On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective. - Motasem Alfarra; Adel Bibi; Hasan Hammoud; Mohamed Gaafar; Bernard Ghanem (CoRR, 2020)

ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning. - Guocheng Qian; Hasan Hammoud; Guohao Li 001; Ali K. Thabet; Bernard Ghanem (NeurIPS, 2021)

Check Your Other Door! Establishing Backdoor Attacks in the Frequency Domain. - Hasan Abed Al Kader Hammoud; Bernard Ghanem (CoRR, 2021)

Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain. - Hasan Abed Al Kader Hammoud; Bernard Ghanem (BMVC, 2022)

PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies. - Guocheng Qian; Yuchen Li 010; Houwen Peng; Jinjie Mai; Hasan Hammoud; Mohamed Elhoseiny; Bernard Ghanem (NeurIPS, 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)

Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs. - Hasan Abed Al Kader Hammoud; Adel Bibi; Philip H. S. Torr; Bernard Ghanem (CVPR Workshops, 2023)

Computationally Budgeted Continual Learning: What Does Matter? - Ameya Prabhu; Hasan Abed Al Kader Hammoud; Puneet K. Dokania; Philip H. S. Torr; Ser-Nam Lim; Bernard Ghanem; Adel Bibi (CVPR, 2023)

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? - Hasan Abed Al Kader Hammoud; Ameya Prabhu; Ser-Nam Lim; Philip H. S. Torr; Adel Bibi; Bernard Ghanem (ICCV, 2023)

CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society. - Guohao Li 001; Hasan Hammoud; Hani Itani; Dmitrii Khizbullin; Bernard Ghanem (NeurIPS, 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)

CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society. - Guohao Li 001; Hasan Abed Al Kader Hammoud; Hani Itani; Dmitrii Khizbullin; Bernard Ghanem (CoRR, 2023)

From Categories to Classifier: Name-Only Continual Learning by Exploring the Web. - Ameya Prabhu; Hasan Abed Al Kader Hammoud; Ser-Nam Lim; Bernard Ghanem; Philip H. S. Torr; Adel Bibi (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)

On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective. - Motasem Alfarra; Adel Bibi; Hasan Hammoud; Mohamed Gaafar; Bernard Ghanem (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

From Categories to Classifiers: Name-Only Continual Learning by Exploring the Web. - Ameya Prabhu; Hasan Abed Al Kader Hammoud; Ser-Nam Lim; Bernard Ghanem; Philip Torr 001; Adel Bibi (CoLLAs, 2024)

Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition. - Hasan Abed Al Kader Hammoud; Shuming Liu 001; Mohammed Alkhrashi; Fahad Albalawi; Bernard Ghanem (CVPR Workshops, 2024)

On Pretraining Data Diversity for Self-Supervised Learning. - Hasan Abed Al Kader Hammoud; Tuhin Das; Fabio Pizzati; Philip H. S. Torr; Adel Bibi; Bernard Ghanem (ECCV (56), 2024)

Model Merging and Safety Alignment: One Bad Model Spoils the Bunch. - Hasan Hammoud; Umberto Michieli; Fabio Pizzati; Philip Torr 001; Adel Bibi; Bernard Ghanem; Mete Ozay (EMNLP (Findings), 2024)

Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation. - Yibo Yang; Xiaojie Li; Motasem Alfarra; Hasan Abed Al Kader Hammoud; Adel Bibi; Philip Torr 001; Bernard Ghanem (ICML, 2024)

SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training? - Hasan Abed Al Kader Hammoud; Hani Itani; Fabio Pizzati; Philip Torr 001; Adel Bibi; Bernard Ghanem (CoRR, 2024)

Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation. - Grigory Malinovsky; Umberto Michieli; Hasan Abed Al Kader Hammoud; Taha Ceritli; Hayder Elesedy; Mete Ozay; Peter Richtárik (CoRR, 2024)

Mindstorms in Natural Language-Based Societies of Mind. - Mingchen Zhuge; Haozhe Liu; Francesco Faccio; Dylan R. Ashley; Róbert Csordás; Anand Gopalakrishnan; Abdullah Hamdi; Hasan Abed Al Kader Hammoud; Vincent Herrmann; Kazuki Irie; Louis Kirsch; Bing Li 024; et al. (Comput. Vis. Media, 2025)

Towards Data-Efficient Pretraining for Atomic Property Prediction. - Yasir Ghunaim; Hasan Abed Al Kader Hammoud; Bernard Ghanem (CoRR, 2025)

DiffCLIP: Differential Attention Meets CLIP. - Hasan Abed Al Kader Hammoud; Bernard Ghanem (CoRR, 2025)

Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think. - Hasan Abed Al Kader Hammoud; Hani Itani; Bernard Ghanem (CoRR, 2025)

An Embarrassingly Simple Defense Against LLM Abliteration Attacks. - Harethah Abu Shairah; Hasan Abed Al Kader Hammoud; Bernard Ghanem; George Turkiyyah (CoRR, 2025)