| 2026 | AAAI | CoRe-Fed: Bridging Collaborative and Representation Fairness via Federated Embedding Distillation. | Noorain Mukhtiar, Adnan Mahmood, Quan Z. Sheng |
| 2025 | AAAI | Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval. | Tianlong Zhang, Zhe Xue, Adnan Mahmood, Junping Du, Yuchen Dong, Shilong Ou, Lang Feng, Ming-Hsuan Yang, Yuankai Qi |
| 2025 | IJCAI | Federated Learning at the Forefront of Fairness: A Multifaceted Perspective. | Noorain Mukhtiar, Adnan Mahmood, Yipeng Zhou, Jian Yang, Jing Teng, Quan Z. Sheng |
| 2025 | ICWS | RepuFL: Reputation-Aware Client Selection in Federated Learning for Mobile Networks. | Subhash Sagar, Adnan Mahmood |
| 2025 | SMC | An Adaptive Learning System for Anomaly Detection in SDN. | Ehtesham Ferdous, Md Geaur Rahman, Adnan Mahmood, Sabih ur Rehman, Md Zahidul Islam |
| 2024 | ADMA | FairEquityFL - A Fair and Equitable Client Selection in Federated Learning for Heterogeneous IoV Networks. | Fahmida Islam, Adnan Mahmood, Noorain Mukhtiar, Kasun Eranda Wijethilake, Quan Z. Sheng |
| 2024 | ADMA | Towards Adaptive Context Management for Intelligent Conversational Question Answering. | Manoj Madushanka Perera, Adnan Mahmood, Kasun Eranda Wijethilake, Quan Z. Sheng |
| 2024 | ADMA | FedCLF - Towards Efficient Participant Selection for Federated Learning in Heterogeneous IoV Networks. | Kasun Eranda Wijethilake, Adnan Mahmood, Quan Z. Sheng |
| 2024 | ICWS | Multimodal Archival Data Ecosystems. | Zhaoyang Zhang, Yang Zhang, Quan Z. Sheng, Adnan Mahmood, Yimeng Feng, Xiaoyu Wang, Yaolin Zhou |
| 2024 | WISE | Learning Contrastive Representations for Dense Passage Retrieval in Open-Domain Conversational Question Answering. | Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Elaf Alhazmi, Adnan Mahmood |
| 2023 | CHASE | Demo: P-Fall: Personalization Pipeline for Fall Detection. | Anne H. H. Ngu, Awatif Yasmin, Tarek Mahmud, Adnan Mahmood, Quan Z. Sheng |
| 2023 | IJCNN | Keeping the Questions Conversational: Using Structured Representations to Resolve Dependency in Conversational Question Answering. | Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Adnan Mahmood |
| 2023 | IJCNN | Hybrid Data Augmentation for Citation Function Classification. | Yang Zhang, Yufei Wang, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Rongying Zhao |
| 2023 | WISE | Learning to Select the Relevant History Turns in Conversational Question Answering. | Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng, Subhash Sagar, Adnan Mahmood, Yang Zhang |
| 2023 | WSDM | SimSumIoT: A Platform for Simulating the Summarisation from Internet of Things. | Wei Emma Zhang, Adnan Mahmood, Lixin Deng, Minhao Zhu |
| 2021 | TrustCom | A Time-aware Trust Management Heuristic for the Internet of Vehicles. | Sarah Ali Siddiqui, Adnan Mahmood, Quan Z. Sheng, Hajime Suzuki, Wei Ni |
| 2021 | WISE | TDM-CFC: Towards Document-Level Multi-label Citation Function Classification. | Yang Zhang, Yufei Wang, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Rongying Zhao |
| 2020 | CCGRID | Helibot - A Smart Distributed Energy Resources Platform for Futuristic Smart Grids. | Vanh Khuyen Nguyen, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Trung Duc Vo |
| 2020 | GLOBECOM | A Time-aware Similarity-based Trust Computational Model for Social Internet of Things. | Subhash Sagar, Adnan Mahmood, Jitander Kumar, Quan Z. Sheng |
| 2020 | ICSOC | Energy Minimization for Cloud Services with Stochastic Requests. | Shuang Wang, Quan Z. Sheng, Xiaoping Li, Adnan Mahmood, Yang Zhang |
| 2020 | Mobiquitous | Towards a Machine Learning-driven Trust Evaluation Model for Social Internet of Things: A Time-aware Approach. | Subhash Sagar, Adnan Mahmood, Michael Sheng, Munazza Zaib, Wei Zhang |
| 2020 | TrustCom | An Arithmetic Differential Privacy Budget Allocation Method for the Partitioning and Publishing of Location Information. | Yan Yan, Xin Gao, Adnan Mahmood, Yang Zhang, Shuang Wang, Quan Z. Sheng |
| 2020 | SENSYS | SCaRT-SIoT: towards a scalable and robust trust platform for social internet of things: demo abstract. | Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Sarah Ali Siddiqui |
| 2019 | ICONIP | Machine Learning Based Trust Model for Misbehaviour Detection in Internet-of-Vehicles. | Sarah Ali Siddiqui, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng |
| 2019 | INFOCOM | Demo Abstract: An End-to-End Real-Time Efficient System for Smart Energy Monitoring. | Vanh Khuyen Nguyen, Wei Emma Zhang, Khoa Le, Adnan Mahmood, Quan Z. Sheng |
| 2019 | MOBICOM | Poster: A Machine Learning based Hybrid Trust Management Heuristic for Vehicular Ad hoc Networks. | Sarah Ali Siddiqui, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng |
| 2019 | PDCAT | A Hybrid Trust Management Model for Secure and Resource Efficient Vehicular Ad hoc Networks. | Adnan Mahmood, Sarah Ali Siddiqui, Wei Emma Zhang, Quan Z. Sheng |
| 2019 | PERCOM | Towards Software Defined Heterogeneous Vehicular Networks for Intelligent Transportation Systems. | Adnan Mahmood |
| 2019 | PERCOM | A Hybrid Trust Management Heuristic for VANETs. | Adnan Mahmood, Bernard Butler, Wei Emma Zhang, Quan Z. Sheng, Sarah Ali Siddiqui |
| 2018 | COMPSAC | Towards Efficient Network Resource Management in SDN-Based Heterogeneous Vehicular Networks. | Adnan Mahmood, Bernard Butler, Brendan Jennings |
| 2018 | MOBICOM | Towards Fog-based Next Generation Internet of Vehicles Architecture. | Sarah Ali Siddiqui, Adnan Mahmood |
| 2013 | WorldCIST | Android, GIS and Web Base Project, Emergency Management System (EMS) Which Overcomes Quick Emergency Response Challenges. | Atif Saeed, Muhammad Shahid Bhatti, Muhammad Ajmal, Adil Waseem, Arsalan Akbar, Adnan Mahmood |