Scholar
Hanwei Zhang
Google Scholar ID: 7QjjN2wAAAAJ
Saarland University;
Trustworthy Machine Learning
Interpretability
Adversarial Machine Learning
Deep Learning
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Citations & Impact
All-time
Citations
497
H-index
8
i10-index
7
Publications
20
Co-authors
23
list available
Contact
Email
zhang@depend.uni-saarland.de
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Publications
10 items
Interpretable but Fragile? Robustness of Concept Bottlenecks under Geometric-Semantic Perturbations
2026
Cited
0
ScholarStack: Layered Research Asset Orchestration and Cross-Task Reuse for Scientific Agents
2026
Cited
0
Bridging the Disciplinary Gap in Explainable AI: From Abstract Desiderata to Concrete Tasks
2026
Cited
0
RU4D-SLAM: Reweighting Uncertainty in Gaussian Splatting SLAM for 4D Scene Reconstruction
2026
Cited
0
SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability
2026
Cited
1
A Workflow for Full Traceability of AI Decisions
2025
Cited
0
Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols
2025
Cited
0
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
2025
Cited
1
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Co-authors
13 total
Yannis Avrithis
Institute of Advanced Research in Artificial Intelligence (IARAI), Austria
Lijun Zhang
Institute of Software, Chinese Academy of Sciences
Teddy Furon
INRIA Rennes - IRISA
Holger Hermanns
Professor of Computer Science, Saarland University, Saarland Informatics Campus
Zhengyu Zhao
Xi'an Jiaotong University, China
Prof. Aimin Zhou
East China Normal University
Wei Huang
Purple Mountain Laboratories
Xi WANG
École Polytechnique, IP Paris
