Generally Boosting Few-Shot Learning with HandCrafted Features. - Yi Zhang 113; Sheng Huang 001; Fengtao Zhou (ACM Multimedia, 2021)

Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning. - Yi Zhang 113; Sheng Huang 001; Xi Peng 005; Dan Yang 001 (CoRR, 2021)

Dual Space Multiple Instance Representative Learning for Medical Image Classification. - Xiaoxian Zhang; Sheng Huang 001; Yi Zhang 113; Xiaohong Zhang 002; Mingchen Gao; Chen Liu 026 (BMVC, 2022)

Adversarial Bidirectional Feature Generation for Generalized Zero-Shot Learning Under Unreliable Semantics. - Guowei Yin; Yijie Wang; Yi Zhang 113; Sheng Huang 001 (PRCV (2), 2022)

Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification. - Wenhao Tang; Sheng Huang 001; Xiaoxian Zhang; Fengtao Zhou; Yi Zhang 113; Bo Liu 005 (ICCV, 2023)

ASDFL: An adaptive super-pixel discriminative feature-selective learning for vehicle matching. - Rong Qin 001; Huanhuan Lv; Yi Zhang 113; Luwen Huangfu; Sheng Huang 001 (Expert Syst. J. Knowl. Eng., 2023)

Anchor-based discriminative dual distribution calibration for transductive zero-shot learning. - Yi Zhang 113; Sheng Huang 001; Wanli Yang; Wenhao Tang; Xiaohong Zhang 002; Dan Yang 001 (Image Vis. Comput., 2023)

Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology. - Wenhao Tang; Fengtao Zhou; Sheng Huang 001; Xiang Zhu; Yi Zhang 113; Bo Liu 005 (CVPR, 2024)

Semi-Identical Twins Variational AutoEncoder for Few-Shot Learning. - Yi Zhang 113; Sheng Huang 001; Xi Peng 005; Dan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Learning complementary visual information for few-shot food recognition by Regional Erasure and Reactivation. - Yi Zhang 113; Heng Li; Luwen Huangfu; Lili Balazs; Sheng Huang 001 (Expert Syst. Appl., 2025)

Rethinking the sample relations for few-shot classification. - Guowei Yin; Sheng Huang 001; Luwen Huangfu; Yi Zhang 113; Xiaohong Zhang 002 (Image Vis. Comput., 2025)

Learning Feature Exploration and Selection With Handcrafted Features for Few-Shot Learning. - Yi Zhang 113; Sheng Huang 001; Luwen Huangfu; Daniel Dajun Zeng (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Learning the Difference of Few-Shot Food Data Using Multivariate Knowledge-Guided Variational Autoencoder. - Yi Zhang 113; Sheng Huang 001; Mingjian Hong; Dan Yang 001 (IEEE J. Biomed. Health Informatics, 2025)