vCLIMB: A Novel Video Class Incremental Learning Benchmark. - Andrés Villa; Kumail Alhamoud; Victor Escorcia; Fabian Caba Heilbron; Juan León Alcázar; Bernard Ghanem (CVPR, 2022)

Real-Time Evaluation in Online Continual Learning: A New Hope. - Yasir Ghunaim; Adel Bibi; Kumail Alhamoud; Motasem Alfarra; Hasan Abed Al Kader Hammoud; Ameya Prabhu; Philip H. S. Torr; Bernard Ghanem (CVPR, 2023)

PIVOT: Prompting for Video Continual Learning. - Andrés Villa; Juan León Alcázar; Motasem Alfarra; Kumail Alhamoud; Julio Hurtado; Fabian Caba Heilbron; Alvaro Soto; Bernard Ghanem (CVPR, 2023)

Real-Time Evaluation in Online Continual Learning: A New Paradigm. - Yasir Ghunaim; Adel Bibi; Kumail Alhamoud; Motasem Alfarra; Hasan Abed Al Kader Hammoud; Ameya Prabhu; Philip H. S. Torr; Bernard Ghanem (CoRR, 2023)

Generalizability of Adversarial Robustness Under Distribution Shifts. - Kumail Alhamoud; Hasan Abed Al Kader Hammoud; Motasem Alfarra; Bernard Ghanem (Trans. Mach. Learn. Res., 2023)

FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging. - Kumail Alhamoud; Yasir Ghunaim; Motasem Alfarra; Thomas Hartvigsen; Philip Torr 001; Bernard Ghanem; Adel Bibi; Marzyeh Ghassemi (MICCAI (10), 2024)

Leveraging 2D molecular graph pretraining for improved 3D conformer generation with graph neural networks. - Kumail Alhamoud; Yasir Ghunaim; Abdulelah S. Alshehri; Guohao Li 001; Bernard Ghanem; Fengqi You (Comput. Chem. Eng., 2024)

Vision-Language Models Do Not Understand Negation. - Kumail Alhamoud; Shaden Alshammari; Yonglong Tian; Guohao Li 013; Philip H. S. Torr; Yoon Kim; Marzyeh Ghassemi (CVPR, 2025)

Vision-Language Models Do Not Understand Negation. - Kumail Alhamoud; Shaden Alshammari; Yonglong Tian; Guohao Li 001; Philip Torr 001; Yoon Kim; Marzyeh Ghassemi (CoRR, 2025)

Medical Hallucinations in Foundation Models and Their Impact on Healthcare. - Yubin Kim 002; Hyewon Jeong; Shan Chen 004; Shuyue Stella Li; Mingyu Lu; Kumail Alhamoud; Jimin Mun; Cristina Grau; Minseok Jung; Rodrigo Gameiro; Lizhou Fan; Eugene Park; et al. (CoRR, 2025)

MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering. - Yuexing Hao; Kumail Alhamoud; Hyewon Jeong; Haoran Zhang 003; Isha Puri; Philip Torr 001; Mike Schaekermann; Ariel D. Stern; Marzyeh Ghassemi (CoRR, 2025)

Train Long, Think Short: Curriculum Learning for Efficient Reasoning. - Hasan Abed Al Kader Hammoud; Kumail Alhamoud; Abed Hammoud; Elie Bou-Zeid; Marzyeh Ghassemi; Bernard Ghanem (CoRR, 2025)