| 2026 | EACL | Evaluating Sparse Autoencoders for Monosemantic Representation. | Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju, A. B. Siddique |
| 2023 | ACSAC | FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks. | Ayesha S. Dina, A. B. Siddique, D. Manivannan |
| 2023 | FlAIRS | Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema. | Adib Mosharrof, Muhammad Hasan Maqbool, A. B. Siddique |
| 2023 | WWW | Toward Open-domain Slot Filling via Self-supervised Co-training. | Adib Mosharrof, Moghis Fereidouni, A. B. Siddique |
| 2023 | SIGIR | MobileRec: A Large Scale Dataset for Mobile Apps Recommendation. | Muhammad Hasan Maqbool, Umar Farooq, Adib Mosharrof, A. B. Siddique, Hassan Foroosh |
| 2022 | CIKM | Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function. | A. B. Siddique, Muhammad Hasan Maqbool, Kshitija Taywade, Hassan Foroosh |
| 2021 | CIKM | Beast: Scalable Exploratory Analytics on Spatio-temporal Data. | Ahmed Eldawy, Vagelis Hristidis, Saheli Ghosh, Majid Saeedan, Akil Sevim, A. B. Siddique, Samriddhi Singla, Ganesh Sivaram, Tin Vu, Yaming Zhang |
| 2021 | WWW | Linguistically-Enriched and Context-AwareZero-shot Slot Filling. | A. B. Siddique, Fuad T. Jamour, Vagelis Hristidis |
| 2021 | SIGIR | Generalized Zero-shot Intent Detection via Commonsense Knowledge. | A. B. Siddique, Fuad T. Jamour, Luxun Xu, Vagelis Hristidis |
| 2020 | KDD | Unsupervised Paraphrasing via Deep Reinforcement Learning. | A. B. Siddique, Samet Oymak, Vagelis Hristidis |
| 2018 | CLOUD | Experimental Evaluation of Sketching Techniques for Big Spatial Data. | A. B. Siddique, Ahmed Eldawy |