A. B. Siddique

55 papers A* 5A 3B 3Misc 1Journal 33Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Large-Scale Study on the Development and Issues of Multi-Agent AI Systems. CoRR Daniel Liu, Krishna Upadhyay, Vinaik Chhetri, A. B. Siddique, Umar Farooq
2026	—	`conf`	Evaluating Sparse Autoencoders for Monosemantic Representation. EACL (Findings) Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju, A. B. Siddique
2026	J	`jnl`	MobileDev-Bench: A Comprehensive Benchmark for Evaluating Language Models on Mobile Application Development. CoRR Moshood A. Fakorede, Krishna Upadhyay, A. B. Siddique, Umar Farooq
2026	J	`jnl`	Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution. Trans. Mach. Learn. Res. Muhammad Umair Haider, Hammad Rizwan, Hassan Sajjad, Peizhong Ju, A. B. Siddique
2025	J	`jnl`	A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions. CoRR Vinaik Chhetri, Yousaf Reza, Moghis Fereidouni, Srijata Maji, Umar Farooq, A. B. Siddique
2025	B	`conf`	A Large-Scale Study on the Development and Issues of Multi-Agent AI Systems. IEEE Big Data Daniel Liu, Krishna Upadhyay, Vinaik Chhetri, A. B. Siddique, Umar Farooq
2025	J	`jnl`	Analyzing the Evolution and Maintenance of Quantum Computing Repositories. CoRR Krishna Upadhyay, Vinaik Chhetri, A. B. Siddique, Umar Farooq
2025	—	`conf`	Analyzing the Evolution and Maintenance of Quantum Software Repositories. QSW Krishna Upadhyay, Vinaik Chhetri, A. B. Siddique, Umar Farooq
2025	J	`jnl`	Assessing and Enhancing Quantum Readiness in Mobile Apps. CoRR Joseph Strauss, Krishna Upadhyay, A. B. Siddique, Ibrahim Baggili, Umar Farooq
2025	J	`jnl`	Evaluating Sparse Autoencoders for Monosemantic Representation. CoRR Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju, A. B. Siddique
2025	J	`jnl`	Evaluating and Enhancing Out-of-Domain Generalization of Task-Oriented Dialog Systems for Task Completion without Turn-level Dialog Annotations. CoRR Adib Mosharrof, Moghis Fereidouni, A. B. Siddique
2025	—	`conf`	INTERPOS: Interaction Rhythm Guided Positional Morphing for Mobile App Recommender Systems. ICSC Muhammad Hasan Maqbool, Moghis Fereidouni, Umar Farooq, A. B. Siddique, Hassan Foroosh
2025	J	`jnl`	INTERPOS: Interaction Rhythm Guided Positional Morphing for Mobile App Recommender Systems. CoRR Muhammad Hasan Maqbool, Moghis Fereidouni, Umar Farooq, A. B. Siddique, Hassan Foroosh
2025	J	`jnl`	Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback. CoRR Moghis Fereidouni, Md Sajid Ahmed, Adib Mosharrof, A. B. Siddique
2025	B	`conf`	Large-Scale Analysis of User Feedback on AI-Powered Mobile Apps. IEEE Big Data Vinaik Chhetri, Krishna Upadhyay, A. B. Siddique, Umar Farooq
2025	J	`jnl`	Multi-Granular Node Pruning for Circuit Discovery. CoRR Muhammad Umair Haider, Hammad Rizwan, Hassan Sajjad, A. B. Siddique
2025	J	`jnl`	Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution. CoRR Muhammad Umair Haider, Hammad Rizwan, Hassan Sajjad, Peizhong Ju, A. B. Siddique
2025	J	`jnl`	Understanding Robustness of Model Editing in Code LLMs: An Empirical Study. CoRR Vinaik Chhetri, A. B. Siddique, Umar Farooq
2025	J	`jnl`	What Users Value and Critique: Large-Scale Analysis of User Feedback on AI-Powered Mobile Apps. CoRR Vinaik Chhetri, Krishna Upadhyay, A. B. Siddique, Umar Farooq
2024	J	`jnl`	Looking into Black Box Code Language Models. CoRR Muhammad Umair Haider, Umar Farooq, A. B. Siddique, Mark Marron
2024	—	`conf`	Mapping Natural Language Intents to User Interfaces through Vision-Language Models. ICSC Halima Abukadah, Moghis Fereidouni, A. B. Siddique
2024	J	`jnl`	MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations. CoRR Srijata Maji, Moghis Fereidouni, Vinaik Chhetri, Umar Farooq, A. B. Siddique
2024	J	`jnl`	Model-Agnostic Zero-Shot Intent Detection via Contrastive Transfer Learning. Int. J. Semantic Comput. Muhammad Hasan Maqbool, Moghis Fereidouni, A. B. Siddique, Hassan Foroosh
2024	J	`jnl`	Natural Language Task-Oriented Dialog System 2.0. CoRR Adib Mosharrof, A. B. Siddique
2024	J	`jnl`	Search Beyond Queries: Training Smaller Language Models for Web Interactions via Reinforcement Learning. CoRR Moghis Fereidouni, A. B. Siddique
2023	J	`jnl`	A deep learning approach for intrusion detection in Internet of Things using focal loss function. Internet Things Ayesha S. Dina, A. B. Siddique, D. Manivannan
