Concepedia

Hanxiao Tan

HT

4

Publications

82

Citations

4

H-Index

2021

Active since

Affiliations

TU Dortmund University(Current)

Hanxiao Tan is an author at TU Dortmund University specializing in model interpretability, explainable ai, and computer science.

Top concepts

EngineeringData ScienceExplainable AiComputer ScienceInterpretabilityMachine LearningArtificial IntelligenceManagementAutomated ReasoningKnowledge Discovery

Publications per year

2021–2023

4

Publications

4

Explainable Machine Learning with Prior Knowledge: An Overview

Katharina Beckh, Sebastian Müller, Matthias Jakobs et al. · arXiv (Cornell University) · 2021 · 30 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Surrogate Model-Based Explainability Methods for Point Cloud NNs

Hanxiao Tan, Helena Kotthaus · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 23 citations

Artificial Intelligence, Geometric Learning, Engineering +19

Explainability-Aware One Point Attack for Point Cloud Neural Networks

Hanxiao Tan, Helena Kotthaus · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 15 citations

Harnessing Prior Knowledge for Explainable Machine Learning: An Overview

Katharina Beckh, Sebastian Müller, Matthias Jakobs et al. · 2023 · 14 citations

Artificial Intelligence, Natural Language Processing, Interactive Machine Learning +15

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