Phone: 08 646 15 38
Office: 408, 33
I am an Assistant Professor (Senior Lecturer) at the School of Electrical and Computer Engineering at Ben-Gurion University of the Negev.
My research focuses on representation learning, efficient deployment of neural networks, multi-modality, and graph and geometric deep learning applied to various domains such as computer vision, natural language processing (NLP), autonomous vehicles, medical imaging, biology, and more. We publish our work in top venues such as NeurIPS, CVPR, ICCV, ECCV, ICLR, ICML, JMLR, TMLR, IROS, and others.
My lab collaborates on these topics with leading local and global research experts. Additionally, I frequently serve as an Area Chair, Associate Editor, Program Committee Member, and Reviewer for leading conferences and journals in the field.
Lab Engineer
Research Assistant
Robustness and safety of ML systems (CV, NLP, RAG, multimodal) | Adversarial and physical patch attacks, jailbreaks, data poisoning/backdoors, unlearning, bias analysis, and scalable training.
Co-Advisor: Prof. Kobi Cohen
Computer Vision | Deep Learning | AI
Graph Neural Networks
Information Theoretical Compression Methods for Foundation Models | Video Foundation Models | Computer Vision
Geometric Deep Learning | Computer Vision
Deep learning | Computer vision | NLP | AI
Computer Vision | VLMs reduce supervision and compromised labels | Medical domain CV.
Inverse Problems | Acoustic Navigation | Computer Vision | Medical Imaging
Graph Neural Networks | Video Understanding
Diffusion Models & Efficient Sampling | Discrete Diffusion For Language | Secure AI For Biometrics | Inverse Problems & Computational Imaging | Medical Computer Vision
Graph Foundation Models
Co-Advisor: Prof. Oren Freifeld
4D Reconstruction | Computer Vision | Deep Learning
Graph Neural Networks
Deep Learning based Graph Generation Techniques and other learning-on-graph subjects
Co-Advisor: Prof. Oren Frifeld
Computer Vision | Deep Learning
