De-Chuan Zhan

De-Chuan Zhan publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where De-Chuan Zhan sits on this spectrum.

De-Chuan Zhan D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where De-Chuan Zhan sits on this spectrum.

Best Publications

• Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions

  Han-Jia Ye;Hexiang Hu;De-Chuan Zhan;Fei Sha

  771
  Citations

• FOSTER: Feature Boosting and Compression for Class-Incremental Learning

  Unknown

  258
  Citations

• Forward Compatible Few-Shot Class-Incremental Learning

  Unknown

  223
  Citations

• Learning Placeholders for Open-Set Recognition

  Unknown

  217
  Citations

• Semi-supervised learning with very few labeled training examples

  Zhi-Hua Zhou;De-Chuan Zhan;Qiang Yang

  211
  Citations

• Class-Incremental Learning: A Survey

  Unknown

  148
  Citations

• Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

  Unknown

  118
  Citations

• FedRS: Federated Learning with Restricted Softmax for Label Distribution Non-IID Data

  Unknown

  87
  Citations

• Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need

  Unknown

  84
  Citations

• FedPHP: Federated Personalization with Inherited Private Models.

  Unknown

  82
  Citations

• Multi-modal image annotation with multi-instance multi-label LDA

  Cam-Tu Nguyen;De-Chuan Zhan;Zhi-Hua Zhou

  80
  Citations

• Adaptive Deep Models for Incremental Learning: Considering Capacity Scalability and Sustainability

  Yang Yang;Da-Wei Zhou;De-Chuan Zhan;Hui Xiong

  79
  Citations

• Learning Embedding Adaptation for Few-Shot Learning

  Han-Jia Ye;Hexiang Hu;De-Chuan Zhan;Fei Sha

  77
  Citations

• Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions

  Han-Jia Ye;Hexiang Hu;De-Chuan Zhan;Fei Sha

  76
  Citations

• Co-Transport for Class-Incremental Learning

  Unknown

  72
  Citations

• PyCIL: a Python toolbox for class-incremental learning

  Unknown

  71
  Citations

• Learning instance specific distances using metric propagation

  De-Chuan Zhan;Ming Li;Yu-Feng Li;Zhi-Hua Zhou

  67
  Citations

• Class-Incremental Learning: A Survey

  Unknown

  64
  Citations

• Few-Shot Learning with a Strong Teacher.

  Unknown

  62
  Citations

• Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning

  Unknown

  59
  Citations