A. B. Siddique

According to our database, A. B. Siddique authored at least 28 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Model-Agnostic Zero-Shot Intent Detection via Contrastive Transfer Learning.

Muhammad Hasan Maqbool, Moghis Fereidouni, A. B. Siddique, Hassan Foroosh

Int. J. Semantic Comput., March, 2024

Natural Language Task-Oriented Dialog System 2.0.

Adib Mosharrof, A. B. Siddique

CoRR, 2024

Looking into Black Box Code Language Models.

Muhammad Umair Haider, Umar Farooq, A. B. Siddique, Mark Marron

CoRR, 2024

MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations.

Srijata Maji, Moghis Fereidouni, Vinaik Chhetri, Umar Farooq, A. B. Siddique

CoRR, 2024

Search Beyond Queries: Training Smaller Language Models for Web Interactions via Reinforcement Learning.

Moghis Fereidouni, A. B. Siddique

CoRR, 2024

Mapping Natural Language Intents to User Interfaces through Vision-Language Models.

Halima Abukadah, Moghis Fereidouni, A. B. Siddique

Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

2023

A deep learning approach for intrusion detection in Internet of Things using focal loss function.

Ayesha S. Dina, A. B. Siddique, D. Manivannan

Internet Things, July, 2023

Toward Open-domain Slot Filling via Self-supervised Co-training.

Adib Mosharrof, Moghis Fereidouni, A. B. Siddique

Proceedings of the ACM Web Conference 2023, 2023

MobileRec: A Large Scale Dataset for Mobile Apps Recommendation.

Muhammad Hasan Maqbool, Umar Farooq, Adib Mosharrof, A. B. Siddique, Hassan Foroosh

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Robust Zero-Shot Intent Detection via Contrastive Transfer Learning.

Muhammad Hasan Maqbool, Fahad Ahmed Khan, A. B. Siddique, Hassan Foroosh

Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema.

Adib Mosharrof, Muhammad Hasan Maqbool, A. B. Siddique

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks.

Ayesha S. Dina, A. B. Siddique, D. Manivannan

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks.

Ayesha S. Dina, A. B. Siddique, D. Manivannan

IEEE Access, 2022

Zero-label Anaphora Resolution for Off-Script User Queries in Goal-Oriented Dialog Systems.

Muhammad Hasan Maqbool, Luxun Xu, A. B. Siddique, Niloofar Montazeri, Vagelis Hristidis, Hassan Foroosh

Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022

Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function.

A. B. Siddique, Muhammad Hasan Maqbool, Kshitija Taywade, Hassan Foroosh

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Proactive Prioritization of App Issues via Contrastive Learning.

Moghis Fereidouni, Adib Mosharrof, Umar Farooq, A. B. Siddique

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Generating Predictable and Adaptive Dialog Policies in Single- and Multi-domain Goal-oriented Dialog Systems.

Nhat X. T. Le, A. B. Siddique, Fuad T. Jamour, Samet Oymak, Vagelis Hristidis

Int. J. Semantic Comput., 2021

Linguistically-Enriched and Context-Aware Zero-shot Slot Filling.

A. B. Siddique, Fuad T. Jamour, Vagelis Hristidis

CoRR, 2021

Linguistically-Enriched and Context-AwareZero-shot Slot Filling.

A. B. Siddique, Fuad T. Jamour, Vagelis Hristidis

Proceedings of the WWW '21: The Web Conference 2021, 2021

Generalized Zero-shot Intent Detection via Commonsense Knowledge.

A. B. Siddique, Fuad T. Jamour, Luxun Xu, Vagelis Hristidis

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Predictable and Adaptive Goal-oriented Dialog Policy Generation.

Nhat X. T. Le, A. B. Siddique, Fuad T. Jamour, Samet Oymak, Vagelis Hristidis

Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021

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

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

AARSynth: App-Aware Response Synthesis for User Reviews.

Umar Farooq, A. B. Siddique, Fuad T. Jamour, Zhijia Zhao, Vagelis Hristidis

CoRR, 2020

Unsupervised Paraphrasing via Deep Reinforcement Learning.

A. B. Siddique, Samet Oymak, Vagelis Hristidis

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

App-Aware Response Synthesis for User Reviews.

Umar Farooq, A. B. Siddique, Fuad T. Jamour, Zhijia Zhao, Vagelis Hristidis

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Comparing Synopsis Techniques for Approximate Spatial Data Analysis.

A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis

Proc. VLDB Endow., 2019

Euler++: Improved Selectivity Estimation for Rectangular Spatial Records.

A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Experimental Evaluation of Sketching Techniques for Big Spatial Data.

A. B. Siddique, Ahmed Eldawy

Proceedings of the ACM Symposium on Cloud Computing, 2018