Publications

1. Bai, X., Haq, Q. M., Khan, A. A., Li, C., & Li, C. (2026). Adversarial training-based convolutional neural network fault diagnosis for bearings with random perturbation. Cluster Computing, 29(4), 236.

2. Piyavechvirat, N., ul Haq, F., & ul Haq, Q. M. (2026). Auditing model selection stability under split policy and leakage variations. In Proceedings of the 23rd International Joint Conference on Computer Science and Software Engineering (JCSSE 2026).

3. Huang, Y., & ul Haq, Q. M. (2026). Analysis of constructivist learning in the MOOC, SPOC, and traditional courses. In Proceedings of the 12th International Conference on Education and Training Technologies (ICEET 2026).

4. Johanson, R. E., Qazi, H., ul Haq, Q. M., & Huang, Y. (2026). Differentiated instruction for Gen-AI prompt engineering: Project-based learning in a Taiwanese EMI classroom with Southeast Asian cohorts. In Proceedings of the 12th International Conference on Education and Training Technologies (ICEET 2026).

5. ul Haq, Q. M., & Ali, S. (2026). Task offloading in SDN-fog architecture utilizing hybrid deep learning models for Internet of Medical Things. IEEE Transactions on Consumer Electronics.

6. Piyavechvirat, N., Huang, Y.-J., & ul Haq, Q. M. (2026). A leakage-controlled machine learning framework for postprandial triglyceride phenotyping using synthetic clinical data. Scientific Reports.

7. Maqood, I., Jan, S., Ahmad, S., Alluhaidan, A. S., Anwar, M. S., & Haq, Q. M. (2026). A multimodal AI-based decision support framework for precision agriculture: Enhancing accessibility for low literate farmers. CABI Agriculture and Bioscience, 7(1), Article 0015.

8. Piyavechvirat, N., & ul Haq, Q. M. (2026). Whole blood viscosity and triglyceride clearance: An association analysis relevant to cancer risk. In Proceedings of the 14th International Conference on Bioinformatics and Computational Biology.

9. Piyavechvirat, N., Huang, Y.-J., & ul Haq, Q. M. (2026). A multi-world synthetic benchmark for evaluating RSCE in clinical machine learning. IEEE Access.

10. Piyavechvirat, N., & ul Haq, Q. M. (2026). Machine learning based modeling of postprandial triglyceride response. In Proceedings of the 8th International Symposium on Computational and Business Intelligence.

11. Yaqub, S., Lin, K.-J., Chen, C.-H., Huang, Y.-J., ul Haq, Q. M., & Rubab, S. (2026). EchoMind: A VR-based conversational agent for social skill training in a simulated environment. In Proceedings of the IEEE International Conference on Consumer Electronics (ICCE 2026), 1–5.

12. Ali, S., ul Haq, Q. M., Alluhaidan, A. S., Anwar, M. S., Ahmad, S., & Jamel, L. (2026). Context-aware spam detection using BERT embeddings with multi-window CNNs. Computer Modeling in Engineering & Sciences, 146(1).

13. Ullah, A., ul Haq, Q. M., & Ali, S. (2026). Energy-efficient path planning and task scheduling for UAV-assisted wireless networks via double dueling deep Q-networks with LSTM. In Proceedings of the IEEE 23rd Consumer Communications & Networking Conference (CCNC 2026), 1–4.

Huang, Y. J., Tseng, M. Y., Yaqub, S., Hsieh, T. Y., Huang, Y. C., Lee, S. S., & Haq, Q. M. U. (2026). A systematic review on throwing in virtual environments. Computers & Graphics, 104562.

Piyavechvirat, N., Huang, Y. J., & Haq, Q. M. U. (2026). A Multi-World Synthetic Benchmark for Evaluating RSCE in Clinical Machine Learning. IEEE Access.

Ullah, A., Haq, Q. M. U., & Ali, S. (2026, January). Energy-Efficient Path Planning and Task Scheduling for UAV-Assisted Wireless Networks via Double Dueling Deep Q-Networks with LSTM. In 2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC) (pp. 1-4). IEEE.

Ali, S., Haq, Q. M. U., Alluhaidan, A. S., Anwar, M. S., Ahmad, S., & Jamel, L. (2026). Context-Aware Spam Detection Using BERT Embeddings with Multi-Window CNNs. Computer Modeling in Engineering & Sciences (CMES), 146(1).

Cheemaa, A. S., Azhar, M., Arif, F., ul haq, Q. M., Sohail, M., & Iqbal, A. (2025). EGPT-SPE: story point effort estimation using improved GPT-2 by removing inefficient attention heads. Applied Intelligence, 55(15), 994.

A. Ullah, I. Ullah, Q. M. u. Haq, S. Rubab, J. Baili and M. A. Khan, "SDN-Driven Multi-Objective Task Offloading in IoT-Enabled UAVs in Edge-Cloud Computing Using Double DQN," in IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2025.3597723.

