MRI Hossain, C Li, TS Field, G Carenini, "SteinICL: Efficient Classifier-Guided Demonstration Selection for Alzheimer’s Detection." Accepted In European Chapter of the Association for Computational Linguistics (EACL) Findings 2027.
MA Rahman, H Babiker, MRI Hossain, MY Kim, R Goebel. "Bayesian Demonstration Selection for LLM-Based Dementia Detection from Patient-Generated Text." In IEEE Access 2026.
G Cimino, MRI Hossain, LD Santis, A Abaskohi, RT Ng, G Carenini, V Deufemia. "CLARUS: Hierarchical Hypergraph Modeling for Unsupervised Discharge Summarization." In Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP).
TT Dipto, MAhamed, RB Kabir, MA Mushabbir, MS Islam, MRI Hossain, MTR Laskar, S Ahmed. "MemeCULT-1K: Benchmarking South Asian Cultural Context and Humor Understanding of Multimodal Models." In Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP)
AA Hasnaath, B Xu, MRI Hossain, LSigal, H Luqman. "ViPo-MLLM: Visual-Pose Multimodal LLM for Gloss-Free Sign Language Translation". In IEEE International Conference on Image Processing (ICIP) 2026 [Paper].
MRI Hossain, E Hoque, G Carenini. "Can Human Gaze Improve VLM Robustness to Misleading Data Visualizations?" In Proceedings of the 2026 International Conference on Advanced Visual Interfaces (AVI). [Paper]
MRI Hossain, M Siam, L Sigal, JJ Little. "The Power of One: A Single Example is All it Takes for Segmentation in VLMs." In Transactions on Machine Learning Research (TMLR) 2026. [Paper] [Code]
MRI Hossain, L Feng, L Sigal, MO Ahmed. "Do LLMs Benefit from User and Item Embeddings in Recommendation Tasks?" In Multimodal Algorithmic Reasoning Workshop (MAR), NeurIPS 2025. [Paper]
A Salamatian, A Abaskohi, WC Fan, MRI Hossain, L Sigal, G Carenini. "ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement". In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2025. [Paper][Code]
J Luo, MRI Hossain, B Li, L Sigal. "Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses." arXiv preprint arXiv:2412.08110 (2024). [Paper]
MRI Hossain, M Siam, L Sigal, JJ Little. "Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach ." In Proceedings of the IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2024. [Paper][Code]
MRI Hossain, L Sigal, JJ Little. "Framework-agnostic Semantically-aware Global Reasoning for Segmentation." In Proceedings of the Winter Conference on Applications of Computer Vision (WACV) 2024. [Paper]
MRI Hossain, JJ Little. "Exploiting temporal information for 3D human pose estimation." In Proceedings of the European Conference on Computer Vision (ECCV) 2018. [Paper] [Code]
J Martinez, R Hossain, Romero, JJ Little. "A simple yet effective baseline for 3d human pose estimation ." In Proceedings of the International Conference on Computer Vision (ICCV) 2017. [Paper] [Code]
MRI Hossain, I Ahmed, MH Kabir. "Automatic lung tumor detection based on GLCM features ." In Asian Conference on Computer Vision Workshop (ACCV Workshop) 2014.
MRI Hossain, "Learning efficient representations for generalizable segmentation in data-limited scenarios", PhD thesis, The University of British Columbia, 2025. [PDF]
MRI Hossain, "Understanding the sources of error for 3D human pose estimation from monocular images and videos", Master's thesis, The University of British Columbia, 2017. [PDF]