Muhammad Adnan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 35

Top Topics

Hilbert Transform

Credit Card Fraud Detection

Recommendation Systems

Ensemble Learning

Top Venues

Publications

Muhammad Adnan, Akhil Arunkumar, Gaurav Jain, Prashant J. Nair, Ilya Soloveychik, Purushotham Kamath
Keyformer: KV Cache Reduction through Key Tokens Selection for Efficient Generative Inference. CoRR (2024)
Muhammad Adnan, Muhammad Osama Imam, Muhammad Furqan Javed, Iqbal Murtza
Improving spam email classification accuracy using ensemble techniques: a stacking approach. Int. J. Inf. Sec. 23 (1) (2024)
Yassaman Ebrahimzadeh Maboud, Muhammad Adnan, Divya Mahajan, Prashant J. Nair
Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings. CoRR (2024)
Hafiz Muhammad Tahir Mustafa, Jung-In Baik, Hyoung-Kyu Song, Muhammad Adnan, Waqar Majeed Awan
Spectral Efficiency Maximization for Mixed-Structure Cognitive Radio Hybrid Wideband Millimeter-Wave Transceivers in Relay-Assisted Multi-User Multiple-Input Multiple-Output Systems. Sensors 24 (12) (2024)
Muhammad Adnan, Taeyong Jeong, Jongjin Park, Youngoo Yang, Kang-Yoon Lee, Keum-Cheol Hwang
LTCC Differential-Fed Broadband High-Gain and Narrow-Beam Planar Aperture Antenna for AiP Millimeter-Wave-Applications. IEEE Access 12 (2024)
Muhammad Adnan, Amar Phanishayee, Janardhan Kulkarni, Prashant J. Nair, Divya Mahajan
Workload-Aware Hardware Accelerator Mining for Distributed Deep Learning Training. CoRR (2024)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Heterogeneous Acceleration Pipeline for Recommendation System Training. ISCA (2024)
Adeel Ahmed, Muhammad Adnan, Saima Abdullah, Israr Ahmad, Nazik Alturki, Leila Jamel
An Efficient Task Scheduling for Cloud Computing Platforms Using Energy Management Algorithm: A Comparative Analysis of Workflow Execution Time. IEEE Access 12 (2024)
Fazal Wahab, Anwar Shah, Imran Khan, Bahar Ali, Muhammad Adnan
An SDN-based Hybrid-DL-driven cognitive intrusion detection system for IoT ecosystem. Comput. Electr. Eng. 119 (2024)
Muhammad Adnan, Akhil Arunkumar, Gaurav Jain, Prashant J. Nair, Ilya Soloveychik, Purushotham Kamath
Keyformer: KV Cache reduction through key tokens selection for Efficient Generative Inference. MLSys (2024)
Gulnaz Perveen, Syed Farooq Ali, Jameel Ahmad, Sana Shahab, Muhammad Adnan, Mohd Anjum, Ikramullah Khosa
Multi-Stream Deep Convolution Neural Network With Ensemble Learning for Facial Micro-Expression Recognition. IEEE Access 11 (2023)
Muhammad Sohaib Ayub, Muhammad Adnan, Muhammad Yasir Shafi
Design and Development of a Java Parallel I/O Library. CoRR (2023)
Afzal Ahmed, Fatma Outay, Muhammad Umer Farooq, Sehrish Saeed, Muhammad Adnan, Muhammad Ali Ismail, Adnan Qadir
Real-time road occupancy and traffic measurements using unmanned aerial vehicle and fundamental traffic flow diagrams. Pers. Ubiquitous Comput. 27 (5) (2023)
Muhammad Zohaib Khan, Sarmad Ahmed Shaikh, Muneer Ahmed Shaikh, Kamlesh Kumar Khatri, Mahira Abdul Rauf, Ayesha Kalhoro, Muhammad Adnan
The Performance Analysis of Machine Learning Algorithms for Credit Card Fraud Detection. Int. J. Online Biomed. Eng. 19 (3) (2023)
Muhammad Adnan, Giulia Slavic, David Martín Gómez, Lucio Marcenaro, Carlo S. Regazzoni
Systematic and Comprehensive Review of Clustering and Multi-Target Tracking Techniques for LiDAR Point Clouds in Autonomous Driving Applications. Sensors 23 (13) (2023)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks. CoRR (2023)
Amal S. Alali, Shahbaz Ali, Muhammad Adnan, Delfim F. M. Torres
On Sharp Bounds of Local Fractional Metric Dimension for Certain Symmetrical Algebraic Structure Graphs. Symmetry 15 (10) (2023)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Heterogeneous Acceleration Pipeline for Recommendation System Training. CoRR (2022)
