Chuan-Shen Hu

According to our database, Chuan-Shen Hu authored at least 21 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

MMPersistence: A mathematical morphology-oriented software library for computing persistent homology on cubical complexes.

Chuan-Shen Hu

CoRR, February, 2026

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models.

Chuan-Shen Hu

CoRR, January, 2026

Mapping Chemical Space: Topological Data Analysis of Chemical Latent Space with Mapper.

Dhruv Meduri, Chuan-Shen Hu, Cong Shen, Kelin Xia, Bei Wang

Proceedings of the 42nd International Symposium on Computational Geometry, 2026

2025

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis.

Xinyu You, Xiang Liu, Chuan-Shen Hu, Kelin Xia, Tze Chien Sum

CoRR, May, 2025

Commutative algebra-enhanced topological data analysis.

Chuan-Shen Hu, Yu Wang, Kelin Xia, Ke Ye, Yipeng Zhang

CoRR, April, 2025

Quotient Complex (QC)-Based Machine Learning for 2D Hybrid Perovskite Design.

Chuan-Shen Hu, Rishikanta Mayengbam, Kelin Xia, Tze Chien Sum

J. Chem. Inf. Model., 2025

Path Complex Neural Networks for Sequential Process Activities Classification.

Liang Huang, Kelin Xia, Chuan-Shen Hu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

Quotient complex (QC)-based machine learning for 2D perovskite design.

Chuan-Shen Hu, Rishikanta Mayengbam, Kelin Xia, Tze Chien Sum

CoRR, 2024

2021

A Multi-parameter Persistence Framework for Mathematical Morphology.

Yu-Min Chung, Sarah Day, Chuan-Shen Hu

CoRR, 2021

Two-parameter Persistence for Images via Distance Transform.

Chuan-Shen Hu, Austin Lawson, Yu-Min Chung, Kaitlin Keegan

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

A Sheaf and Topology Approach to Detecting Local Merging Relations in Digital Images.

Chuan-Shen Hu, Yu-Min Chung

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

On the Conditions of Absorption Property for Morphological Opening and Closing.

Chuan-Shen Hu, Yu-Min Chung

CoRR, 2020

A Sheaf and Topology Approach to Generating Local Branch Numbers in Digital Images.

Chuan-Shen Hu, Yu-Min Chung

CoRR, 2020

2019

Virtual Portraitist: An Intelligent Tool for Taking Well-Posed Selfies.

Chuan-Shen Hu, Yi-Tsung Hsieh, Hsiao-Wei Lin, Mei-Chen Yeh

ACM Trans. Multim. Comput. Commun. Appl., 2019

A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification.

Yu-Min Chung, Chuan-Shen Hu, Yu-Lun Lo, Hau-Tieng Wu

CoRR, 2019

TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification.

Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford D. Smyth

CoRR, 2019

A Topological Data Analysis Approach to Video Summarization.

Chuan-Shen Hu, Mei-Chen Yeh

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Topological approaches to skin disease image analysis.

Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford D. Smyth

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2015

Efficient human detection in crowded environment.

Min-Chun Hu, Wen-Huang Cheng, Chuan-Shen Hu, Ja-Ling Wu, Jhe-Wei Li

Multim. Syst., 2015

2013

Efficient human detection in crowded environment based on motion and appearance information.

Chuan-Shen Hu, Min-Chun Hu, Wen-Huang Cheng, Ja-Ling Wu

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

2009

Real-time Gender Classification from Human Gait for Arbitrary View Angles.

Ping-Chieh Chang, Min-Chun Tien, Ja-Ling Wu, Chuan-Shen Hu

Proceedings of the 11th IEEE International Symposium on Multimedia, 2009