I am a first year PhD student of MHUG at the University of Trento, supervised by Prof. Nicu Sebe, and am fortunate to work with Prof. Zhun Zhong and Dr. Nan Pu. My current research interests are Generalized Category Discovery and On-the-fly Category Discovery. Previously, I earned a Master’s degree from Harbin Institute of Technology, Shenzhen, supervised by Prof. Hongpeng Wang.

🔥 News

• 2024.09: One paper is accepted by NeurIPS 2024.
• 2024.07: One paper is accepted by ECCV 2024.
• 2024.04: One paper is accepted by ICMR 2024.
• 2023.04: One paper is accepted by ICMR 2023.

📝 Publications

Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery

Haiyang Zheng*, Nan Pu*, Wenjing Li, Nicu Sebe, and Zhun Zhong.

Neural Information Processing Systems (Neurips 2024).

Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery

Haiyang Zheng*, Nan Pu*, Wenjing Li, Nicu Sebe, and Zhun Zhong

European Conference on Computer Vision (ECCV 2024).

Deep Image Clustering Based on Curriculum Learning and Density Information

Haiyang Zheng, Ruilin Zhang, Hongpeng Wang

ACM International Conference on Multimedia Retrieval (ICMR 2024).

TDEC: Deep Embedded Image Clustering with Transformer and Distribution Information

Ruilin Zhang, Haiyang Zheng, Hongpeng Wang

ACM International Conference on Multimedia Retrieval (ICMR 2023).