Hanwei Zhang

I am a Postdoc researcher at the chair of Prof.Holger Hermanns since November 2023. Currently, I am working on the project of Explainable Intelligent Systems, as well as the joint project about adversarial attack against 3D object detection in autonomous driving collaborating with the group “Trustworthy Intelligent Systems” led by Prof. Lijun Zhang.

From July 2021 to July 2023, I served as a Post-doctoral researcher with the QARMA team at LIS Marseille, collaborating on the Interpretability of Deep Neural Networks alongside Ronan Sicre, Stephane Ayache, and Yannis Avrithis.

Earlier, I successfully defended my Ph.D. thesis titled “Deep Learning in Adversarial Context” on June, 2021. My doctoral research was conducted under the guidance of Laurent Amsaleg, Yannis Avrithis, and Teddy Furon within the Linkmedia team at IRISA Rennes. I pursued my degree through the PRogram Of Sino-French Education for Research (PROSFER) between East China Normal University and École normale supérieure de Rennes. Throughout my Ph.D., my focus centered on exploring security challenges within machine learning. Presently, my primary research revolves around establishing trustworthy AI.

Prior to joining IRISA, I delved into Multi-objective Evolutionary Computation with Aimin Zhou from 2015 to 2017. I earned my bachelor’s degree in 2015 from the Department of Computer Science and Technology at East China Normal University.

Contact