Khalid Ijaz, Zawar Hussain, Jameel Ahmad, Syed Farooq Ali, Muhammad Adnan, Ikramullah Khosa
A Novel Temporal Feature Selection Based LSTM Model for Electrical Short-Term Load Forecasting. IEEE Access 10 (2022)
Jehad Ali, Muhammad Adnan, Thippa Reddy Gadekallu, Rutvij H. Jhaveri, Byeong-Hee Roh
A QoS-Aware Software Defined Mobility Architecture for Named Data Networking. GLOBECOM (Workshops) (2022)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
High-Performance Training by Exploiting Hot-Embeddings in Recommendation Systems. CoRR (2021)
Muhammad Salman Akhtar, Muhammad Adnan
A Framework for IMA-based Architecture Design with Unmanned Aerial System (UAS) as a Test Case. Software Engineering (Satellite Events) (2021)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Accelerating Recommendation System Training by Leveraging Popular Choices. Proc. VLDB Endow. 15 (1) (2021)
Jameel Ahmad, Muhammad Imran, Syed Farooq Ali, Muhammad Adnan, Syed Rehan Ashraf, Zawar Hussain, Muhammad Shoaib
Wind-to-Hydrogen Production Potential for Selected Sites in Pakistan. IEEE Access 9 (2021)
Mobeen Ur Rehman, Muhammad Adnan, Mouazma Batool, Liaqat Ali Khan, Ammar Masood
Effective Model for Real Time End to End Secure Communication Over GSM Voice Channel. Wirel. Pers. Commun. 119 (2) (2021)
Mustafa Shakir, Sohaib Aslam, M. Usman Sarwar, Muhammad Adnan, Muhammad Rafay Khan
Performance evaluation and design of 5G communication-based millimeter wave antenna. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Sheikh Bilal Ahmed, Syed Farooq Ali, Jameel Ahmad, Muhammad Adnan, Muhammad Moazam Fraz
On the frontiers of pose invariant face recognition: a review. Artif. Intell. Rev. 53 (4) (2020)
Chong Feng, Muhammad Adnan, Arshad Ahmad, Ayaz Ullah, Habib Ullah Khan
Towards Energy-Efficient Framework for IoT Big Data Healthcare Solutions. Sci. Program. 2020 (2020)
Thiago Nepomuceno, Tiago Carneiro, Paulo Henrique M. Maia, Muhammad Adnan, Thalyson Nepomuceno, Alexander Martin
AutoIoT: a framework based on user-driven MDE for generating IoT applications. SAC (2020)
Arshad Ahmad, Ayaz Ullah, Chong Feng, Muzammil Khan, Shahzad Ashraf, Muhammad Adnan, Shah Nazir, Habib Ullah Khan
Towards an Improved Energy Efficient and End-to-End Secure Protocol for IoT Healthcare Applications. Secur. Commun. Networks 2020 (2020)
Muhammad Hamza Hanif, Muhammad Adnan, Syyed Adnan Raheel Shah, Nasir Mahmood Khan, Mehwish Nadeem, Jahanzeb Javed, Muhammad Waseem Akbar, Ali Farooq, Muhammad Waseem
Rainfall Runoff Analysis and Sustainable Soil Bed Optimization Engineering Process: Application of an Advanced Decision-Making Technique. Symmetry 11 (10) (2019)
Ijaz Ahmed, Ayesha Sadiq, Muhammad Atif, Mudasser Naseer, Muhammad Adnan
Voice morphing: An illusion or reality. ICACS (2018)
Ikram Syed, Seung-Hun Shin, Byeong-Hee Roh, Muhammad Adnan
Performance Improvement of QoS-Enabled WLANs Using Adaptive Contention Window Backoff Algorithm. IEEE Syst. J. 12 (4) (2018)
Muhammad Ahmad Shahid, Muhammad Aksam Iftikhar, Zaheer Ahmad Gondal, Muhammad Adnan, Saima Rathore
Object Size Measurement through Images: An Application to Measuring Human Foot Size. FIT (2018)
Sheikh Faisal Rashid, Abdullah Akmal, Muhammad Adnan, Ali Adnan Aslam, Andreas Dengel
Table Recognition in Heterogeneous Documents Using Machine Learning. ICDAR (2017)
Muhammad Adnan, Dirk Hammerschmidt, Mario Huemer
Phase demodulation of magnetic GMR signal for virtual sensing applications by using hilbert transform. MIPRO (2015)
Muhammad Adnan, Hamid Mukhtar
Comparison of Adaptive E-learning Mobile and Web-Based Software Applications Effectiveness. ICALT (2014)
Muhammad Adnan, Muhammad Rizwan
Empirical Validation of Three Macroscopic Dynamic Network Loading Models. ANT/SEIT (2013)