W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks. - Haochuan Jiang; Guanyu Yang 002; Kaizhu Huang; Rui Zhang 012 (ICONIP (5), 2018)

Self-focus Deep Embedding Model for Coarse-Grained Zero-Shot Classification. - Guanyu Yang 002; Kaizhu Huang; Rui Zhang 012; John Yannis Goulermas; Amir Hussain 001 (BICS, 2019)

Inductive Generalized Zero-Shot Learning with Adversarial Relation Network. - Guanyu Yang 002; Kaizhu Huang; Rui Zhang 012; John Yannis Goulermas; Amir Hussain 001 (ECML/PKDD (2), 2020)

Coarse-grained generalized zero-shot learning with efficient self-focus mechanism. - Guanyu Yang 002; Kaizhu Huang; Rui Zhang 012; John Yannis Goulermas; Amir Hussain 001 (Neurocomputing, 2021)

Learning generalized metrics in zero-shot classification. - Guanyu Yang 002 (2022)

Generalized W-Net: Arbitrary-Style Chinese Character Synthesization. - Haochuan Jiang; Guanyu Yang 002; Fei Cheng; Kaizhu Huang (BICS, 2023)

Diff-OP3D: Bridging 2D Diffusion for Open Pose 3D Zero-Shot Classification. - Weiguang Zhao; Guanyu Yang 002; Chaolong Yang; Chenru Jiang; Yuyao Yan; Rui Zhang 012; Kaizhu Huang (CoRR, 2023)

Rebalanced Zero-Shot Learning. - Zihan Ye; Guanyu Yang 002; Xiaobo Jin; Youfa Liu; Kaizhu Huang (IEEE Trans. Image Process., 2023)

Instance-Specific Model Perturbation Improves Generalized Zero-Shot Learning. - Guanyu Yang 002; Kaizhu Huang; Rui Zhang 012; Xi Yang 008 (Neural Comput., 2024)

Covariance-Based Space Regularization for Few-Shot Class Incremental Learning. - Yijie Hu; Guanyu Yang 002; Zhaorui Tan; Xiaowei Huang 001; Kaizhu Huang; Qiufeng Wang 001 (WACV, 2025)

Open-Pose 3D zero-shot learning: Benchmark and challenges. - Weiguang Zhao; Guanyu Yang 002; Rui Zhang 012; Chenru Jiang; Chaolong Yang; Yuyao Yan; Amir Hussain 001; Kaizhu Huang (Neural Networks, 2025)

Towards Training-Free Open-World Classification with 3D Generative Models. - Xinzhe Xia; Weiguang Zhao; Yuyao Yan; Guanyu Yang 002; Rui Zhang 012; Kaizhu Huang; Xi Yang 008 (CoRR, 2025)