Ali Anwar

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2025

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

ICL: An Incentivized Collaborative Learning Framework.

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

Proceedings of the IEEE International Conference on Big Data, 2024

DynamicFL: Federated Learning with Dynamic Communication Resource Allocation.

Qi Le, Enmao Diao, Xinran Wang, Ahmad Faraz Khan, Vahid Tarokh, Jie Ding, Ali Anwar

Proceedings of the IEEE International Conference on Big Data, 2024

Mitigating Sycophancy in Large Language Models via Direct Preference Optimization.

Azal Ahmad Khan, Sayan Alam, Xinran Wang, Ahmad Faraz Khan, Debanga Raj Neog, Ali Anwar

Proceedings of the IEEE International Conference on Big Data, 2024

Personalized Federated Learning Techniques: Empirical Analysis.

Azal Ahmad Khan, Ahmad Faraz Khan, Haider Ali, Ali Anwar

Proceedings of the IEEE International Conference on Big Data, 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