Han Yufei
About Han Yufei
Han Yufei is a Senior Researcher at Inria in Rennes, France, specializing in machine learning applications in cybersecurity. With a diverse background in research roles across various institutions, he has contributed significantly to the fields of adversarial machine learning and reinforcement learning.
Work at Inria
Han Yufei has been a Senior Researcher at Inria since 2021. Based in Rennes, Brittany, France, Yufei focuses on advancing research in machine learning applications, particularly in cybersecurity. This role involves developing innovative solutions that address challenges in adversarial machine learning and reinforcement learning-based policymaking. Yufei's contributions to the field are significant, as they leverage extensive experience in data mining and machine learning.
Previous Positions and Experience
Prior to joining Inria, Han Yufei held several notable positions. From 2015 to 2021, Yufei served as a Senior Principal Researcher at NortonLifeLock in Sophia-Antipolis, France. Before that, Yufei was the Chief Data Scientist at GridPocket for one year. Yufei also worked as a Post-doctoral Research Fellow at INRIA Saclay, focusing on data mining and machine learning. Additional experience includes roles at Centre de Robotique Ecole des MINES de Paris and IFSTTAR/Unite de Recherche GRETTIA.
Education and Expertise
Han Yufei earned a Bachelor’s degree in Automation from Huazhong University of Science and Technology, completing the program from 2000 to 2004. Yufei possesses strong skills in real-time face and hand detection in videos, utilizing advanced techniques such as Boosting and Support Vector Machine. Current expertise includes intrusion risk estimation and malware analysis, reflecting a strong foundation in cybersecurity.
Research Contributions and Community Involvement
Han Yufei has made significant contributions to the field of machine learning, particularly in cybersecurity. Yufei serves as a Program Committee and Senior Program Committee member for several prestigious conferences, including IJCAI, AAAI, ICML, NIPS, KDD, and SDM. Additionally, Yufei reviews for high-impact journals such as IEEE Transactions on Dependable and Secure Computing and Cyber Security (ELSEVIER), demonstrating commitment to advancing research standards.