教育背景

博士，数学，同济大学，2004-2007

工作经历 

讲师、副教授、教授，上海理工大学，2007.06-至今   

访问学者，荷兰 Tilburg 大学，2016.01-2017.01

访问学者，韩国基础科学研究院 

作为负责人主持国家自然科学基金3项、上海市自然科学基金1项、上海市教委项目2项。

目前主持的项目

1. 图论算法驱动下AI助力抗癌药物联合治疗, 人工智能促进科研范式改革赋能学科跃升计划, 起止年月2024.1-2025.12.

2. 符号图和符号超图的谱理论及其应用研究, 国家自然科学基金委(面上项目)，起止年月2023.1-2026.12.

近五年主要论文

1. X. F. Qin, H. Y. Ye, C. X. He，X. D. Zhang, Deblur-aware Gaussian splatting simultaneous localization and mapping, Knowledge-Based Systems 316 (2025) 113366.  

2. C. X. He (通讯作者) , Die Li, Y. Li, P. S. Yang, Q. Q. Zhang, W. Zhong, H. Y. Shan, H. Dai, L. N. Chen, Identifying Function Modules from Protein-Protein Interaction Networks, International Journal of Biomathematics,18(3) (2025) 2350104.

3. X. F. Qin, Y. C. Zhu, L. Wang, X. D. Zhang, C. X. He, Q. L. Dong Rectified self-supervised monocular depth estimation loss for nighttime and dynamic scenes, Engineering Applications of Articial Intelligence 144 (2025) 110026.  

4. X. F. Qin, Y. C. Zhu, L. Wang, X. D. Zhang, C. X. He, Q. L. Dong, Self-supervised monocular depth learning from unknown cameras: Leveraging the power of raw data, Image and Vision Computing 157 (2025) 105505.

5. J. H. Zhang, C. X. He (通讯作者), R. Q. Feng, On the least eigenvalue of genuine strongly 3-walk-regular graphs, Applied Mathematics and Computation, 490 (2025) 129202.

6. Z. Z. Lou, C. X. He (通讯作者), A Max-Min problem on spectral radius and connectedness of Graphs, Electron. J. Combin., 32(2) (2025), #P2.33. 

7.Z. B. Du, Z. M. Zhou, H. Y. Shan, C. X. He (通讯作者), Corrigendum to “On the sum of the first two largest signless Laplacian eigenvalues of a graph” [Discrete Math. 347 (2024) 114035], Discrete Mathematics 348 (2025) 114241.

8.X. F. Qin, F. Li, C. X. He, R. Q. Pei, X. D. Zhang, Improving visual grounding with multi-modal interaction and auto-regressive vertex generation, Neurocomputing 598 (2024) 128227.

9.Z. M. Zhou, C. X. He (通讯作者), H. Y. Shan, On the sum of the first two largest signless Laplacian eigenvalues of a graph, Discrete Mathematics 347 (2024) 114035.

10.X. J. Zhang, G. Yang, C. X. He, R. Klasing, Y. P. Mao, The number of spanning trees for Sierpinski graphs and data center networks, Information and Computation 300 (2024) 105194.

11.G. Yang, J. N. Zhou, C. X. He, Y. P. Mao, Distance-edge-monitoring sets of networks, Acta Informatica (2024) 61:183–198.

12.Q. Q. Zhang, C. X. He(通讯作者)，X. F. Qin, P. S. Yang, J. Y. Kong, Y. P. Mao, D. Li, BiTGNN: Prediction of drug-target interactions based on bidirectional transformer and graph neural network on heterogeneous graph, International Journal of Biomathematics, (2024) 2450025.

13.G. Yang, C. X. He (通讯作者), Distance-Edge-Monitoring Sets in Hierarchical and Corona Graphs, Journal of Interconnection Networks, 23 (2023) 2: 2250003.

14.L.L. Liu, C. X. He (通讯作者), The maximum principal ratio of graphs, Linear and Multilinear Algebra, 71(2023) 10: 1691–1706.

15.H. Y. Shan, F. F. Wang, C. X. He, Some α¬-spectral extremal results for some digraphs, Linear and Multilinear Algebra, 70 (2022) 22: 7493–7513.

16.C. X. He, J. Y. Zeng, G. Zhang, S. T. Liu, Generalized opinion dynamics model for social trust networks, Journal of Combinatorial Optimization (2022) 44:3641–3662. 

