Bilal, Muhammad

1. Secure and Robust Machine Learning for Healthcare: A Survey
   2020/01/21 by Qayyum, Adnan, Qadir, Junaid, Bilal, Muhammad +1 · 5 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
2. Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
   2023/05/11 by Aneeq Zia, Zia, Aneeq, Max Berniker +158 · 4 citations
   Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #Enhanced Recovery After Surgery #FOS: Computer and information sciences #Surgical Simulation and Training
3. With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions
   2021/05/31 by Muhammad Bilal, Bilal, Muhammad, Marco Canini +5 · 3 citations
   Computer Science · #Cloud Computing and Resource Management #IoT and Edge/Fog Computing #Distributed systems and fault tolerance
4. Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review
   2025/02/16 by Khan, Ufaq, Nawaz, Umair, Qayyum, Adnan +5 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Deep Reinforcement Learning Optimized Intelligent Resource Allocation in Active RIS-Integrated TN-NTN Networks
   2025/01/11 by Mohsin, Muhammad Ahmed, Rizwan, Hassan, Jazib, Muhammad +5 · 2 citations
   #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer Fusion
   2024/10/06 by Ghafoor, Mehwish, Mahmood, Arif, Bilal, Muhammad · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. TEMSET-24K: Densely Annotated Dataset for Indexing Multipart Endoscopic Videos using Surgical Timeline Segmentation
   2025/02/10 by Muhammad Bilal, Mahmood Alam, Bilal, Muhammad +35 · 1 citation
   Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Network-Optimised Spiking Neural Network (NOS) Scheduling for 6G O-RAN: Spectral Margin and Delay-Tail Control
   2025/10/13 by Bilal, Muhammad, Xu, Xiaolong · 1 citation
   #60K25 #68M10 #68M20 #68T07 #90B18 #93C23 #93D05 #C.2.1 #C.2.3 #C.4 #FOS: Computer and information sciences #G.3 #I.2.6 #I.6.5 #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
9. Learning to Undo: Rollback-Augmented Reinforcement Learning with Reversibility Signals
   2025/10/16 by Sorstkins, Andrejs, Tariq, Omer, Bilal, Muhammad · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)