I am vise professor and currently working with the Institute of statistics and applied mathematics, Anhui University of Finance and Economics, Bengbu, China. I received the Ph.D. degree (advised by Zongben Xu) from the School of mathematics, Xi’an Jiaotong University, Xi’an, Shannxi.
My current interests include high-dimensional analysis (高维数据分析), machine learning and deep learning (机器学习与深度学习), single-cell transcriptomics (单细胞转录组学).
📢 My team admits 4 master’s students each year. In addition, we offer research training opportunities for undergraduate students who are interested in gaining hands-on research experience. Self-motivated students are welcome to join my team. Please feel free to contact me.
📧 E-mail: czhongli@163.com; 120120038@aufe.edu.cn
🔔 News
- 2025.10: One papers is accepted by 2025 International Conference on Bioinformatics and Biomedicine (BIBM).
- 2025.04: One papers is printed by Briefings in Bioinformatics.
- 2025.04: One paper is printed by 2025 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).
- 2025.10: One paper is printed by 工程数学学报.
🌐 Course and Blog
- Deep Leaning with PyTorch
- Modeling and Practice of Machine Learning
- Algorithm Design and Intelligence Computing
- Sparse and Low-Rank Representation of High-Dimensional Data
🧰 Projects
📄 Representative Publications
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Chun-Zhong Li, Xiao-Hua Yu, Xiao-Hua Wu, Bing Wang*, Tian-Yu Xia. “stDSGCL: Dual Spatially-Aware Graph Contrastive Learning for Identifying Spatial Domains in Spatial Transcriptomics”, will appear in BIBM 2025. (B1)
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Yang Gui, Zhaorui Tan, Yan Xu, Chunzhong Li$^*$, "Heterogeneous graph contrastive learning for integration and alignment of spatial transcriptomics data”, Briefings in Bioinformatics, Volume 26, Issue 5, September 2025, bbaf497. [Website] [Code] (A1)
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Chun-Zhong Li, Shuo-Bing Zhou, Yang-Yang Kou, “Tensor low rank and noise intensity aware hyperspectral image denoising”, IEEE IGARSS 2025.(B1)
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李春忠*, 周硕兵, 口洋洋, 靖凯立. 双自适应权重非负矩阵分解鲁棒半监督学习. 工程数学学报, 2025. (CSCD)
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Peng-Cheng Xie, Chun-Zhong Li*. Dynamic Modeling and Optimization of Energy Storage in Peer-to-Peer Energy Trading Systems. Eksploatacja i Niezawodnosc – Maintenance and Reliability, 2025: 27(2). (SCI)
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Chun-Zhong Li, Liu C L, Ju W L. Dilemma and sustainable development strategy of sharing teaching resources for big data majors in universities based on game theory. Discover Artificial intelligence, 2024年11月. (EI)
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Chun-Zhong Li, Ju W L, Chu S W. Design and application of a quality evaluation index system for sustaninable cultivation of big data professionals in universities based on bloom cognitive somain classification method. Discover Sustainability, 2024年7月 (EI)
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Chun-Zhong Li, Wen-Liang Ju, Shi-Wei Chu, “Design and application of a quality evaluation index system for sustaninable cultivation of big data professionals in universities based on bloom cognitive somain classification method”. Discover Sustainability, 2024年7月. (EI)
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Wei-Qi Hua, Cheng-Lan Liu, Chun-Zhong Li*. Environmental Regulation, Government-Business Relations, and Corporate Green Innovation: Evidence from Low-Carbon City Pilot Policy. Sustainability, 2024. (SCI)
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徐健, 朱海龙, 朱江乐, 李春忠. 基于物理信息神经网络的Burgers-Fisher方程求解方法. 浙江大学学报(工学版), 2023, 57(11): 2160-2169. (B1)
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Yong-Qi Hu, Chun-Zhong Li*, Yan Xu, “Modulation Recognition of optical and electromagnetic waves based on transfer learning”. International Journal for Light and Electron Optics, vol. 29, 171359, 2023. [Website] (EI)
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Yu-Nong Zhang, Chun-Zhong Li, “Manifold clustering optimized by adaptive aggregation strategy”. Knowledge and Information Systems, 65:379–408, 2023. (B2)
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Chun-Zhong Li, Zong-Ben Xu, Chen Qiao, “Hierarchical clustering driven by cognitive features”. Science China: Information Science, (doi: 10.1007/s11432-013-4858-x), 2014. (A1)
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Chun-Zhong Li, Zong-Ben Xu, Tao Luo, “A heuristic hierarchical clustering based on multiple similarity measurements”. Pattern Recognition Letters, 34(2), 155-162, 2013. (SCI)
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Chun-Zhong Li, Zong-Ben Xu, Chen Qiao, “Agglomerative Hierarchical clustering with information feedback”. Science China: Information Science, 42(6):730-742, 2012. (A1)
📖 Educations
- 2007.09-2012.09: Xi’an Jiaotong University (XJTU); Ph. D. student in Applied Mathematics
Supervisor: Prof. Zong-Ben Xu (徐宗本教授/中国科学院院士) - 2004.09-2007.07: University of Electronic Science and Technology of China (UESTC); Master student in Applied Mathematics
Supervisor: Prof. Ting-Zhu Huang (黄廷祝教授/全国教学名师) - 2000.09-2004.07: LiaoCheng University (LCU); Bachelor student in Information and Computing Science
💾 Fundings
- 安徽省教育厅高校自然科学基金重点项目, 主持, 2020.01-2024.12
- 国家自然科学基金青年项目, 主持, 2013.01-2016.12
🏆 Awards and Honors
- Top Ten Scientific Research Pioneers (十大科研标兵), AUFE, 2014
- National Scholarship for Ph. D. student (博士研究生国家奖学金), XJTU, 2008
- First-Class Academic Scholarship (诺基亚-电信一等奖学金), UESTC, 2006