Muhammad Shahzad

57 papers A 4B 3C 3Misc 3Journal 34Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
CO-EVOLVE: Bidirectional Co-Evolution of Graph Structure and Semantics for Heterophilous Learning.
CoRR
Jinming Xing, Muhammad Shahzad
2026 J jnl
Efficient dimensional and computational reduction of lactate dehydrogenase (LDH) system by integrating QSSA, CSP, fast-slow dynamics and visualization: A framework using MATLAB SimBiology and Simulink.
Comput. Biol. Chem.
Hunniya Sabir, Muhammad Shahzad, Sohail Akhtar, Yasser Elmasry, Faisal Sultan, Salah Knani
2026 J jnl
Video is Worth a Thousand Images: Exploring the Latest Trends in Long Video Generation.
ACM Comput. Surv.
Faraz Waseem, Muhammad Shahzad
2025 C conf
A Reinforcement Learning Framework for Application-Specific TCP Congestion-Control.
IPCCC
Jinming Xing, Muhammad Shahzad
2025 J jnl
A Reinforcement Learning Framework for Application-Specific TCP Congestion-Control.
CoRR
Jinming Xing, Muhammad Shahzad
2025 J jnl
A survey on multimedia-enabled deepfake detection: state-of-the-art tools and techniques, emerging trends, current challenges & limitations, and future directions.
Discov. Comput.
Abdullah Ayub Khan, Asif Ali Laghari, Syed Azeem Inam, Sajid Ullah, Muhammad Shahzad, Darakhshan Syed
2025 J jnl
An Exhaustive Parametric Analysis for Securing SDN Through Traditional, AI/ML, and Blockchain Approaches: A Systematic Review.
Int. J. Networked Distributed Comput.
Muhammad Shahzad, Safdar Rizvi, Talha Ahmed Khan, Sadique Ahmad, Abdelhamied A. Ateya
2025 C conf
CAPE - European Open Compute Architecture for Powerful Edge.
DSD
Martin Kaiser, Lennart Tigges, Jens Hagemeyer, Christian Klarhorst, Björn Voß, Fred Buining, Bola Fakhoury, János Lazányi, René Griessl, Muhammad Shahzad, Yiannis Georgiou, Salim Mimouni, Pedro Velho, Michael Mercier, Eva Trungel, Julian Gajewski, Stefan Krupop, Michavor Dem Berge, Deepak M. Mathew, Skipis Dimitrios, Arnidis Iordanis, Orestis Vantzos, David Georgantas, Gautier Rouaze, Christoph Bühler, Guido Salvaneschi, Brandon Lewis, Angela Hauber
2025 B conf
Clustering Effect on Cancer Molecular Subtype Classification.
COMPSAC
Mehwish Wahid Khan, Muhammad Shahzad, Iqra Akram, Ghufran Ahmed, Shahid Hussain, Muhammad Abdul Basit Ur Rahim
2025 J jnl
Multi-hypothesis prediction for portfolio optimization: A structured ensemble learning approach to risk diversification.
Expert Syst. Appl.
Alejandro Rodríguez Domínguez, Muhammad Shahzad, Xia Hong
2025 J jnl
NetSight: Graph Attention Based Traffic Forecasting in Computer Networks.
CoRR
Jinming Xing, Guoheng Sun, Hui Sun, Linchao Pan, Shakir Mahmood, Xuanhao Luo, Muhammad Shahzad
2025 J jnl
Structured Basis Function Networks: Loss-Centric Multi-Hypothesis Ensembles with Controllable Diversity.
CoRR
Alejandro Rodríguez Domínguez, Muhammad Shahzad, Xia Hong
2025 — conf
The Fourth Monocular Depth Estimation Challenge.
CVPR Workshops
Anton Obukhov, Matteo Poggi, Fabio Tosi, Ripudaman Singh Arora, Jaime Spencer, Chris Russell, Simon Hadfield, Richard Bowden, Shuaihang Wang, Zhenxin Ma, Weijie Chen, Baobei Xu, Fengyu Sun, Di Xie, Jiang Zhu, Mykola Lavreniuk, Haining Guan, Qun Wu, Yupei Zeng, Chao Lu, Huanran Wang, GuangYuan Zhou, Haotian Zhang, Jianxiong Wang, Qiang Rao, Chunjie Wang, Xiao Liu, Zhiqiang Lou, Hualie Jiang, Yihao Chen, Rui Xu, Minglang Tan, Zihan Qin, Yifan Mao, Jiayang Liu, Jialei Xu, Yifan Yang, Wenbo Zhao, Junjun Jiang, Xianming Liu, Mingshuai Zhao, Anlong Ming, Wu Chen, Feng Xue, Mengying Yu, Shida Gao, Xiangfeng Wang, Gbenga Omotara, Ramy Farag, Jacket Demby's, Seyed Mohamad Ali Tousi, Guilherme N. DeSouza, Tuan-Anh Yang, Minh-Quang Nguyen, Thien-Phuc Tran, Albert Luginov, Muhammad Shahzad
2025 J jnl
The Fourth Monocular Depth Estimation Challenge.
