[Google Scholar, Semantic Scholar, DBLP]

研究方向：

• 多媒体数据检索

• 细粒度数据分析

招生信息：

招收软件工程或人工智能专业学位硕士（2025年已无剩余招生名额）。

发表论文：

[1]   Zhen-Duo Chen, Li-Jun Zhao, Zi-Chao Zhang, Xin Luo, Xin-Shun Xu. Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval. The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). 2024. (CCF A)

[2]     Zhen-Duo Chen, Xin Luo, Yongxin Wang, Shanqing Guo, Xin-Shun Xu. Fine-Grained Hashing with Double Filtering. IEEE Transactions on Image Processing. 2022. (SCI一区, CCF A)

[3]     Zhen-Duo Chen, Chuan-Xiang Li, Xin Luo, Liqiang Nie, Wei Zhang, Xin-Shun Xu. SCRATCH: A Scalable Discrete Matrix Factorization Hashing Framework for Cross-Modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology. 2020. (SCI一区, CCF B)

[4]     Zhen-Duo Chen, Yongxin Wang, Hui-Qiong Li, Xin Luo, Liqiang Nie, Xin-Shun Xu. A Two-Step Cross-Modal Hashing by Exploiting Label Correlations and Preserving Similarity in Both Steps. ACM International Conference on Multimedia (MM). 2019. (CCF A)

[5]     Zhen-Duo Chen, Wan-Jin Yu, Chuan-Xiang Li, Liqiang Nie, Xin-Shun Xu. Dual Deep Neural Networks Cross-Modal Hashing. AAAI Conference on Artificial Intelligence (AAAI). 2018. (CCF A)

[6]     Zhen-Xiang Ma, Zhen-Duo Chen*, Li-Jun Zhao, Zi-Chao Zhang, Xin Luo, Xin-Shun Xu. Cross-Layer and Cross-Sample Feature Optimization Network for Few-Shot Fine-Grained Image Classification. AAAI Conference on Artificial Intelligence (AAAI). 2024. (CCF A)

[7]     Zi-Chao Zhang, Zhen-Duo Chen*, Yongxin Wang, Xin Luo, Xin-Shun Xu. A vision transformer for fine-grained classification by reducing noise and enhancing discriminative information. Pattern Recognition. 2024. (SCI一区, CCF B)

[8]     Zi-Chao Zhang, Zhen-Duo Chen*, Zhen-Yu Xie, Xin Luo, Xin-Shun Xu. S3Mix: Same Category Same Semantics Mixing for Augmenting Fine-grained Images. ACM Transactions on Multimedia Computing Communications and Applications. 2024. (SCI, CCF B)

[9]     Zi-Chao Zhang, Zhen-Yu Xie, Zhen-Duo Chen*, Yu-Wei Zhan, Xin Luo, Xin-Shun Xu. Expansion window local alignment weighted network for fine-grained sketch-based image retrieval. Pattern Recognition 2023. (SCI一区, CCF B)

[10]   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 (MM). 2023. (CCF A)

[11]   Tian-Zi Niu, Shan-Shan Dong, Zhen-Duo Chen, Xin Luo, Zi Huang, Shanqing Guo, Xin-Shun Xu. A multi-layer memory sharing network for video captioning. Pattern Recognition. 2023. (SCI一区, CCF B)

[12]   Yongxin Wang, Zhen-Duo Chen, Xin Luo, Rui Li, Xin-Shun Xu. Fast Cross-Modal Hashing with Global and Local Similarity Embedding. IEEE Transactions on Cybernetics. 2022. (SCI一区, CCF B)

[13]   Yongxin Wang, Zhen-Duo Chen, Xin Luo, Xin-Shun Xu. A High-Dimensional Sparse Hashing Framework for Cross-Modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology. 2022. (SCI, CCF B)

[14]   Xiao-Ming Wu, Xin Luo, Yu-Wei Zhan, Chen-Lu Ding, Zhen-Duo Chen, Xin-Shun Xu. Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal Data. AAAI Conference on Artificial Intelligence (AAAI). 2022. (CCF A)

[15]   Yongxin Wang, Zhen-Duo Chen, Xin Luo, Xin-Shun Xu. High-Dimensional Sparse Cross-Modal Hashing with Fine-Grained Similarity Embedding. The Web Conference (WWW). 2021. (CCF A)

[16]   Hong-Lei Yao, Yu-Wei Zhan, Zhen-Duo Chen, Xin Luo, Xin-Shun Xu. TEACH: Attention-Aware Deep Cross-Modal Hashing. ACM International Conference on Multimedia Retrieval (ICMR). 2021. (CCF B)

[17]   Yu-Wei Zhan, Xin Luo, Yu Sun, Yongxin Wang, Zhen-Duo Chen, Xin-Shun Xu. Weakly-Supervised Online Hashing. IEEE International Conference on Multimedia & Expo (ICME). 2021. (CCF B)

[18]   Wan-Jin Yu, Zhen-Duo Chen, Xin Luo, Wu Liu, Xin-Shun Xu. DELTA: A deep dual-stream network for multi-label image classification. Pattern Recognition. 2019. (SCI一区, CCF B)

[19]   Xin Luo, Peng-Fei Zhang, Ye Wu, Zhen-Duo Chen, Hua-Junjie Huang, Xin-Shun Xu. Asymmetric Discrete Cross-Modal Hashing. ACM International Conference on Multimedia Retrieval (ICMR). 2018. (CCF B)

[20]   Chuan-Xiang Li, Zhen-Duo Chen, Peng-Fei Zhang, Xin Luo, Liqiang Nie, Wei Zhang, Xin-Shun Xu. SCRATCH: A Scalable Discrete Matrix Factorization Hashing for Cross-Modal Retrieval. ACM International Conference on Multimedia (MM), 2018. (CCF A)

[21]   Xin Luo, Liqiang Nie, Xiangnan He, Ye Wu, Zhen-Duo Chen, Xin-Shun Xu. Fast Scalable Supervised Hashing. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2018. (CCF A)

承担项目

• 国家自然科学基金青年科学基金项目：基于元类别属性分解的细粒度图像检索相关问题研究，主持

• 国家自然科学基金面上项目：面向大规模细粒度数据的快速检索相关问题研究，参与

学术服务

• 担任IEEE TIP、IEEE TCSVT、Pattern Recognition等学术期刊审稿人

• 担任CVPR、ACM MM、AAAI、IJCAI、ICMR等学术会议程序委员会成员