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Graduate Student MIMA Lab School of Software Shandong University 1500 Shunhua Rd, Jinan, Shandong, China
Last modified date: 02/12/2024 |
[Biography] [Latest News] [Publications] [Academic Services & Leadership] [Major Awards]
Biography [back top]
Welcome! I am currently in my final year as a Graduate student majoring in Artificial Intelligence 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. I deeply appreciate the dedicated guidance and support.
My current research topics are Machine Learning and Multimedia Retrieval. I mainly focus on retrieval, especially online hashing and image/cross-modal retrieval. Besides, I am also open and willing to explore other tasks, e.g., vision-language model, LLMs, test-time adapatation, incremental learning, prompt learning, and federated learning.
If you are interested in my topics, please do not hesitate to reach out.
My current research topics are Machine Learning and Multimedia Retrieval. I mainly focus on retrieval, especially online hashing and image/cross-modal retrieval. Besides, I am also open and willing to explore other tasks, e.g., vision-language model, LLMs, test-time adapatation, incremental learning, prompt learning, 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
- 09/2018 -- 06/2022: B.S. in Network Engineering, University of Jinan, Jinan, China
Learning to Hash (Online Hashing, Hashing-based Image/Cross-modal Retrieval)
Incremental Learning (Class incremental Learning/Hashing, Prompt Learning, Federated Learning)
Vision-Language Model (Prompt Tuning, Large Vision-Language Model)
Incremental Learning (Class incremental Learning/Hashing, Prompt Learning, Federated Learning)
Vision-Language Model (Prompt Tuning, Large Vision-Language Model)
Latest News [back top]
- [07/2024] One paper is accepted by ACM MM 2024.
- [07/2023] One paper is accepted by ACM MM 2023.
Publications [back top]
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] |
002 |
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 [pdf] [code] |
Journal/Trans
| 001 |
Chong-Yu Zhang, Yu-Wei Zhan, Qian Zhang, Kun Wang, Zhen-Duo Chen, Xin Luo✉, Xin-Shun Xu
Self-Paced Weighting Online Hashing for Image Retrieval submitted to IEEE TKDE, 2024 |
| 002 |
Chong-Yu Zhang, Xin Luo✉, Yu-Wei Zhan, Zhen-Duo Chen, Xin-Shun Xu
Gleaning Wisdom from the Past: Towards Label Incremental Learning for Online Hashing with a Plug-and-Play Framework submitted to IEEE TMM, 2024 |
| 003 |
Junjie Peng, Chong-Yu Zhang, Na Wang, Yu-Wei Zhan, Zhen-Duo Chen, Yongxin Wang, Xin Luo✉, Xin-Shun Xu
OH-CMH: Towards Cross-Modal Hashing for Streaming Data with Hierarchical Labels and Label Incremental Scenario submitted to Knowledge-Based Systems, 2025 |
| 004 |
Na Wang, Chong-Yu Zhang, Yu-Wei Zhan, Zhen-Duo Chen, Xin Luo✉, Xin-Shun Xu
Dynamic Clustering-Driven Weakly-Supervised Online Hashing with Enhanced Similarity submitted to Pattern Recognition, 2025 |
| 005 |
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 |
| 006 |
Fang-Yi Liang, Yu-Wei Zhan, Jiale Liu, Chong-Yu Zhang, Zhen-Duo Chen, Xin Luo✉, Xin-Shun Xu
Class-Aware Prompting for Federated Few-Shot Class-Incremental Learning submitted to IEEE TCSVT, 2024 |
| 007 |
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 Neural Networks, 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。授权号: ZL 202310368630.3 |
| 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。授权号: ZL 202310867996.5 |
| 003 | 罗昕, 张崇宇, 陈振铎, 许信顺
基于自步学习加权的在线图像哈希检索方法及系统。授权号: ZL 202410718175.X |
Academic Services & Leadership [back top]
- Conference Reviewer: MM(2024), ICME(2023), ECML-PKDD(2023), IJCNN(2025), PAKDD(2023), etc.
- Journal Reviewer: Applied Intelligence
Major Awards [back top]
- Weichai Power Scholarship (2024)(潍柴动力奖学金, 51 graduated students in SDU, 2024)
- Graduate First-Class Scholarship, Shandong University (2023, 2024)
- Outstanding Graduate Student (All-Round Excellent Student) (2023, 2024)
- Graduate Freshman Scholarship, Shandong University (2022)
- Oustanding Undergraduate Thesis Award, University of Jinan (2022)
- Undergraduate First-Class Scholarship, University of Jinan (2019-2021)