CoRR
Anton Obukhov, Matteo Poggi, Fabio Tosi, Ripudaman Singh Arora, Jaime Spencer, Chris Russell, Simon Hadfield, Richard Bowden, Shuaihang Wang, Zhenxin Ma, Weijie Chen, Baobei Xu, Fengyu Sun, Di Xie, Jiang Zhu, Mykola Lavreniuk, Haining Guan, Qun Wu, Yupei Zeng, Chao Lu, Huanran Wang, GuangYuan Zhou, Haotian Zhang, Jianxiong Wang, Qiang Rao, Chunjie Wang, Xiao Liu, Zhiqiang Lou, Hualie Jiang, Yihao Chen, Rui Xu, Minglang Tan, Zihan Qin, Yifan Mao, Jiayang Liu, Jialei Xu, Yifan Yang, Wenbo Zhao, Junjun Jiang, Xianming Liu, Mingshuai Zhao, Anlong Ming, Wu Chen, Feng Xue, Mengying Yu, Shida Gao, Xiangfeng Wang, Gbenga Omotara, Ramy Farag, Jacket Demby's, Seyed Mohamad Ali Tousi, Guilherme N. DeSouza, Tuan-Anh Yang, Minh-Quang Nguyen, Thien-Phuc Tran, Albert Luginov, Muhammad Shahzad
2024 C conf
Bi-dimensional Attention-Based SAR Change Detection with SEBlock and MHSA.
DeSE
Mohamed Ihmeida, Muhammad Shahzad
2024 J jnl
Computing Edge Irregularity Strength of Star and Banana Trees Using Algorithmic Approach.
Ars Comb.
Muhammad Shahzad, Muhammad Ahsan Asim, Roslan Hasni, Ali Ahmad
2024 J jnl
DUDE: Decryption, Unpacking, Deobfuscation, and Endian Conversion Framework for Embedded Devices Firmware.
IEEE Trans. Dependable Secur. Comput.
Haider Abbas, Muhammad Shahzad, Maliha Safdar, Ahmed Hemani
2024 J jnl
Identification of biological markers in cancer disease using explainable artificial intelligence.
Int. J. Imaging Syst. Technol.
Muhammad Shahzad, Ruhal Lohana, Khursheed Aurangzeb, Isbah Imtiaz Ali, Muhammad Shahid Anwar, Mahnoor Murtaza, Rauf Ahmed Shams Malick, Piratdin Allayarov
2024 B conf
Learning a Strategy for Preference Elicitation in Conversational Recommender Systems.
IJCNN
Aleksandra Makarova, Muhammad Shahzad, Xia Hong, Martin Lester
2024 J jnl
MFPANet: Multi-Scale Feature Perception and Aggregation Network for High-Resolution Snow Depth Estimation.
Remote. Sens.
Liling Zhao, Junyu Chen, Muhammad Shahzad, Min Xia, Haifeng Lin
2024 — conf
NimbleD: Enhancing Self-supervised Monocular Depth Estimation with Pseudo-labels and Large-Scale Video Pre-training.
ECCV Workshops (2)
Albert Luginov, Muhammad Shahzad
2024 J jnl
NimbleD: Enhancing Self-supervised Monocular Depth Estimation with Pseudo-labels and Large-scale Video Pre-training.
CoRR
Albert Luginov, Muhammad Shahzad
2024 Misc conf
Rainwater Harvesting for Urban Flood Mitigation: A BIM-GIS Integrated Approach.
FIT
Chaudhry Hamza Haidar, Ahsen Maqsoom, Sandeerah Choudhary, Muhammad Shahzad, Muhammad Hassan Khalid
2024 — conf
Structured Radial Basis Function Network: Modelling Diversity for Multiple Hypotheses Prediction.
SGAI Conf. (1)
Alejandro Rodríguez Domínguez, Muhammad Shahzad, Xia Hong
2024 — conf
The Third Monocular Depth Estimation Challenge.
