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Publications
- W. Yao, R. Yahyaabadi, H. Hassani and S. Nikan,
“A Survey on Audio-Visual Large Language Models (external link) ,” in Knowledge-Based Systems, Vol. 338, p. 116569, 2026.
- M. Ruiz, H. Hassani and S. Nikan,
“A Survey on Deep Learning for Face Anti-Spoofing in Automotive Applications (external link) ,” in IEEE Transactions on Biometrics, Behavior, and Identity Science, 2026.
- H. Hassani, E. Hallaji, R. Razavi-Far, M. Saif and L. Lin,
"Towards Sample-Efficiency and Generalization of Transfer and Inverse Reinforcement Learning: A Comprehensive Literature Review (external link) ," in IEEE Transactions on Artificial Intelligence, vol. 7, no. 4, pp. 1819–1834, April 2026, doi: 10.1109/TAI.2025.3610590.
- H. Hassani, S. Nikan and A. Shami,
"Attention Prioritized Experience Replay With Application to Self-Driving Cars: Learning From More Informative Experiences Helps Improve the Training Quality (external link) ," in IEEE Systems, Man, and Cybernetics Magazine, vol. 11, no. 4, pp. 24–32, Oct. 2025, doi: 10.1109/MSMC.2025.3551811.
- Hassani, H., Nikan, S., & Shami, A. (2025).
Improved exploration-exploitation trade-off through adaptive prioritized experience replay (external link) . Neurocomputing, 614, 128836.
- Hassani, H., Nikan, S., & Shami, A. (2025).
TinyDrive: Multiscale Visual Question Answering with Selective Token Routing for Autonomous Driving (external link) . arXiv preprint arXiv:2505.15564.
- Chen, L., Hassani, H., & Nikan, S. (2025).
Ts-VLM: Text-guided softsort pooling for vision-language models in multi-view driving reasoning (external link) . arXiv preprint arXiv:2505.12670.
- Hassani, H., Nikan, S., & Shami, A. (2024).
Traffic navigation via reinforcement learning with episodic-guided prioritized experience replay (external link) . Engineering Applications of Artificial Intelligence, 137, 109147.