A. B. Siddique

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Intrusion Detection

Transfer Learning

Top Venues

Int. J. Semantic Comput.

Publications

Srijata Maji, Moghis Fereidouni, Vinaik Chhetri, Umar Farooq, A. B. Siddique
MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations. CoRR (2024)
Halima Abukadah, Moghis Fereidouni, A. B. Siddique
Mapping Natural Language Intents to User Interfaces through Vision-Language Models. ICSC (2024)
Muhammad Umair Haider, Umar Farooq, A. B. Siddique, Mark Marron
Looking into Black Box Code Language Models. CoRR (2024)
Moghis Fereidouni, A. B. Siddique
Search Beyond Queries: Training Smaller Language Models for Web Interactions via Reinforcement Learning. CoRR (2024)
Muhammad Hasan Maqbool, Moghis Fereidouni, A. B. Siddique, Hassan Foroosh
Model-Agnostic Zero-Shot Intent Detection via Contrastive Transfer Learning. Int. J. Semantic Comput. 18 (1) (2024)
Adib Mosharrof, A. B. Siddique
Natural Language Task-Oriented Dialog System 2.0. CoRR (2024)
A. B. Siddique, Muhammad Hasan Maqbool, Kshitija Taywade, Hassan Foroosh
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function. CoRR (2023)
Adib Mosharrof, Moghis Fereidouni, A. B. Siddique
Toward Open-domain Slot Filling via Self-supervised Co-training. WWW (2023)
Muhammad Hasan Maqbool, F. A. Khan, A. B. Siddique, Hassan Foroosh
Robust Zero-Shot Intent Detection via Contrastive Transfer Learning. ICSC (2023)
Ayesha S. Dina, A. B. Siddique, D. Manivannan
A deep learning approach for intrusion detection in Internet of Things using focal loss function. Internet Things 22 (2023)
Muhammad Hasan Maqbool, Umar Farooq, Adib Mosharrof, A. B. Siddique, Hassan Foroosh
MobileRec: A Large-Scale Dataset for Mobile Apps Recommendation. CoRR (2023)
Adib Mosharrof, Muhammad Hasan Maqbool, A. B. Siddique
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema. CoRR (2023)
Moghis Fereidouni, Adib Mosharrof, Umar Farooq, A. B. Siddique
Proactive Prioritization of App Issues via Contrastive Learning. CoRR (2023)
Adib Mosharrof, Moghis Fereidouni, A. B. Siddique
Toward Open-domain Slot Filling via Self-supervised Co-training. CoRR (2023)
Muhammad Hasan Maqbool, Umar Farooq, Adib Mosharrof, A. B. Siddique, Hassan Foroosh
MobileRec: A Large Scale Dataset for Mobile Apps Recommendation. SIGIR (2023)
Adib Mosharrof, Muhammad Hasan Maqbool, A. B. Siddique
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema. FLAIRS (2023)
Ayesha S. Dina, A. B. Siddique, D. Manivannan
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks. CoRR (2022)
A. B. Siddique, Muhammad Hasan Maqbool, Kshitija Taywade, Hassan Foroosh
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function. CIKM (2022)
Ayesha S. Dina, A. B. Siddique, D. Manivannan
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks. IEEE Access 10 (2022)
Moghis Fereidouni, Adib Mosharrof, Umar Farooq, A. B. Siddique
Proactive Prioritization of App Issues via Contrastive Learning. Big Data (2022)
Muhammad Hasan Maqbool, Luxun Xu, A. B. Siddique, Niloofar Montazeri, Vagelis Hristidis, Hassan Foroosh
Zero-label Anaphora Resolution for Off-Script User Queries in Goal-Oriented Dialog Systems. ICSC (2022)
Nhat X. T. Le, A. B. Siddique, Fuad T. Jamour, Samet Oymak, Vagelis Hristidis
Generating Predictable and Adaptive Dialog Policies in Single- and Multi-domain Goal-oriented Dialog Systems. Int. J. Semantic Comput. 15 (4) (2021)