Experimental Evaluation of Sketching Techniques for Big Spatial Data. - A. B. Siddique 001; Ahmed Eldawy (SoCC, 2018)

Euler++: Improved Selectivity Estimation for Rectangular Spatial Records. - A. B. Siddique 001; Ahmed Eldawy; Vagelis Hristidis (IEEE BigData, 2019)

Comparing Synopsis Techniques for Approximate Spatial Data Analysis. - A. B. Siddique 001; Ahmed Eldawy; Vagelis Hristidis (Proc. VLDB Endow., 2019)

App-Aware Response Synthesis for User Reviews. - Umar Farooq 002; A. B. Siddique 001; Fuad T. Jamour; Zhijia Zhao 001; Vagelis Hristidis (IEEE BigData, 2020)

Unsupervised Paraphrasing via Deep Reinforcement Learning. - A. B. Siddique 001; Samet Oymak; Vagelis Hristidis (KDD, 2020)

AARSynth: App-Aware Response Synthesis for User Reviews. - Umar Farooq 002; A. B. Siddique 001; Fuad T. Jamour; Zhijia Zhao 001; Vagelis Hristidis (CoRR, 2020)

Beast: Scalable Exploratory Analytics on Spatio-temporal Data. - Ahmed Eldawy; Vagelis Hristidis; Saheli Ghosh; Majid Saeedan; Akil Sevim; A. B. Siddique 001; Samriddhi Singla; Ganesh Sivaram; Tin Vu; Yaming Zhang (CIKM, 2021)

Predictable and Adaptive Goal-oriented Dialog Policy Generation. - Nhat X. T. Le; A. B. Siddique 001; Fuad T. Jamour; Samet Oymak; Vagelis Hristidis (ICSC, 2021)

Generalized Zero-shot Intent Detection via Commonsense Knowledge. - A. B. Siddique 001; Fuad T. Jamour; Luxun Xu; Vagelis Hristidis (SIGIR, 2021)

Linguistically-Enriched and Context-AwareZero-shot Slot Filling. - A. B. Siddique 001; Fuad T. Jamour; Vagelis Hristidis (WWW, 2021)

Linguistically-Enriched and Context-Aware Zero-shot Slot Filling. - A. B. Siddique 001; Fuad T. Jamour; Vagelis Hristidis (CoRR, 2021)

Generating Predictable and Adaptive Dialog Policies in Single- and Multi-domain Goal-oriented Dialog Systems. - Nhat X. T. Le; A. B. Siddique 001; Fuad T. Jamour; Samet Oymak; Vagelis Hristidis (Int. J. Semantic Comput., 2021)

Proactive Prioritization of App Issues via Contrastive Learning. - Moghis Fereidouni; Adib Mosharrof; Umar Farooq 002; A. B. Siddique 001 (IEEE Big Data, 2022)

Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function. - A. B. Siddique 001; Muhammad Hasan Maqbool; Kshitija Taywade; Hassan Foroosh (CIKM, 2022)

Zero-label Anaphora Resolution for Off-Script User Queries in Goal-Oriented Dialog Systems. - Muhammad Hasan Maqbool; Luxun Xu; A. B. Siddique 001; Niloofar Montazeri; Vagelis Hristidis; Hassan Foroosh (ICSC, 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 001; D. Manivannan 001 (IEEE Access, 2022)

FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks. - Ayesha S. Dina; A. B. Siddique 001; D. Manivannan 001 (ACSAC, 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 001 (FLAIRS, 2023)

Robust Zero-Shot Intent Detection via Contrastive Transfer Learning. - Muhammad Hasan Maqbool; Fahad Ahmed Khan; A. B. Siddique 001; Hassan Foroosh (ICSC, 2023)

MobileRec: A Large Scale Dataset for Mobile Apps Recommendation. - Muhammad Hasan Maqbool; Umar Farooq 002; Adib Mosharrof; A. B. Siddique 001; Hassan Foroosh (SIGIR, 2023)

Toward Open-domain Slot Filling via Self-supervised Co-training. - Adib Mosharrof; Moghis Fereidouni; A. B. Siddique 001 (WWW, 2023)

A deep learning approach for intrusion detection in Internet of Things using focal loss function. - Ayesha S. Dina; A. B. Siddique 001; D. Manivannan 001 (Internet Things, 2023)

Mapping Natural Language Intents to User Interfaces through Vision-Language Models. - Halima Abukadah; Moghis Fereidouni; A. B. Siddique 001 (ICSC, 2024)

Search Beyond Queries: Training Smaller Language Models for Web Interactions via Reinforcement Learning. - Moghis Fereidouni; A. B. Siddique 001 (CoRR, 2024)

MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations. - Srijata Maji; Moghis Fereidouni; Vinaik Chhetri; Umar Farooq 002; A. B. Siddique 001 (CoRR, 2024)

Looking into Black Box Code Language Models. - Muhammad Umair Haider; Umar Farooq 002; A. B. Siddique 001; Mark Marron (CoRR, 2024)

Natural Language Task-Oriented Dialog System 2.0. - Adib Mosharrof; A. B. Siddique 001 (CoRR, 2024)

Model-Agnostic Zero-Shot Intent Detection via Contrastive Transfer Learning. - Muhammad Hasan Maqbool; Moghis Fereidouni; A. B. Siddique 001; Hassan Foroosh (Int. J. Semantic Comput., 2024)

INTERPOS: Interaction Rhythm Guided Positional Morphing for Mobile App Recommender Systems. - Muhammad Hasan Maqbool; Moghis Fereidouni; Umar Farooq 002; A. B. Siddique 001; Hassan Foroosh (ICSC, 2025)

Analyzing the Evolution and Maintenance of Quantum Computing Repositories. - Krishna Upadhyay; Vinaik Chhetri; A. B. Siddique 001; Umar Farooq 002 (CoRR, 2025)

Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution. - Muhammad Umair Haider; Hammad Rizwan; Hassan Sajjad 001; Peizhong Ju; A. B. Siddique 001 (CoRR, 2025)

Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback. - Moghis Fereidouni; Md Sajid Ahmed; Adib Mosharrof; A. B. Siddique 001 (CoRR, 2025)

Evaluating and Enhancing Out-of-Domain Generalization of Task-Oriented Dialog Systems for Task Completion without Turn-level Dialog Annotations. - Adib Mosharrof; Moghis Fereidouni; A. B. Siddique 001 (CoRR, 2025)

Assessing and Enhancing Quantum Readiness in Mobile Apps. - Joseph Strauss; Krishna Upadhyay; A. B. Siddique 001; Ibrahim Baggili; Umar Farooq 002 (CoRR, 2025)

What Users Value and Critique: Large-Scale Analysis of User Feedback on AI-Powered Mobile Apps. - Vinaik Chhetri; Krishna Upadhyay; A. B. Siddique 001; Umar Farooq 002 (CoRR, 2025)

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions. - Vinaik Chhetri; Yousaf Reza; Moghis Fereidouni; Srijata Maji; Umar Farooq 002; A. B. Siddique 001 (CoRR, 2025)