CVPR Workshops
Jaime Spencer, Fabio Tosi, Matteo Poggi, Ripudaman Singh Arora, Chris Russell, Simon Hadfield, Richard Bowden, GuangYuan Zhou, Zhengxin Li, Qiang Rao, Yiping Bao, Xiao Liu, Dohyeong Kim, Jinseong Kim, Myunghyun Kim, Mykola Lavreniuk, Rui Li, Qing Mao, Jiang Wu, Yu Zhu, Jinqiu Sun, Yanning Zhang, Suraj Patni, Aradhye Agarwal, Chetan Arora, Pihai Sun, Kui Jiang, Gang Wu, Jian Liu, Xianming Liu, Junjun Jiang, Xidan Zhang, Jianing Wei, Fangjun Wang, Zhiming Tan, Jiabao Wang, Albert Luginov, Muhammad Shahzad, Seyed Hosseini, Aleksander Trajcevski, James H. Elder
2024 J jnl
The Third Monocular Depth Estimation Challenge.
CoRR
Jaime Spencer, Fabio Tosi, Matteo Poggi, Ripudaman Singh Arora, Chris Russell, Simon Hadfield, Richard Bowden, GuangYuan Zhou, Zhengxin Li, Qiang Rao, Yiping Bao, Xiao Liu, Dohyeong Kim, Jinseong Kim, Myunghyun Kim, Mykola Lavreniuk, Rui Li, Qing Mao, Jiang Wu, Yu Zhu, Jinqiu Sun, Yanning Zhang, Suraj Patni, Aradhye Agarwal, Chetan Arora, Pihai Sun, Kui Jiang, Gang Wu, Jian Liu, Xianming Liu, Junjun Jiang, Xidan Zhang, Jianing Wei, Fangjun Wang, Zhiming Tan, Jiabao Wang, Albert Luginov, Muhammad Shahzad, Seyed Hosseini, Aleksander Trajcevski, James H. Elder
2024 J jnl
Video Is Worth a Thousand Images: Exploring the Latest Trends in Long Video Generation.
CoRR
Faraz Waseem, Muhammad Shahzad
2023 — conf
Deep Despeckling of SAR Images to Improve Change Detection Performance.
SGAI Conf.
Mohamed Ihmeida, Muhammad Shahzad
2023 J jnl
Enhanced Change Detection Performance Based on Deep Despeckling of Synthetic Aperture Radar Images.
IEEE Access
Mohamed Ihmeida, Muhammad Shahzad
2023 J jnl
Structured Radial Basis Function Network: Modelling Diversity for Multiple Hypotheses Prediction.
CoRR
Alejandro Rodríguez Domínguez, Muhammad Shahzad, Xia Hong
2022 J jnl
An IoT-Oriented Privacy-Preserving Fingerprint Authentication System.
IEEE Internet Things J.
Xuefei Yin, Song Wang, Muhammad Shahzad, Jiankun Hu
2022 J jnl
Applications of Cubic Schweizer-Sklar Power Heronian Mean to Multiple Attribute Decision-Making.
Complex.
Qaisar Khan, Muhammad Shahzad, Saqib Sharif, Mohammed Elgarhy, Mahmoud El-Morshedy, Suleman Nasiru
2022 J jnl
Optimal Energy Management System of IoT-Enabled Large Building Considering Electric Vehicle Scheduling, Distributed Resources, and Demand Response Schemes.
Sensors
Liu Fei, Muhammad Shahzad, Fazal Abbas, Hafiz Abd Ul Muqeet, Muhammad Majid Hussain, Li Bin
2022 J jnl
Scheduling and Sizing of Campus Microgrid Considering Demand Response and Economic Analysis.
Sensors
Li Bin, Muhammad Shahzad, Haseeb Javed, Hafiz Abd Ul Muqeet, Muhammad Naveed Akhter, Rehan Liaqat, Muhammad Majid Hussain
2022 J jnl
Sustainable Solutions for Advanced Energy Management System of Campus Microgrids: Model Opportunities and Future Challenges.
Sensors
Hafiz Abd Ul Muqeet, Haseeb Javed, Muhammad Naveed Akhter, Muhammad Shahzad, Hafiz Mudassir Munir, Muhammad Usama Nadeem, Syed Sabir Hussain Bukhari, Mikulás Huba
2022 — conf
Transfer learning Aided QoT Computation in Network Operating with the 400ZR Standard.
