| Multimodal intelligence: Representation learning, information fusion, and applications C Zhang, Z Yang, X He, L Deng IEEE Journal of Selected Topics in Signal Processing 14 (3), 478-493, 2020 | 321 | 2020 |
| Recurrent neural networks for real-time prediction of TBM operating parameters X Gao, M Shi, X Song, C Zhang, H Zhang Automation in Construction 98, 225-235, 2019 | 227 | 2019 |
| Dynamic load prediction of tunnel boring machine (TBM) based on heterogeneous in-situ data W Sun, M Shi, C Zhang, J Zhao, X Song Automation in Construction 92, 23-34, 2018 | 148 | 2018 |
| Generalization bounds for domain adaptation C Zhang, L Zhang, J Ye Advances in neural information processing systems 25, 2012 | 82 | 2012 |
| A data-driven framework for tunnel geological-type prediction based on TBM operating data J Zhao, M Shi, G Hu, X Song, C Zhang, D Tao, W Wu IEEE Access 7, 66703-66713, 2019 | 66 | 2019 |
| Efficient vision transformers via fine-grained manifold distillation D Jia, K Han, Y Wang, Y Tang, J Guo, C Zhang, D Tao arXiv e-prints, arXiv: 2107.01378, 2021 | 65* | 2021 |
| Designing a shape–performance integrated digital twin based on multiple models and dynamic data: a boom crane example X Lai, S Wang, Z Guo, C Zhang, W Sun, X Song Journal of Mechanical Design 143 (7), 071703, 2021 | 63 | 2021 |
| A new oversampling method based on the classification contribution degree Z Jiang, T Pan, C Zhang, J Yang Symmetry 13 (2), 194, 2021 | 62 | 2021 |
| Association of germline variants in natural killer cells with tumor immune microenvironment subtypes, tumor-infiltrating lymphocytes, immunotherapy response, clinical outcomes … X Xu, J Li, J Zou, X Feng, C Zhang, R Zheng, W Duanmu, A Saha-Mandal, ... JAMA network open 2 (9), e199292-e199292, 2019 | 40 | 2019 |
| Generative adversarial network for geological prediction based on TBM operational data C Zhang, M Liang, X Song, L Liu, H Wang, W Li, M Shi Mechanical Systems and Signal Processing 162, 108035, 2022 | 35 | 2022 |
| Convergence of BP algorithm for product unit neural networks with exponential weights C Zhang, W Wu, XH Chen, Y Xiong Neurocomputing 72 (1-3), 513-520, 2008 | 33 | 2008 |
| One-Step Incorporation of Nitrogen and Vanadium between Ti3C2Tx MXene Interlayers Enhances Lithium Ion Storage Capability R Cheng, Z Wang, C Cui, T Hu, B Fan, H Wang, Y Liang, C Zhang, ... The Journal of Physical Chemistry C 124 (11), 6012-6021, 2020 | 28 | 2020 |
| Training pi-sigma network by online gradient algorithm with penalty for small weight update Y Xiong, W Wu, X Kang, C Zhang Neural computation 19 (12), 3356-3368, 2007 | 28 | 2007 |
| Self-adaptive training: Bridging supervised and self-supervised learning L Huang, C Zhang, H Zhang IEEE transactions on pattern analysis and machine intelligence, 2022 | 23 | 2022 |
| Multi-fidelity surrogate model based on canonical correlation analysis and least squares L Lv, C Zong, C Zhang, X Song, W Sun Journal of Mechanical Design 143 (2), 021705, 2021 | 22 | 2021 |
| Binary higher order neural networks for realizing Boolean functions C Zhang, J Yang, W Wu IEEE transactions on neural networks 22 (5), 701-713, 2011 | 22 | 2011 |
| GAN-MDF: An enabling method for multifidelity data fusion L Liu, X Song, C Zhang, D Tao IEEE Internet of Things Journal 9 (15), 13405-13415, 2022 | 20 | 2022 |
| Relaxed conditions for convergence analysis of online back-propagation algorithm with L2 regularizer for Sigma-Pi-Sigma neural network Y Liu, D Yang, C Zhang Neurocomputing 272, 163-169, 2018 | 18 | 2018 |
| Improving the modified Nyström method using spectral shifting S Wang, C Zhang, H Qian, Z Zhang Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 15 | 2014 |
| Generalization bounds of ERM-based learning processes for continuous-time Markov chains C Zhang, D Tao IEEE transactions on neural networks and learning systems 23 (12), 1872-1883, 2012 | 15 | 2012 |
Xueguan Song (宋学官)School of Mechanical Engineering, Dalian University of TechnologyVerified email at dlut.edu.cn
