| 2024 | COLING | Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification. | Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem |
| 2024 | NAACL | Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding. | Zheng Zhao, Emilio Monti, Jens Lehmann, Haytham Assem |
| 2022 | ACL | Aligned Weight Regularizers for Pruning Pretrained Neural Networks. | James O'Neill, Sourav Dutta, Haytham Assem |
| 2022 | COLING | Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment. | Silviu Vlad Oprea, Sourav Dutta, Haytham Assem |
| 2022 | ECIR | Enhanced Sentence Meta-Embeddings for Textual Understanding. | Sourav Dutta, Haytham Assem |
| 2022 | KDD | Semantic Aware Answer Sentence Selection Using Self-Learning Based Domain Adaptation. | Rajdeep Sarkar, Sourav Dutta, Haytham Assem, Mihael Arcan, John P. McCrae |
| 2021 | EMNLP | Cross-lingual Sentence Embedding using Multi-Task Learning. | Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen, John P. McCrae |
| 2021 | SIGdial | DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval. | Haytham Assem, Sourav Dutta, Edward Burgin |
| 2018 | PAKDD | DeepAD: A Generic Framework Based on Deep Learning for Time Series Anomaly Detection. | Teodora Sandra Buda, Bora Caglayan, Haytham Assem |
| 2017 | IM | ADE: An ensemble approach for early Anomaly Detection. | Teodora Sandra Buda, Haytham Assem, Lei Xu |
| 2016 | ICTAI | Spatio-Temporal Clustering Approach for Detecting Functional Regions in Cities. | Haytham Assem, Lei Xu, Teodora Sandra Buda, Declan O'Sullivan |
| 2016 | NOMS | Can machine learning aid in delivering new use cases and scenarios in 5G? | Teodora Sandra Buda, Haytham Assem, Lei Xu, Danny Raz, Udi Margolin, Elisha J. Rosensweig, Diego R. Lpez, Marius Iulian Corici, Mikhail Smirnov, Robert Mullins, Olga Uryupina, Alberto Mozo, Bruno Ordozgoiti Rubio, ngel Martn, Alaa Alloush, Pat O'Sullivan, Imen Grida Ben Yahia |
| 2013 | GLOBECOM | Improved E-model for monitoring quality of multi-party VoIP communications. | Mohamed Adel, Haytham Assem, Brendan Jennings, David Malone, Jonathan Dunne, Pat O'Sullivan |
| 2013 | GLOBECOM | A new adaptive redundancy control algorithm for VoIP applications. | Haytham Assem, David Malone, Jonathan Dunne, Pat O'Sullivan |
| 2013 | IM | A generic algorithm for mid-call audio codec switching. | Haytham Assem, Mohamed Adel, Brendan Jennings, David Malone, Jonathan Dunne, Pat O'Sullivan |