Hanwei Zhang
Postdoctoral Research Fellow at Universität des Saarlandes
Saarbrücken, Saarland, Germany
Summary
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Senior🎓
Top SchoolHanwei Zhang is a postdoctoral researcher with a decade of experience focused on trustworthy and adversarial aspects of machine learning, currently working on Explainable Intelligent Systems and adversarial attacks against 3D object detection in autonomous driving. He earned a PhD in "Deep Learning in Adversarial Context" and has held postdoc positions at LIS Marseille and Saarland University, contributing novel saliency-map methods for visual interpretability across medical and natural image datasets. Hanwei blends deep theoretical background in ML security with practical supervision experience, having led projects and mentored students and interns on interpretability for transformers and self-supervised models. His cross-cultural PROSFER training and work spanning China, France, and Germany give him a unique international perspective on collaborative research and applied AI safety.
10 years of coding experience
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at East China Normal UniversityDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at École normale supérieure de Rennes
Github Skills (53)
clustering8
similarity8
xai8
grad-cam8
nearest-neighbors7
segmentation7
classification7
computer-vision7
object-detection6
deep-learning6
image-segmentation6
visualizations6
machine-learning6
benchmarking6
pytorch6
Programming languages (5)
Github contributions (5)
hanwei0912/walking-on-the-edge-fast-low-distortion-adversarial-examples
Nov 2019 - Nov 2020
Contributions:14 commits, 5 pushes in 1 year
hanwei0912/Adversarial-Reading
Feb 2018 - Jan 2023
Paper sharing in adversary related works
Contributions:416 commits, 10 PRs, 553 pushes in 5 years
sharingadversary
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