Publications are listed in reverse chronological order. Click on the name of the publication to view the full paper. These papers are made available for personal use only, subject to the author's and publisher's copyright.
Adnan Hussain; Waseem Ullah; Noman Khan; Zulfiqar Ahmad Khan; Sung Wook Baik. “Class-incremental learning network for real-time anomaly recognition in surveillance environments.” Pattern Recognition 170:112064 (2026).
Waseem Ullah; Fatma Outay; Latif U. Khan; Mohsen Guizani. “Split Federated Learning for Real-Time Aerial Video Event Recognition in UAV-Based Geospatial Monitoring.” IEEE Transactions on Geoscience and Remote Sensing (accepted/in press), 2025.
Sabina Jangirova; Branislava Jankovic; Waseem Ullah; Latif U. Khan; Mohsen Guizani. “Real-Time Aerial Fire Detection on Resource-Constrained Devices Using Knowledge Distillation.” International Journal of Applied Earth Observation and Geoinformation 142:104665 (2025).
Branislava Jankovic; Sabina Jangirova; Waseem Ullah; Latif U. Khan; Mohsen Guizani. “Disaster Detection on the Fly: Optimized Transformers for UAVs.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS) (2025).
Habib Khan; Samee Ullah Khan; Waseem Ullah; Sung Wook Baik. “Optimal features driven hybrid attention network for effective video summarization.” Engineering Applications of Artificial Intelligence (2025).
Ahmed Sharshar; Latif U. Khan; Waseem Ullah; Mohsen Guizani. “Vision-Language Models for Edge Networks: A Comprehensive Survey.” IEEE Internet of Things Journal (2025).
Latif U. Khan; Waseem Ullah; Sami Muhaidat; Mohsen Guizani; Bechir Hamdaoui. “Block Successive Upper-Bound Minimization for Resource Scheduling in Wireless Metaverse.” IEEE Transactions on Network and Service Management 22(4):3309–3324 (2025).
Adnan Hussain; Waseem Ullah; Noman Khan; Zulfiqar Ahmad Khan; Min Je Kim; Sung Wook Baik. “TDS-Net: Transformer enhanced dual-stream network for video anomaly detection.” Expert Systems with Applications 256:124846 (2024).
Hikmat Yar; Zulfiqar Ahmad Khan; Imad Rida; Waseem Ullah; Min Je Kim; Sung Wook Baik. “An efficient deep learning architecture for effective fire detection in smart surveillance.” Image and Vision Computing 145:104989 (2024).
Waseem Ullah; Samee Ullah Khan; Min Je Kim; Altaf Hussain; … “Industrial defective chips detection using deep convolutional neural network with inverse feature matching mechanism.” Journal of Computational Design and Engineering 11(3):326–337 (2024).
Tanveer Hussain; Samee Ullah Khan; Waseem Ullah; Ijaz Ul Haq; Min Je Kim; Mi Young Lee; Sung Wook Baik. “eCubeLand: An Intelligent Multi-View Video Data Modeling.” IEEE MultiMedia (2023).
Waseem Ullah; Amin Ullah; Tanveer Hussain; Khan Muhammad; Ali Asghar Heidari; Javier Del Ser; Sung Wook Baik; Victor Hugo C. de Albuquerque. “Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance big video data.” Future Generation Computer Systems 129:286–297 (2022).
Waseem Ullah; Tanveer Hussain; Zulfiqar Ahmad Khan; Umair Haroon; Sung Wook Baik. “Intelligent dual stream CNN and echo state network for anomaly detection.” Knowledge-Based Systems 253:109456 (2022).
Waseem Ullah; Amin Ullah; Khalid Mahmood Malik; Abdul Khader Jilani Saudagar; Muhammad Badruddin Khan; Mozaherul Hoque Abul Hasanat; Abdullah AlTameem; Mohammed AlKhathami. “Multi-Stage Temporal Convolution Network for COVID-19 Variant Classification.” Diagnostics 12(11):2736 (2022).
Umair Haroon; Amin Ullah; Tanveer Hussain; Waseem Ullah; Muhammad Sajjad; Khan Muhammad; Mi Young Lee; Sung Wook Baik. “A Multi-Stream Sequence Learning Framework for Human Interaction Recognition.” IEEE Transactions on Human-Machine Systems 52(3):435–444 (2022).
Altaf Hussain; Tanveer Hussain; Waseem Ullah; Sung Wook Baik. “Vision Transformer and Deep Sequence Learning for Human Activity Recognition in Surveillance Videos.” Computational Intelligence and Neuroscience (2022).
Waseem Ullah; Amin Ullah; Ijaz Ul Haq; Khan Muhammad; Muhammad Sajjad; Sung Wook Baik. “CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks.” Multimedia Tools and Applications 80(11):16979–16995 (2021).
Waseem Ullah; Amin Ullah; Tanveer Hussain; Zulfiqar Ahmad Khan; Sung Wook Baik. “An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos.” Sensors 21(8):2811 (2021).
Waseem Ullah; Fath U Min Ullah; Sung Wook Baik; Mi Young Lee. “Crowd Behavior Detection Using Convolutional Neural Networks.” Journal of Korean Institute of Next Generation Computing 15(6):7–14 (2019).
Conference
Maher Guizani; Latif U. Khan; Waseem Ullah; Mohammad A. Islam. “Resource Optimized Split Federated Learning: A Reinforcement Learning and Optimization Approach.” International Wireless Communications & Mobile Computing Conference (IWCMC 2025), Abu Dhabi, UAE.
Waseem Ullah; Altaf Hussain; Muhammad Munsif; Habib Khan; Min Je Kim; Su Min Lee; Myoung Ho Seong; Sung Wook Baik. “Survey of AI-Empowered Methods for Detecting Electricity Theft in Smart Grids.” 9th International Conference on Next Generation Computing (ICNGC 2023), Abu Dhabi, UAE.
Habib Khan; Zulfiqar Ahmad Khan; Waseem Ullah; Min Je Kim; Mi Young Lee; Sung Wook Baik. “An Efficient Method for Vehicle Detection in Aerial Scenes.” Korea Next Generation Computing (ICNGC 2023), Busan, South Korea, pp. 273–276.
Min Je Kim; Tanveer Hussain; Waseem Ullah; Hikmat Yar; Mi Young Lee; Muhammad Sajjad; Sung Wook Baik. “Dual Modality-based Animals Species Recognition using Deep Learning Techniques.” 한국차세대컴퓨팅학회 학술대회 (2022) 153–156.
Abbas Khan; Min Je Kim; Waseem Ullah; Hikmat Yar; Altaf Hussain; Mi Young Lee; Sung Wook Baik. “Facemask Detection in Real-World Environment with a Diversified Facemask Dataset.” ICNGC 2022, Jeju, Korea.
Zulfiqar Ahmad Khan; Waseem Ullah; Amin Ullah; Seungmin Rho; Mi Young Lee; Sung Wook Baik. “An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images.” Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval, pp. 184–187.
Waseem Ullah; Abdul Jamil; Samee Ullah; Muhammad Sajjad. “Identification of Splicing Sites through Hybrid Features Space Incorporating Random Forest.” ICNGC 2018, Vung Tau City, Vietnam.
Abdul Jamil; Waseem Ullah; Samee Ullah; Muhammad Sajjad. “Classification of Membrane Proteins using Four-phase Split Amino Acid Composition Descriptor over Random Forest.” ICNGC 2018, Vung Tau City, Vietnam.