17.W. Zhong，C. X. He（通讯作者）, C. Xiao, Y.R. Liu, X. F. Qin, Z.S. Yu, Long distance dependency combined multi-hop graph neural networks for protein-protein interactions prediction，BMC Bioinformatics (2022) 23:521. 

18.C. X. He, Y. R. Liu, H. Li, H. Zhang, Y. P. Mao, X. F. Qin, L. L. Liu, X. D. Zhang, Multi type feature fusion based on graph neural network for drug drug interaction prediction, BMC Bioinformatics (2022) 23:224. 

19.C. X. He, J. Y. Zeng, Y. Li, S. T. Liu, L. L. Liu, X. Chen, Two-stream signed directed graph convolutional network for link prediction. Phys. A 605 (2022), 13 pp.  

20.X. F. Qin, H. Li, Y. R. Liu, J. B. Yu, C. X. He, X. D. Zhang, Multi-stage part-aware graph convolutional network for skeleton-based action recognition, IET Image Process. (2022)16: 2063–2074.

21.X. F. Qin, H. Y. Guo, C. X. He, X. D. Zhang, Lightweight human pose estimation: CVC-net, Multimedia Tools and Applications (2022) 81:17615–17637.

22.X. F. Qin, R. Cai, J. B. Yu, C. X. He, X. D. Zhang, An effcient self attention network for skeleton based action recognition, Scientifc Reports (2022) 12:4111.

23.L. L. Liu, H. Y. Shan, C. X. He (通讯作者), A proof of a conjecture on the distance spectral radius and maximum transmission of graphs，Graphs Combin. 38(2022) 49.

24.L. L. Liu, S. M. Hu, C. X. He (通讯作者), Maximum principal ratio of the signless Laplacian of graphs,  Linear Algebra Appl. 653 (2022), 339–356. 

25.M. Q. Wei, C. X. He, Y. P. Mao, X. Q. Zhou, Gallai-Ramsey numbers for rainbow P5 and monochromatic fans or wheels. Discrete Math. 345 (2022), 11:  113092.  

26.C. X. He, S. T. Liu, X. F. Qin, X. D. Zhang, Structure aware multi-scale hierachical graph convolutional network for skeleton action recognition, 30th International Conference on Artificial Neural Networks (ICANN) 2021. 

27.C. X. He, C. Xiao, S. T. Liu, X. F. Qin, Y. Zhao, X. D. Zhang, Single-Skeleton and Dual-Skeleton Hypergraph Convolution Neural Networks for Skeleton-Based Action Recognition. ICONIP 2021, LNCS 13109, pp. 15–27. (Oral).   

28.X. F. Qin, M. M. Xu, C. Y. Zheng, C. X. He, X. D. Zhang, Multi-scale Feedback Feature Refinement U-Net for Medical Image Segmentation IEEE International Conference on Multimedia and Expo (ICME) 2021 (Oral).

29.C. X. He, W. Y. Wang, Y. Y. Li, L. L. Liu, Some Nordhaus-Gaddum type results of Aa-eigenvalues of weighted graphs, Appl. Math. Comput., 393 (2021) 125761. 

30.C. X. He, Y. Y. Li, H. Y. Shan, W. Y. Wang, On the index of unbalanced signed bicyclic graphs, Computational and Applied Mathematics, (2021) 40:124. 

31.C. X. He, S. J. Qian, H. Y. Shan, B. F. Wu, The signature of chordal graphs and cographs, Graphs Combin., 37 (2021) 643–650. 

32.P. K. Zhang, B.F. Wu, C. X. He, Balancedness and spectra of signed graphs obtained by H-join operation, Computational and Applied Mathematics, (2021) 40:90.

33. H. Y. Shan, C. X. He（通讯作者）, Z. S. Yu, The energy change of the complete multipartite graph, Electron. J. Linear Algebra, 36 (2020) 309–317. 

34.C. X. He, W.L. Liu, B. F. Wu, Minimum fundamental cycle basis of some bipartite graphs, AKCE International Journal of Graphs and Combinatorics, 17(2020) 587–591. 

35.L. L. Liu, C. X. He, L. Y. Kang, Saturation number of Berge stars in random hypergraphs, Electron. J. Combin. 27(4) (2020) P4. 45. 

本科： 《组合数学》《概率论与数理统计》 

研究生：《图论及其应用》《代数图论》《矩阵论》《图神经网络》

中国工业与应用数学学会图论组合及应用专业委员会常务委员

中国高等教育学会教育数学专业委员会常务理事