Multivariate Time Series Forecasting with Transfer Entropy Graph Z Duan, H Xu, Y Huang, J Feng, Y Wang Tsinghua Science and Technology 28 (1), 141 - 149, 2022 | 65* | 2022 |
Multivariate time series classification with hierarchical variational graph pooling Z Duan, H Xu, Y Wang, Y Huang, A Ren, Z Xu, Y Sun, W Wang Neural Networks 154, 481-490, 2022 | 47 | 2022 |
Heterogeneous attributed network embedding with graph convolutional networks Y Wang, Z Duan, B Liao, F Wu, Y Zhuang Proceedings of the AAAI conference on artificial intelligence 33 (01), 10061 …, 2019 | 38 | 2019 |
MTHetGNN: A Heterogeneous Graph Embedding Framework for Multivariate Time Series Forecasting Y Wang*, Z Duan*, Y Huang, H Xu, J Feng, A Ren Pattern Recognition Letter 153, 151-158, 2021 | 31* | 2021 |
Graph partitioning and graph neural network based hierarchical graph matching for graph similarity computation H Xu*, Z Duan*, Y Wang, J Feng, R Chen, Q Zhang, Z Xu Neurocomputing 439, 348-362, 2021 | 28 | 2021 |
Image-based prediction of granular flow behaviors in a wedge-shaped hopper by combing DEM and deep learning methods Z Liao, Y Yang, C Sun, R Wu, Z Duan, Y Wang, X Li, J Xu Powder Technology 383, 159-166, 2021 | 20 | 2021 |
Single-cell multi-cohort dissection of the schizophrenia transcriptome WB Ruzicka, S Mohammadi, JF Fullard, J Davila-Velderrain, S Subburaju, ... Science 384 (6698), eadg5136, 2024 | 17 | 2024 |
CoSimGNN: Towards Large-scale Graph Similarity Computation H Xu, R Chen, Y Bai, Z Duan, J Feng, Y Sun, W Wang arXiv e-prints, arXiv: 2005.07115, 2020 | 17* | 2020 |
Connecting latent relationships over heterogeneous attributed network for recommendation Z Duan, Y Wang, W Ye, Q Fan, X Li Applied Intelligence, 2022 | 13 | 2022 |
Cross-ancestry atlas of gene, isoform, and splicing regulation in the developing human brain C Wen, M Margolis, R Dai, P Zhang, PF Przytycki, DD Vo, A Bhattacharya, ... Science 384 (6698), eadh0829, 2024 | 10* | 2024 |
Single-cell genomics and regulatory networks for 388 human brains PS Emani, JJ Liu, D Clarke, M Jensen, J Warrell, C Gupta, R Meng, ... Science 384 (6698), eadi5199, 2024 | 9 | 2024 |
Massively parallel characterization of regulatory elements in the developing human cortex C Deng, S Whalen, M Steyert, R Ziffra, PF Przytycki, F Inoue, DA Pereira, ... Science 384 (6698), eadh0559, 2024 | 7 | 2024 |
A data-driven single-cell and spatial transcriptomic map of the human prefrontal cortex LA Huuki-Myers, A Spangler, NJ Eagles, KD Montgomery, SH Kwon, ... Science 384 (6698), eadh1938, 2024 | 7 | 2024 |
Venus: An efficient virus infection detection and fusion site discovery method using single-cell and bulk RNA-seq data CY Lee, Y Chen, Z Duan, M Xu, M Girgenti, K Xu, M Gerstein, J Zhang PLOS Computational Biology, 2022 | 6 | 2022 |
Parallel extraction of long-term trends and short-term fluctuation framework for multivariate time series forecasting Y Zhou, Z Duan, H Xu, J Feng, A Ren, Y Wang, X Wang arXiv preprint arXiv:2008.07730, 2020 | 6 | 2020 |
Untethered quadrupedal hopping and bounding on a trampoline B Wang, C Zhou, Z Duan, Q Zhu, J Wu, R Xiong Frontiers of Mechanical Engineering 15, 181-192, 2020 | 6 | 2020 |
Classifying herbal medicine origins by temporal and spectral data mining of electronic nose L Liu, X Zhan, Z Duan, Y Wu, R Wu, X Guan, Z Wang, Y Wang, G Li arXiv preprint arXiv:2104.06640, 2021 | 5 | 2021 |
Characterizing dysregulations via cell-cell communications in Alzheimer’s brains using single-cell transcriptomes CY Lee, D Riffle, Y Xiong, N Momtaz, Y Lei, JM Pariser, D Sikdar, ... BMC neuroscience 25 (1), 24, 2024 | 4 | 2024 |
Evaluating performance and applications of sample-wise cell deconvolution methods on human brain transcriptomic data R Dai, T Chu, M Zhang, X Wang, A Jourdon, F Wu, J Mariani, ... Science Advances 10 (21), eadh2588, 2024 | 3 | 2024 |
Deep Learning Based Detection and Localization of Intracranial Aneurysms in Computed Tomography Angiography D Wu, D Montes, Z Duan, Y Huang, JM Romero, RG Gonzalez, Q Li arXiv preprint arXiv:2005.11098, 2020 | 3 | 2020 |