The Cinderella Complex: Word embeddings reveal gender stereotypes in movies and books H Xu, Z Zhang, L Wu, CJ Wang PloS one 14 (11), e0225385, 2019 | 63 | 2019 |
A general deep learning framework for network reconstruction and dynamics learning Z Zhang, Y Zhao, J Liu, S Wang, R Tao, R Xin, J Zhang Applied Network Science 4, 1-17, 2019 | 58 | 2019 |
An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data L Wang, R Nie, Z Yu, R Xin, C Zheng, Z Zhang, J Zhang, J Cai Nature Machine Intelligence 2 (11), 693-703, 2020 | 46 | 2020 |
Universal framework for reconstructing complex networks and node dynamics from discrete or continuous dynamics data Y Zhang, Y Guo, Z Zhang, M Chen, S Wang, J Zhang Physical Review E 106 (3), 034315, 2022 | 13 | 2022 |
Inferring network structure with unobservable nodes from time series data M Chen, Y Zhang, Z Zhang, L Du, S Wang, J Zhang Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (1), 2022 | 13 | 2022 |
Automated discovery of interactions and dynamics for large networked dynamical systems Y Zhang, Y Guo, Z Zhang, M Chen, S Wang, J Zhang arXiv preprint arXiv:2101.00179, 2021 | 9 | 2021 |
Inference for network structure and dynamics from time series data via graph neural network M Chen, J Zhang, Z Zhang, L Du, Q Hu, S Wang, J Zhu arXiv preprint arXiv:2001.06576, 2020 | 7 | 2020 |
The structure inference of flocking systems based on the trajectories J Liang, M Qi, K Gu, Y Liang, Z Zhang, X Duan Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (10), 2022 | 3 | 2022 |
MultiCapsNet: a general framework for data integration and interpretable classification L Wang, X Miao, R Nie, Z Zhang, J Zhang, J Cai Frontiers in genetics 12, 767602, 2022 | 3 | 2022 |
A deep generative framework with embedded vector arithmetic and classifier for sample generation, label transfer, and clustering of single-cell data L Wang, R Nie, Z Zhang, W Gu, S Wang, A Wang, J Zhang, J Cai Cell Reports Methods 3 (8), 2023 | 1 | 2023 |
Neural gene network constructor: A neural based model for reconstructing gene regulatory network Z Zhang, L Wang, S Wang, R Tao, J Xiao, M Mou, J Cai, J Zhang bioRxiv, 842369, 2019 | 1 | 2019 |
Graph Completion Through Local Pattern Generalization Z Zhang, R Tao, Y Tao, M Qi, J Zhang International Conference on Complex Networks and Their Applications, 260-271, 2023 | | 2023 |
Neural Network Pruning by Gradient Descent Z Zhang, R Tao, J Zhang arXiv preprint arXiv:2311.12526, 2023 | | 2023 |
Network Information Dynamics Renormalization Group Z Zhang, A Ghavasieh, J Zhang, M De Domenico | | 2023 |
Research on Intrusion Detection Based on Semantic Re-encoding and Multi-space Projection J Wang, Z Wu, Z Zhang Cyberspace Safety and Security: 11th International Symposium, CSS 2019 …, 2019 | | 2019 |