| 2025 | ACL | Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation. | Sadaf Md. Halim, Chen Zhao, Xintao Wu, Latifur Khan, Christan Grant, Fariha Ishrat Rahman, Feng Chen |
| 2025 | ICDE | Fairness-Aware Active Online Learning with Changing Environments. | Sadaf Md. Halim, Chen Zhao, Xintao Wu, Latifur Khan, Christan Earl Grant, Feng Chen |
| 2025 | NeSy | MC3G: Model Agnostic Causally Constrained Counterfactual Generation. | Sopam Dasgupta, Sadaf Md. Halim, Joaqun Arias, Elmer Salazar, Gopal Gupta |
| 2024 | DBSEC | ALERT: A Framework for Efficient Extraction of Attack Techniques from Cyber Threat Intelligence Reports Using Active Learning. | Fariha Ishrat Rahman, Sadaf Md. Halim, Anoop Singhal, Latifur Khan |
| 2024 | ICDM | Handling Non-IID Data in Federated Learning using Metaheuristic Optimization Techniques. | Amin Birashk, Sadaf Md. Halim, Latifur Khan |
| 2023 | EMNLP | Dual Contrastive Learning Framework for Incremental Text Classification. | Yigong Wang, Zhuoyi Wang, Yu Lin, Jinghui Guo, Sadaf Md. Halim, Latifur Khan |
| 2023 | IJCNN | WokeGPT: Improving Counterspeech Generation Against Online Hate Speech by Intelligently Augmenting Datasets Using a Novel Metric. | Sadaf Md. Halim, Saquib Irtiza, Yibo Hu, Latifur Khan, Bhavani Thuraisingham |
| 2022 | DBSEC | Knowledge Mining in Cybersecurity: From Attack to Defense. | Khandakar Ashrafi Akbar, Sadaf Md. Halim, Yibo Hu, Anoop Singhal, Latifur Khan, Bhavani Thuraisingham |