معرفی
Dr. Ehsan Abbasnejad is an Associate Professor at Monash University's Department of Data Science and Artificial Intelligence, and holds adjunct positions at the Australian Institute for Machine Learning (AIML, University of Adelaide) and the Centre for Augmented Reasoning (CAR). He specializes in foundational AI, focusing on vision-language tasks, adversarial machine learning, and reinforcement learning. His work bridges theory with real-world applications in agriculture, energy, healthcare, and sports.
Education: PhD in Computer Science from Australian National University (ANU).
Research Interests:
- Machine Learning Theory and Adversarial Defenses
- Neural Network Robustness and Generalization
- Multimodal Learning (Vision-Language)
- Continual and Transfer Learning
- Applications in Energy, Healthcare, and Robotics
Awards:
- Finalist for Australian AI Academic/Researcher of the Year (2024)
- Multidisciplinary competition wins (e.g., OzMineral Explorer Challenge)
Advising & Grants:
- Australian Research Council (ARC) Discovery Project on Reinforcement Learning
- CSIRO's Next Generation Graduate Fund
- Accepting PhD students in foundational AI and applications
Labs & Teams: Director of Foundational Machine Learning & Reasoning at Monash, leading global teams in AI competitions and industry collaborations (Microsoft Research, NEC Labs America).
