Chong-Yu Zhang   ***

       Graduate Student
       Shandong University MIMA Lab


       Email: zhangchongyu22[at]gmail[dot]com
                    [Github]   [Scholar]

       Academic life is not all, but it can be a part.

       Last modified date: 02/28/2024

[Biography] [Latest News] [Publications] [Academic Services & Leadership] [Major Awards]

Biography   [back top]

I am currently a Graduate student at MIMA Lab, Shandong University, advised by Associate Professor Xin Luo, co-advised by Professor Xin-Shun Xu. Before that, I received my Bachelor’s degree in School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China, in 2022, supervised by Associate Professor Peng Wu, Jie Su, and Professor Xiuyang Zhao. My current research topics are Information Retrieval and Machine Learning. I mainly focus on hashing retrieval, especially online hashing and multi-modal retrieval. Besides, I am also open and willing to explore other vision tasks, e.g., incremental learning, prompt learning, vision-language pretraining, and federated learning. If you are interested in my topics, please do not hesitate to reach out.
  • 09/2022 -- Now: M.S. Candidates in Artificial Intelligence, MIMA Lab, Shandong University, Jinan, China
  • Hashing retrieval (Online Hashing)
  • 09/2018 -- 06/2022: B.S. in Network Engineering, University of Jinan, Jinan, China

Latest News   [back top]

Publications   [back top]

Journal/Trans

001 Chong-Yu Zhang, Xin Luo, Yu-Wei Zhan, Yongxin Wang, Zhen-Duo Chen, Peng-Fei Zhang, Xin-Shun Xu
Gleaning Wisdom from the Past: Towards Label Incremental Learning for Online Hashing with a Plug-and-Play Framework
submitted to IEEE Transactions on Image Processing, 2024
002 Chong-Yu Zhang, Yu-Wei Zhan, Qian Zhang, Kun Wang, Zhen-Duo Chen, Xin Luo, Xin-Shun Xu
online hashing XXX
submitted to TKDE, 2024
002 Junjie Peng*, Chong-Yu Zhang*, Xin Luo, Yu-Wei Zhan, Peng-Fei Zhang, Zhen-Duo Chen, Xin-Shun Xu
Hierarchical Label Incremental Online Hashing for Cross-modal Retrieval
submitted to Pattern Recognition (PR), 2024
003 Na Wang, Chong-Yu Zhang, Xin Luo, Yu-Wei Zhan, Zhen-Duo Chen, Peng-Fei Zhang, Xin-Shun Xu
Dynamic Clustering-Driven Weakly-Supervised Online Hashing with Enhanced Similarity
submitted to Pattern Recognition (PR), 2024
004 Qian Zhang, Chong-Yu Zhang, Zhen-Duo Chen, Xin Luo, Xin-Shun Xu
CLIP-based Hypergraph Convolution Hashing for Unsupervised Cross Modal Retrieval
submitted to XXX, 2024
005 Tai Zheng, Zhen-Duo Chen, Zi-Chao Zhang, Zhen-Xiang Ma, Li-Jun Zhao, Chong-Yu Zhang, Xin Luo, Xin-Shun Xu
DGPrompt: Dual-Guidance Prompts Generation for Vision-Language Models
submitted to XXX (XXX), 2024

Conference

001 Chong-Yu Zhang, Xin Luo, Yu-Wei Zhan, Peng-Fei Zhang, Zhen-Duo Chen, Yongxin Wang, Xun Yang, Xin-Shun Xu
Self-Distillation Dual-Memory Online Hashing with Hash Centers for Streaming Data Retrieval
ACM International Conference on Multimedia (ACM MM), 2023
[pdf] [code]
003 Ting Fu, Yu-Wei Zhan, Chong-Yu Zhang, Xin Luo, Zhen-Duo Chen, Yongxin Wang, Xun Yang, Xin-Shun Xu
FedCAFE: Federated Cross-Modal Hashing with Adaptive Feature Enhancement
ACM International Conference on Multimedia (ACM MM), 2024

Preprint

001 Jia-Le Liu, Yu-Wei Zhan, Chong-Yu Zhang, Xin Luo, Zhen-Duo Chen, Yinwei Wei, Xin-Shun Xu
Federated Class-Incremental Learning with Prompting
arxiv, 2023
[arxiv]

Patents   [back top]

001 罗昕, 张崇宇, 陈振铎, 许信顺
一种缓解灾难性遗忘的在线哈希检索方法及系统
002 罗昕, 张崇宇, 许信顺
基于流形排序学习的在线无监督跨模态检索方法及系统

Academic Services & Leadership   [back top]

Major Awards   [back top]