W. Rahmaniar, Q. M. u. Haq, M. E. Iskandar and A. Ma’arif, "Practical Applications of Artificial Intelligence: A Sector-Wise Review of Challenges and Future Directions," in IT Professional, vol. 27, no. 4, pp. 61-68, July-Aug. 2025, doi: 10.1109/MITP.2025.3578694.

Z. Ullah and QMU Haq et al., "SDN-Assisted Spatial Encoded Sequence Enabled BLSTM-Based Zero-Trust Anomaly Detection Model for Consumer Electronics of Smart Cities," in IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2025.3603331. 

Q. M. U. Haq, S. Amin, N. Chandrasekaran, C. -H. Liao and Y. -J. Huang, "Back and Forward Incremental Learning Through Knowledge Distillation for Object Detection Unmanned Aerial Vehicles," in IEEE Access, vol. 13, pp. 170035-170046, 2025, doi: 10.1109/ACCESS.2025.3613768.

Ullah A, Ul Haq QM, Ullah Z, Frnda J, Shahid Anwar M (2025) AI-Driven fetal distress monitoring SDN-IoMT networks. PLoS One 20(7): e0328099. https://doi.org/10.1371/journal.pone.0328099

Ullah, Z., Arif, F., Haq, Q. M. U., Khan, N. A., Din, I. U., Almogren, A., ... & Guizani, M. (2025). Hybrid CNN-LSTM Model for DDoS Attack Detection in Internet of Things-based Healthcare Industry 5.0. IEEE Internet of Things Journal.

X. Bai, Qazi Mazhar ul Haq et al., "Ball Bearing Fault Diagnosis Based on Hybrid Adversarial Learning," in IEEE Access, doi: 10.1109/ACCESS.2025.3564484. 

Zabeehullah, Q. M. u. Haq*, F. Arif, N. A. Khan, M. S. Anwar and W. Alhalabi, "A Secure AI Framework for Intelligent Traffic Prediction and Routing in SDN Based Consumer Internet of Things," in IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2025.3552609.

X. Bai, A. Alam Khan, L. Zhan, J. Ma, C. Li and Q. Mazhar ul Haq*, "Synchronous Extraction of Cage and Inner Ring Rotational Frequencies in Aircraft Bearings via Weak Magnetic Fields and Adaptive Ridge Extraction for Cage Slip Monitoring," in IEEE Transactions on Instrumentation and Measurement, vol. 74, pp. 1-14, 2025, Art no. 3509914, doi: 10.1109/TIM.2025.3542864. 

Muhammad Tayyab Farooq, Shanq-Jang Ruan, and Qazi Mazhar ul Haq, "Attention-driven low-cost image contrast enhancement for low-power OLED display," Opt. Express 33, 6343-6358 (2025)

 Monocular 3D Object Detection for Robotics
FR Nurdin, Q Sadida, QMU Haq, NU Islam, MA Haa
2024 Beyond Technology Summit on Informatics International Conference

DeepCGAN: Early Alzheimer’s Detection with Deep Convolutional Generative Adversarial Networks
I Ali, N Saleem, M Alhussein, B Zohra, K Aurangzeb, QM Haq
Frontiers in Medicine 11, 1443151

Securing Secondary Distribution with IoT-Based Smart Meters: Detection and Prevention of Power Theft
SD Khan, N Alamsyah, QM ul Haq, W Ahmad, N Mufti, MA Haq
2024 4th International Conference on Electronic and Electrical Engineering

Remote Control of Residential Meter Involving E-Billing
SD Khan, N Alamsyah, N Mufti, QM ul Haq, A Mukhtar, MA Haq
2024 4th International Conference on Electronic and Electrical Engineering

Advancing Aerial Imagery Analysis: A Comparative Study of YOLOv3 and YOLOv8 on the VisDrone Dataset
N Chandrasekaran, N Alamsyah, QM ul Haq, HW Fan, CY Chou, KH Lu
2024 4th International Conference on Electronic and Electrical Engineering

Semantic Web-Based Propaganda Text Detection from Social Media Using Meta-Learning
PN Ahmad, L Yuanchao, K Aurangzeb, MS Anwar, QM Haq
Service Oriented Computing and Applications, 1–15

An SDN-AI-Based Approach for Detecting Anomalies in Imbalanced Data within a Network of Smart Medical Devices
F Arif, NA Khan, QM ul Haq, M Asim, S Ahmad
IEEE Consumer Electronics Magazine 13 (6), 28–36

Identification of Software Bugs by Analyzing Natural Language-Based Requirements Using Optimized Deep Learning Features
QM Haq, F Arif, K Aurangzeb, JA Khan, S Rubab, MS Anwar
Computers, Materials and Continua

