Huei‐Fang Yang

National Sun Yat-sen University — Taiwan

Computer Science · Physical Sciences

12h-index1.4kcitations51works1.42yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(17), Advanced Electron Microscopy Techniques and Applications(11), Domain Adaptation and Few-Shot Learning(11), Cell Image Analysis Techniques(11), Video Surveillance and Tracking Methods(9)

Publications49 total

Enhancing self-care implementation and reducing marker detachment rates in cancer radiotherapy patients through diverse nursing care strategies
Tzu Chi Medical Journal·2026Open Access
SQUARE: Semantic Query‑Augmented Fusion and Efficient Batch Reranking for Training-free Zero-shot Composed Image Retrieval
SSRN Electronic Journal·2026Open Access
Continual Learning for Weakly-Supervised Histopathology Tissue Segmentation
2025· 1 cited
PDSeg: Patch-Wise Distillation and Controllable Image Generation for Weakly-Supervised Histopathology Tissue Segmentation
2025· 2 cited
Training-Free Zero-Shot Composed Image Retrieval via Weighted Modality Fusion and Similarity
Communications in computer and information science·2025· 4 cited
Syntax Element Encryption for H.265/HEVC Using Chaotic Map-Based Coefficient Scrambling Scheme
IEEE Transactions on Circuits and Systems for Video Technology·2025
Training-free Zero-shot Composed Image Retrieval via Weighted Modality Fusion and Similarity
arXiv (Cornell University)·2024Open Access
235 Analysis of factors causing cancer patients to discontinue radiotherapy in a Taiwan medical center
Radiotherapy and Oncology·2024
CSMed® wound dressing for prophylaxis and management of radiation dermatitis in breast and head–neck cancer patients: a single hospital prospective clinical trial
Journal of Cancer Research and Clinical Oncology·2024· 6 citedOpen Access
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision
2023· 15 cited
Continual Cell Instance Segmentation of Microscopy Images
2023
Contrastive Self-Supervised Learning as a Strong Baseline for Unsupervised Hashing
2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)·2022· 2 cited
Reconstruction, Electron Microscopy
Encyclopedia of Computational Neuroscience·2022
Learning Binary Hash Codes Based on Adaptable Label Representations
IEEE Transactions on Neural Networks and Learning Systems·2021· 11 cited
SemanticHash: Hash Coding Via Semantics-Guided Label Prototype Learning
IEEE Transactions on Artificial Intelligence·2021· 9 cited
Latent Feature Representation via Unsupervised Learning for Pattern Discovery in Massive Electron Microscopy Image Volumes
arXiv (Cornell University)·2020· 3 citedOpen Access
Cross-Batch Reference Learning for Deep Retrieval
IEEE Transactions on Neural Networks and Learning Systems·2019· 4 cited
Adaptive Labeling For Hash Code Learning Via Neural Networks
2019· 2 cited
Adaptive Labeling for Deep Learning to Hash
2019· 9 cited
Supervised Representation Hash Codes Learning
Communications in computer and information science·2019
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Frequent Co-authors

Chu‐Song Chen(19), Yoonsuck Choe(9), Cheng-Hao Tu(6), Kevin Lin(5), Xavier Descombes(4), Yu-Hsing Hsieh(3), Florence Besse(3), Jen-Hao Hsiao(2), Bo-Yao Lin(2), Kuang-Yu Chang(2), Ting-Yun Wei(2), Cheng-Chieh Chiang(2), Yueh‐Chun Lee(2), Ting-Yen Chen(2), Na‐Yung Yu(2), Takashi Yamauchi(2), Yen‐Lin Chen(2), Charles Kervrann(2), Caroline Médioni(2), W. Li(2)