ONDM
Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Muhammad Shahzad, Vittorio Curri
2021 J jnl
A cancelable biometric authentication system based on feature-adaptive random projection.
J. Inf. Secur. Appl.
Wencheng Yang, Song Wang, Muhammad Shahzad, Wei Zhou
2021 J jnl
Alignment-free cancelable fingerprint templates with dual protection.
Pattern Recognit.
Muhammad Shahzad, Song Wang, Guang Deng, Wencheng Yang
2021 J jnl
Data-Driven Soft Sensor Model Based on Deep Learning for Quality Prediction of Industrial Processes.
SN Comput. Sci.
Xianglin Zhu, Khalil ur Rehman, Bo Wang, Muhammad Shahzad, Ahmad Hassan
2020 J jnl
A Non-linear Model Predictive Control Based on Grey-Wolf Optimization Using Least-Square Support Vector Machine for Product Concentration Control in l-Lysine Fermentation.
Sensors
Bo Wang, Muhammad Shahzad, Xianglin Zhu, Khalil ur Rehman, Saad Uddin
2020 J jnl
EH-UWSN: Improved Cooperative Routing Scheme for UWSNs Using Energy Harvesting.
J. Sensors
Sheeraz Ahmed, Malik Taimur Ali, Asma A. Alothman, Asif Nawaz, Muhammad Shahzad, Ahmed Ali, Awais Ahmad, Muhammad Yousaf Ali Khan, Zeeshan Najam, Asma Shaheen
2020 J jnl
Modern Soft-Sensing Modeling Methods for Fermentation Processes.
Sensors
Xianglin Zhu, Khalil ur Rehman, Bo Wang, Muhammad Shahzad
2020 — conf
QoT Estimation for Light-path Provisioning in Un-Seen Optical Networks using Machine Learning.
ICTON
Ihtesham Khan, Muhammad Bilal, Mehek Siddiqui, Mahnoor Khan, Arsalan Ahmad, Muhammad Shahzad, Vittorio Curri
2019 J jnl
Caveat Emptor: The Risks of Using Big Data for Human Development.
IEEE Technol. Soc. Mag.
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
2019 J jnl
Caveat emptor: the risks of using big data for human development.
CoRR
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
2019 Misc conf
Runway Detection and Localization in Aerial Images using Deep Learning.
DICTA
Javeria Akbar, Muhammad Shahzad, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait
2018 Misc conf
Automated Military Vehicle Detection from Low-Altitude Aerial Images.
DICTA
Farrukh Kamran, Muhammad Shahzad, Faisal Shafait
2018 J jnl
Probabilistic Computational Model for Correlated Wind Farms Using Copula Theory.
IEEE Access
Li Bin, Muhammad Shahzad, Qi Bing, Muhammad Umair Shoukat, Muhammad Shakeel, Elshiekh K. Mohammedsaeed
2018 — conf
Towards Composing Access Control Policies.
ICC
Muhammad Shahzad
2015 A conf
Web-Based Modelling and Collaborative Simulation of Declarative Processes.
BPM
Morten Marquard, Muhammad Shahzad, Tijs Slaats
2013 J jnl
In-execution dynamic malware analysis and detection by mining information in process control blocks of Linux OS.
Inf. Sci.
Farrukh Shahzad, Muhammad Shahzad, Muddassar Farooq
2011 — conf
In-Execution Malware Detection Using Task Structures of Linux Processes.
ICC
Farrukh Shahzad, Sohail Bhatti, Muhammad Shahzad, Muddassar Farooq
2009 A conf
A hybrid GA-PSO fuzzy system for user identification on smart phones.
GECCO
Muhammad Shahzad, Saira Zahid, Muddassar Farooq
2009 — conf
Image Coprocessor: A Real-Time Approach Towards Object Tracking.
ICDIP
Muhammad Shahzad, Saira Zahid
2009 A conf
Keystroke-Based User Identification on Smart Phones.
RAID
Saira Zahid, Muhammad Shahzad, Syed Ali Khayam, Muddassar Farooq
2008 A conf
A Scalable Formal Framework for Analyzing the Behavior of Nature-Inspired Routing Protocols.
PPSN
Muhammad Shahzad, Saira Zahid, Muddassar Farooq
2007 B conf
A comprehensive formal framework for analyzing the behavior of nature-inspired routing protocols.
IEEE Congress on Evolutionary Computation
Saira Zahid, Muhammad Shahzad, Syed Usman Ali, Muddassar Farooq