 AI in Industry: Real-World Applications and Case Studies
W Rahmaniar, A Ma’arif, QM ul Haq, ME Iskandar
Authorea Preprints

Episodic Memory-Based Continual Learning Without Catastrophic Forgetting for Environmental Sound Classification
S Karam, SJ Ruan, QM Haq, LPH Li
Journal of Ambient Intelligence and Humanized Computing 14 (4), 4439–4449

Federated Fusion of Magnified Histopathological Images for Breast Tumor Classification in the Internet of Medical Things
BLY Agbley, JP Li, AU Haq, EK Bankas, CB Mawuli, S Ahmad, S Khan, ...
IEEE Journal of Biomedical and Health Informatics 28 (6), 3389–3400

A Deep Learning-Based Framework to Identify and Characterise Heterogeneous Secure Network Traffic
FU Islam, G Liu, W Liu, QM Haq
IET Information Security 17 (2), 294–308

Unsupervised Cross-Domain Adaptation Through Mutual Mean Learning and GANs for Person Re-Identification
L Yao, BY Lin, QMU Haq, IU Islam
2023 3rd International Conference on Artificial Intelligence (ICAI), 122–128

Classification of Macromolecules Based on Amino Acid Sequences Using Deep Learning
S Khan, I Ali, F Ghaffar, Q Mazhar-ul-Haq
Engineering, Technology & Applied Science Research 12 (6), 9491–9495

Global Communications Newsletter
A Clemm, G Maier, P Chemouil, M Kuzan, IC Tuzun, G Ozgel, T Baykas, ...
IEEE Communications Magazine 60 (12), 13–16

Micro-Transfer Printing for Heterogeneous Si Photonic Integrated Circuits
G Roelkens, J Zhang, L Bogaert, M Billet, D Wang, B Pan, CJ Kruckel, ...
IEEE Journal of Selected Topics in Quantum Electronics 29 (3)

A Hybrid Hand-Crafted and Deep Neural Spatio-Temporal EEG Features Clustering Framework for Precise Emotional Status Recognition
QM Haq, L Yao, W Rahmaniar, Fawad, F Islam
Sensors 22 (14), 5158

Blockchain Technology
P Purwono, A Ma’arif, W Rahmaniar, QM ul Haq, D Herjuno, M Naseer
Jurnal Ilmiah Teknik Elektro Komputer dan Informatika 8 (2), 199

One-Stage Monocular 3D Object Detection Utilizing Discrete Depth and Orientation Representation
MA Haq, SJ Ruan, ME Shao, QMU Haq, PJ Liang, DQ Gao
IEEE Transactions on Intelligent Transportation Systems 23 (11), 21630–21640

Wide Range Head Pose Estimation Using a Single RGB Camera for Intelligent Surveillance
W Rahmaniar, QM ul Haq, TL Lin
IEEE Sensors Journal 22 (11), 11112–11121

An Edge-Aware Based Adaptive Multi-Feature Set Extraction for Stereo Matching of Binocular Images
QM Haq, CH Lin, SJ Ruan, D Gregor
Journal of Ambient Intelligence and Humanized Computing 13 (4), 1953–1967

Utilizing Incremental Branches on a One-Stage Object Detection Framework to Avoid Catastrophic Forgetting
JL Shieh, MA Haq, QM Haq, SJ Ruan, P Chondro
Machine Vision and Applications 33 (2), 28

Task Incremental Learning with Static Memory for Audio Classification Without Catastrophic Interference
S Karam, SJ Ruan, QM ul Haq
IEEE Consumer Electronics Magazine 11 (5), 101–108

Understanding of Convolutional Neural Network (CNN): A Review
P Purwono, A Ma’arif, W Rahmaniar, HIK Fathurrahman, AZK Frisky, ...
International Journal of Robotics and Control Systems 2 (4), 739–748

An Incremental Learning of YOLOv3 Without Catastrophic Forgetting for Smart City Applications
QM ul Haq, SJ Ruan, MA Haq, S Karam, JL Shieh, P Chondro, DQ Gao
IEEE Consumer Electronics Magazine 11 (5), 56–63

3D Object Detection Based on Proposal Generation Network Utilizing Monocular Images
QM ul Haq, MA Haq, SJ Ruan, PJ Liang, DQ Gao
IEEE Consumer Electronics Magazine 11 (5), 47–53

Continual Learning Strategy in One-Stage Object Detection Framework Based on Experience Replay for Autonomous Driving Vehicle
JL Shieh, QM Haq, MA Haq, S Karam, P Chondro, DQ Gao, SJ Ruan
Sensors 20 (23), 6777

Transferable Architecture for Segmenting Maxillary Sinuses on Texture-Enhanced Occipitomental View Radiographs
P Chondro, QM Haq, SJ Ruan, LPH Li
Mathematics 8 (5), 768