2023	A	`conf`	FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks. ACSAC Ayesha S. Dina, A. B. Siddique, D. Manivannan
2023	A*	`conf`	MobileRec: A Large Scale Dataset for Mobile Apps Recommendation. SIGIR Muhammad Hasan Maqbool, Umar Farooq, Adib Mosharrof, A. B. Siddique, Hassan Foroosh
2023	J	`jnl`	MobileRec: A Large-Scale Dataset for Mobile Apps Recommendation. CoRR Muhammad Hasan Maqbool, Umar Farooq, Adib Mosharrof, A. B. Siddique, Hassan Foroosh
2023	J	`jnl`	Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function. CoRR A. B. Siddique, Muhammad Hasan Maqbool, Kshitija Taywade, Hassan Foroosh
2023	J	`jnl`	Proactive Prioritization of App Issues via Contrastive Learning. CoRR Moghis Fereidouni, Adib Mosharrof, Umar Farooq, A. B. Siddique
2023	—	`conf`	Robust Zero-Shot Intent Detection via Contrastive Transfer Learning. ICSC Muhammad Hasan Maqbool, Fahad Ahmed Khan, A. B. Siddique, Hassan Foroosh
2023	A*	`conf`	Toward Open-domain Slot Filling via Self-supervised Co-training. WWW Adib Mosharrof, Moghis Fereidouni, A. B. Siddique
2023	J	`jnl`	Toward Open-domain Slot Filling via Self-supervised Co-training. CoRR Adib Mosharrof, Moghis Fereidouni, A. B. Siddique
2023	Misc	`conf`	Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema. FLAIRS Adib Mosharrof, Muhammad Hasan Maqbool, A. B. Siddique
2023	J	`jnl`	Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema. CoRR Adib Mosharrof, Muhammad Hasan Maqbool, A. B. Siddique
2022	J	`jnl`	Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks. IEEE Access Ayesha S. Dina, A. B. Siddique, D. Manivannan
2022	J	`jnl`	Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks. CoRR Ayesha S. Dina, A. B. Siddique, D. Manivannan
2022	A	`conf`	Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function. CIKM A. B. Siddique, Muhammad Hasan Maqbool, Kshitija Taywade, Hassan Foroosh
2022	B	`conf`	Proactive Prioritization of App Issues via Contrastive Learning. IEEE Big Data Moghis Fereidouni, Adib Mosharrof, Umar Farooq, A. B. Siddique
2022	—	`conf`	Zero-label Anaphora Resolution for Off-Script User Queries in Goal-Oriented Dialog Systems. ICSC Muhammad Hasan Maqbool, Luxun Xu, A. B. Siddique, Niloofar Montazeri, Vagelis Hristidis, Hassan Foroosh
2021	A	`conf`	Beast: Scalable Exploratory Analytics on Spatio-temporal Data. CIKM Ahmed Eldawy, Vagelis Hristidis, Saheli Ghosh, Majid Saeedan, Akil Sevim, A. B. Siddique, Samriddhi Singla, Ganesh Sivaram, Tin Vu, Yaming Zhang
2021	A*	`conf`	Generalized Zero-shot Intent Detection via Commonsense Knowledge. SIGIR A. B. Siddique, Fuad T. Jamour, Luxun Xu, Vagelis Hristidis
2021	J	`jnl`	Generalized Zero-shot Intent Detection via Commonsense Knowledge. CoRR A. B. Siddique, Fuad T. Jamour, Luxun Xu, Vagelis Hristidis
2021	J	`jnl`	Generating Predictable and Adaptive Dialog Policies in Single- and Multi-domain Goal-oriented Dialog Systems. Int. J. Semantic Comput. Nhat X. T. Le, A. B. Siddique, Fuad T. Jamour, Samet Oymak, Vagelis Hristidis
2021	J	`jnl`	Linguistically-Enriched and Context-Aware Zero-shot Slot Filling. CoRR A. B. Siddique, Fuad T. Jamour, Vagelis Hristidis
2021	A*	`conf`	Linguistically-Enriched and Context-AwareZero-shot Slot Filling. WWW A. B. Siddique, Fuad T. Jamour, Vagelis Hristidis
2021	—	`conf`	Predictable and Adaptive Goal-oriented Dialog Policy Generation. ICSC Nhat X. T. Le, A. B. Siddique, Fuad T. Jamour, Samet Oymak, Vagelis Hristidis
2020	J	`jnl`	AARSynth: App-Aware Response Synthesis for User Reviews. CoRR Umar Farooq, A. B. Siddique, Fuad T. Jamour, Zhijia Zhao, Vagelis Hristidis
2020	—	`conf`	App-Aware Response Synthesis for User Reviews. IEEE BigData Umar Farooq, A. B. Siddique, Fuad T. Jamour, Zhijia Zhao, Vagelis Hristidis
2020	A*	`conf`	Unsupervised Paraphrasing via Deep Reinforcement Learning. KDD A. B. Siddique, Samet Oymak, Vagelis Hristidis
2020	J	`jnl`	Unsupervised Paraphrasing via Deep Reinforcement Learning. CoRR A. B. Siddique, Samet Oymak, Vagelis Hristidis
2019	J	`jnl`	Comparing Synopsis Techniques for Approximate Spatial Data Analysis. Proc. VLDB Endow. A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis
2019	—	`conf`	Euler++: Improved Selectivity Estimation for Rectangular Spatial Records. IEEE BigData A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis
2018	—	`conf`	Experimental Evaluation of Sketching Techniques for Big Spatial Data. SoCC A. B. Siddique, Ahmed Eldawy