Muhammad Irfan Khan

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating the Effectiveness of Advanced Language Models in Detecting and Mitigating Hallucinations Using Structured Question- Answering, Novel Metrics, and Post-Hoc Retrieval.
IEEE Access
Rana Hassan Ajmal, Muhammad Umer Sarwar, Muhammad Kashif Hanif, Muhammad Irfan Khan
2025 — conf
Machine Learning-Powered Malware Detection in Encrypted IoT Traffic.
VTC2025-Spring
Arshad Farhad, Muhammad Irfan Khan, Ali Hassan Sodhro, Muhammad Khurram Ehsan, Fatiha Djebbar
2025 J jnl
Predictive Modeling of Multi-Label Enzyme Substrate Using Machine Learning.
IEEE Access
Sana Tariq, Muhammad Umer Sarwar, Muhammad Kashif Hanif, Muhammad Irfan Khan
2025 J jnl
The MICCAI Federated Tumor Segmentation (FeTS) Challenge 2024: Efficient and Robust Aggregation Methods for Federated Learning.
CoRR
Akis Linardos, Sarthak Pati, Ujjwal Baid, Brandon Edwards, Patrick Foley, Kevin Ta, Verena Chung, Micah Sheller, Muhammad Irfan Khan, Mojtaba Jafaritadi, Elina Kontio, Suleiman A. Khan, Leon Mächler, Ivan Ezhov, Suprosanna Shit, Johannes C. Paetzold, Gustav Grimberg, Manuel Nickel, David Naccache, Vasilis Siomos, Jonathan Passerat-Palmbach, Giacomo Tarroni, Daewoon Kim, Leonard L. Klausmann, Prashant Shah, Bjoern H. Menze, Dimitrios Makris, Spyridon Bakas
2024 J jnl
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation.
CoRR
Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2024 J jnl
Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation.
CoRR
Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2023 — conf
RegAgg: A Scalable Approach for Efficient Weight Aggregation in Federated Lesion Segmentation of Brain MRIs.
FMEC
Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2023 J jnl
Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation.
CoRR
Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2022 J jnl
Caricature Face Photo Facial Attribute Similarity Generator.
Complex.
Muhammad Irfan Khan, Muhammad Kashif Hanif, Ramzan Talib
2022 — conf
Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation.
BrainLes@MICCAI (2)
Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2021 — conf
Adaptive Weight Aggregation in Federated Learning for Brain Tumor Segmentation.
BrainLes@MICCAI (2)
Muhammad Irfan Khan, Mojtaba Jafaritadi, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan
2021 J jnl
Monitoring Population Phenology of Asian Citrus Psyllid Using Deep Learning.
Complex.
Maria Bibi, Muhammad Kashif Hanif, Muhammad Umer Sarwar, Muhammad Irfan Khan, Shouket Zaman Khan, Casper Shikali Shivachi, Asad Anees