Muhammad Usama
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2025
Deep Reinforcement Learning-Based DRAM Equalizer Parameter Optimization Using Latent Representations.
CoRR, July, 2025
Pattern Anal. Appl., June, 2025
Learning High-Quality Latent Representations for Anomaly Detection and Signal Integrity Enhancement in High-Speed Signals.
CoRR, June, 2025
Memory-Augmented Architecture for Long-Term Context Handling in Large Language Models.
CoRR, June, 2025
ARD-LoRA: Dynamic Rank Allocation for Parameter-Efficient Fine-Tuning of Foundation Models with Heterogeneous Adaptation Needs.
CoRR, June, 2025
CoRR, April, 2025
Estimating City-wide operating mode Distribution of Light-Duty Vehicles: A Neural Network-based Approach.
CoRR, March, 2025
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification.
CoRR, February, 2025
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers [Research Frontier].
IEEE Comput. Intell. Mag., February, 2025
EnergyFormer: Energy Attention With Fourier Embedding for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2025
Differential Attention With Enhanced Squeeze-and-Excitation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2025
IEEE Geosci. Remote. Sens. Lett., 2025
Neurocomputing, 2025
Comput. Sci. Rev., 2025
Physics-informed geometric operators to support surrogate, dimension reduction and generative models for engineering design.
Adv. Eng. Informatics, 2025
Recent Developments of Directional Overcurrent Relay Coordination in Ring Distribution Network Based on Hybrid Optimization Techniques.
IEEE Access, 2025
MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
2024
IEEE Internet Things J., October, 2024
Fusing Transformers in a Tuning Fork Structure for Hyperspectral Image Classification Across Disjoint Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
IEEE Open J. Comput. Soc., 2024
Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare.
IEEE Open J. Comput. Soc., 2024
Spatial-Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024
WaveFormer: Spectral-Spatial Wavelet Transformer for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024
CoRR, 2024
CoRR, 2024
AI-driven, Model-Free Current Control: A Deep Symbolic Approach for Optimal Induction Machine Performance.
CoRR, 2024
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Hyperspectral Image Classification With Fuzzy Spatial-Spectral Class Discriminate Information.
Proceedings of the IEEE International Conference on Image Processing, 2024
2023
Climatic, population and daily water consumption dataset of sub tropical humid region of Pakistan.
Dataset, July, 2023
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers.
CoRR, 2023
CoRR, 2023
Load Frequency Control Using Golden Eagle Optimization for Multi-Area Power System Connected Through AC/HVDC Transmission and Supported With Hybrid Energy Storage Devices.
IEEE Access, 2023
Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition?
Proceedings of the Tenth International Conference on Social Networks Analysis, 2023
2022
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning.
IEEE Trans. Artif. Intell., 2022
Soc. Netw. Anal. Min., 2022
Data-Driven Non-Linear Current Controller Based on Deep Symbolic Regression for SPMSM.
Sensors, 2022
Neural Comput. Appl., 2022
CoRR, 2022
CoRR, 2022
Physics-Informed Neural Networks (PINNs)-Based Traffic State Estimation: An Application to Traffic Network.
Algorithms, 2022
JADE: Data-Driven Automated Jammer Detection Framework for Operational Mobile Networks.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Robust Artificial Intelligence Approach to Stabilize and Control Propeller Driven Hybrid UGV.
Proceedings of the 2nd International Conference on Artificial Intelligence, 2022
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022
2021
Optimal directional overcurrent relay coordination based on computational intelligence technique: a review.
Turkish J. Electr. Eng. Comput. Sci., May, 2021
Robust adaptive observer-based finite control set model predictive current control for sensorless speed control of surface permanent magnet synchronous motor.
Trans. Inst. Meas. Control, 2021
An efficient secure data compression technique based on chaos and adaptive Huffman coding.
Peer-to-Peer Netw. Appl., 2021
IEEE Internet Comput., 2021
Performance improvement speed control of IPMSM drive based on nonlinear current control.
Turkish J. Electr. Eng. Comput. Sci., 2021
Optimal Protection Coordination Scheme for Radial Distribution Network Considering ON/OFF-Grid.
IEEE Access, 2021
A Comprehensive Review on Protection Strategies to Mitigate the Impact of Renewable Energy Sources on Interconnected Distribution Networks.
IEEE Access, 2021
A Data-Driven Interactive System for Aerodynamic and User-centred Generative Vehicle Design.
Proceedings of the International Conference on Artificial Intelligence, 2021
SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data.
Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021
2020
The Adversarial Machine Learning Conundrum: Can the Insecurity of ML Become the Achilles' Heel of Cognitive Networks?
IEEE Netw., 2020
Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security.
Frontiers Big Data, 2020
Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning.
CoRR, 2020
Vector Control Algorithm Based on Different Current Control Switching Techniques for Ac Motor Drives.
CoRR, 2020
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and the Way Forward.
IEEE Commun. Surv. Tutorials, 2020
LoRaDRL: Deep Reinforcement Learning Based Adaptive PHY Layer Transmission Parameters Selection for LoRaWAN.
Proceedings of the 45th IEEE Conference on Local Computer Networks, 2020
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020
2019
IEEE Technol. Soc. Mag., 2019
An Efficient, Secure, and Queryable Encryption for NoSQL-Based Databases Hosted on Untrusted Cloud Environments.
Int. J. Inf. Secur. Priv., 2019
An efficient construction of key-dependent substitution box based on chaotic sine map.
Int. J. Distributed Sens. Networks, 2019
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges.
IEEE Access, 2019
Proceedings of the UK/China Emerging Technologies, 2019
Proceedings of the UK/China Emerging Technologies, 2019
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019
Proceedings of the Intelligent Technologies and Applications, 2019
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019
2018
Proceedings of the Afternoon Workshop on Self-Driving Networks, 2018
Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward.
Proceedings of the 43rd IEEE Conference on Local Computer Networks Workshops, 2018
Proceedings of the Digital Forensics and Watermarking - 17th International Workshop, 2018
2017
CoRR, 2017
2013
Int. J. Distributed Sens. Networks, 2013
2010
2009
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009
2007
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
2004
Design and comparison of CMOS Current Mode Logic latches.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004