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ORCIDA. B. Siddique 0001
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- affiliation: University of Kentucky, Department of Computer Science, Lexington, USA
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Journal Articles
- 2024
[j5]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): 5-24 (2024)- 2023
- [j4]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: 100699 (2023) - 2022
- [j3]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: 96731-96747 (2022) - 2021
- [j2]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): 419-439 (2021) - 2019
- [j1]A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis:
Comparing Synopsis Techniques for Approximate Spatial Data Analysis. Proc. VLDB Endow. 12(11): 1583-1596 (2019)
Conference and Workshop Papers
- 2024
- [c17]Halima Abukadah, Moghis Fereidouni, A. B. Siddique:
Mapping Natural Language Intents to User Interfaces through Vision-Language Models. ICSC 2024: 237-244 - 2023
- [c16]Ayesha S. Dina, A. B. Siddique, D. Manivannan:
FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks. ACSAC 2023: 138-149 - [c15]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 - [c14]Muhammad Hasan Maqbool, Fahad Ahmed Khan, A. B. Siddique, Hassan Foroosh:
Robust Zero-Shot Intent Detection via Contrastive Transfer Learning. ICSC 2023: 49-56 - [c13]Muhammad Hasan Maqbool, Umar Farooq, Adib Mosharrof, A. B. Siddique, Hassan Foroosh:
MobileRec: A Large Scale Dataset for Mobile Apps Recommendation. SIGIR 2023: 3007-3016 - [c12]Adib Mosharrof, Moghis Fereidouni, A. B. Siddique:
Toward Open-domain Slot Filling via Self-supervised Co-training. WWW 2023: 1928-1937 - 2022
- [c11]Moghis Fereidouni, Adib Mosharrof, Umar Farooq, A. B. Siddique:
Proactive Prioritization of App Issues via Contrastive Learning. IEEE Big Data 2022: 535-544 - [c10]A. B. Siddique, Muhammad Hasan Maqbool, Kshitija Taywade, Hassan Foroosh:
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function. CIKM 2022: 1787-1797 - [c9]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: 217-224 - 2021
- [c8]Ahmed Eldawy, Vagelis Hristidis, Saheli Ghosh, Majid Saeedan, Akil Sevim, A. B. Siddique, Samriddhi Singla, Ganesh Sivaram, Tin Vu, Yaming Zhang:
Beast: Scalable Exploratory Analytics on Spatio-temporal Data. CIKM 2021: 3796-3807 - [c7]Nhat X. T. Le, A. B. Siddique, Fuad T. Jamour, Samet Oymak, Vagelis Hristidis:
Predictable and Adaptive Goal-oriented Dialog Policy Generation. ICSC 2021: 40-47 - [c6]A. B. Siddique, Fuad T. Jamour, Luxun Xu, Vagelis Hristidis:
Generalized Zero-shot Intent Detection via Commonsense Knowledge. SIGIR 2021: 1925-1929 - [c5]A. B. Siddique, Fuad T. Jamour, Vagelis Hristidis:
Linguistically-Enriched and Context-AwareZero-shot Slot Filling. WWW 2021: 3279-3290 - 2020
- [c4]Umar Farooq, A. B. Siddique, Fuad T. Jamour, Zhijia Zhao, Vagelis Hristidis:
App-Aware Response Synthesis for User Reviews. IEEE BigData 2020: 699-708 - [c3]A. B. Siddique, Samet Oymak, Vagelis Hristidis:
Unsupervised Paraphrasing via Deep Reinforcement Learning. KDD 2020: 1800-1809 - 2019
- [c2]A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis:
Euler++: Improved Selectivity Estimation for Rectangular Spatial Records. IEEE BigData 2019: 4129-4133 - 2018
- [c1]A. B. Siddique, Ahmed Eldawy:
Experimental Evaluation of Sketching Techniques for Big Spatial Data. SoCC 2018: 522
Informal and Other Publications
- 2024
- [i14]Moghis Fereidouni, A. B. Siddique:
Search Beyond Queries: Training Smaller Language Models for Web Interactions via Reinforcement Learning. CoRR abs/2404.10887 (2024) - [i13]Srijata Maji, Moghis Fereidouni, Vinaik Chhetri, Umar Farooq, A. B. Siddique:
MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations. CoRR abs/2405.17740 (2024) - [i12]Muhammad Umair Haider, Umar Farooq, A. B. Siddique, Mark Marron:
Looking into Black Box Code Language Models. CoRR abs/2407.04868 (2024) - [i11]Adib Mosharrof, A. B. Siddique:
Natural Language Task-Oriented Dialog System 2.0. CoRR abs/2407.15055 (2024) - 2023
- [i10]Moghis Fereidouni, Adib Mosharrof, Umar Farooq, A. B. Siddique:
Proactive Prioritization of App Issues via Contrastive Learning. CoRR abs/2303.06586 (2023) - [i9]Muhammad Hasan Maqbool, Umar Farooq, Adib Mosharrof, A. B. Siddique, Hassan Foroosh:
MobileRec: A Large-Scale Dataset for Mobile Apps Recommendation. CoRR abs/2303.06588 (2023) - [i8]A. B. Siddique, Muhammad Hasan Maqbool, Kshitija Taywade, Hassan Foroosh:
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function. CoRR abs/2303.13797 (2023) - [i7]Adib Mosharrof, Moghis Fereidouni, A. B. Siddique:
Toward Open-domain Slot Filling via Self-supervised Co-training. CoRR abs/2303.13801 (2023) - [i6]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 abs/2303.16252 (2023) - 2022
- [i5]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 abs/2204.00144 (2022) - 2021
- [i4]A. B. Siddique, Fuad T. Jamour, Vagelis Hristidis:
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling. CoRR abs/2101.06514 (2021) - [i3]A. B. Siddique, Fuad T. Jamour, Luxun Xu, Vagelis Hristidis:
Generalized Zero-shot Intent Detection via Commonsense Knowledge. CoRR abs/2102.02925 (2021) - 2020
- [i2]A. B. Siddique, Samet Oymak, Vagelis Hristidis:
Unsupervised Paraphrasing via Deep Reinforcement Learning. CoRR abs/2007.02244 (2020) - [i1]Umar Farooq, A. B. Siddique, Fuad T. Jamour, Zhijia Zhao, Vagelis Hristidis:
AARSynth: App-Aware Response Synthesis for User Reviews. CoRR abs/2007.15793 (2020)
Coauthor Index
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