Ahmad Faraz Khan

20 papers A 2B 7Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
FLStore: Efficient Federated Learning Storage for non-training workloads.
MLSys
Ahmad Faraz Khan, Samuel Fountain, Ahmed M. Abdelmoniem, Ali Raza Butt, Ali Anwar
2025 J jnl
FLStore: Efficient Federated Learning Storage for non-training workloads.
CoRR
Ahmad Faraz Khan, Samuel Fountain, Ahmed M. Abdelmoniem, Ali Raza Butt, Ali Anwar
2025 J jnl
How Accurately Do Large Language Models Understand Code?
CoRR
Sabaat Haroon, Ahmad Faraz Khan, Ahmad Humayun, Waris Gill, Abdul Haddi Amjad, Ali Raza Butt, Mohammad Taha Khan, Muhammad Ali Gulzar
2025 A conf
IP-FL: Incentive-Driven Personalization in Federated Learning.
IPDPS
Ahmad Faraz Khan, Xinran Wang, Qi Le, Zain ul Abdeen, Azal Ahmad Khan, Haider Ali, Ming Jin, Jie Ding, Ali Raza Butt, Ali Anwar
2025 J jnl
LADs: Leveraging LLMs for AI-Driven DevOps.
CoRR
Ahmad Faraz Khan, Azal Ahmad Khan, Anas Mohamed, Haider Ali, Suchithra Moolinti, Sabaat Haroon, Usman Tahir, Mattia Fazzini, Ali Raza Butt, Ali Anwar
2025 J jnl
OPUS-VFL: Incentivizing Optimal Privacy-Utility Tradeoffs in Vertical Federated Learning.
CoRR
Sindhuja Madabushi, Ahmad Faraz Khan, Haider Ali, Jin-Hee Cho
2025 J jnl
PRIVEE: Privacy-Preserving Vertical Federated Learning Against Feature Inference Attacks.
CoRR
Sindhuja Madabushi, Ahmad Faraz Khan, Haider Ali, Ananthram Swami, Rui Ning, Hongyi Wu, Jin-Hee Cho
2025 J jnl
Sem-DPO: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering.
CoRR
Anas Mohamed, Azal Ahmad Khan, Xinran Wang, Ahmad Faraz Khan, Shuwen Ge, Saman Bahzad Khan, Ayaan Ahmad, Ali Anwar
2024 B conf
DynamicFL: Federated Learning with Dynamic Communication Resource Allocation.
IEEE Big Data
Qi Le, Enmao Diao, Xinran Wang, Ahmad Faraz Khan, Vahid Tarokh, Jie Ding, Ali Anwar
2024 A conf
FLOAT: Federated Learning Optimizations with Automated Tuning.
EuroSys
Ahmad Faraz Khan, Azal Ahmad Khan, Ahmed M. Abdelmoniem, Samuel Fountain, Ali Raza Butt, Ali Anwar
2024 B conf
ICL: An Incentivized Collaborative Learning Framework.
IEEE Big Data
Xinran Wang, Qi Le, Ahmad Faraz Khan, Jie Ding, Ali Anwar
2024 B conf
Mitigating Sycophancy in Large Language Models via Direct Preference Optimization.
IEEE Big Data
Azal Ahmad Khan, Sayan Alam, Xinran Wang, Ahmad Faraz Khan, Debanga Raj Neog, Ali Anwar
2024 B conf
Personalized Federated Learning Techniques: Empirical Analysis.
IEEE Big Data
Azal Ahmad Khan, Ahmad Faraz Khan, Haider Ali, Ali Anwar
2024 J jnl
Personalized Federated Learning Techniques: Empirical Analysis.
CoRR
Azal Ahmad Khan, Ahmad Faraz Khan, Haider Ali, Ali Anwar
2023 J jnl
A Framework for Incentivized Collaborative Learning.
CoRR
Xinran Wang, Qi Le, Ahmad Faraz Khan, Jie Ding, Ali Anwar
2023 J jnl
A Survey on Attacks and Their Countermeasures in Deep Learning: Applications in Deep Neural Networks, Federated, Transfer, and Deep Reinforcement Learning.
IEEE Access
Haider Ali, Dian Chen, Matthew Harrington, Nathaniel Salazar, Mohannad Al Ameedi, Ahmad Faraz Khan, Ali Raza Butt, Jin-Hee Cho
2023 J jnl
PI-FL: Personalized and Incentivized Federated Learning.
CoRR
Ahmad Faraz Khan, Xinran Wang, Qi Le, Azal Ahmad Khan, Haider Ali, Jie Ding, Ali Raza Butt, Ali Anwar
2023 B conf
Towards cost-effective and resource-aware aggregation at Edge for Federated Learning.
IEEE Big Data
Ahmad Faraz Khan, Yuze Li, Xinran Wang, Sabaat Haroon, Haider Ali, Yue Cheng, Ali Raza Butt, Ali Anwar
2022 B conf
Heterogeneity-Aware Adaptive Federated Learning Scheduling.
IEEE Big Data
Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Feng Yan, Ali Raza Butt
2022 B conf
TIFF: Tokenized Incentive for Federated Learning.
CLOUD
Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Feng Yan, Ali Raza Butt