Ziheng Duan

发表

Multivariate Time Series Forecasting with Transfer Entropy Graph

Xiaoqian Wang, Jie Feng, Haoyan Xu, 2020, 2005.01185.

Geometry-aware Two-scale PIFu Representation for Human Reconstruction

Rynson W. H. Lau, H. Bao, Weiwei Xu, 2021, NeurIPS.

Venus: An efficient virus infection detection and fusion site discovery method using single-cell and bulk RNA-seq data

M. Gerstein, Min Xu, Ziheng Duan, 2022, PLoS Comput. Biol..

Multivariate Time Series Forecasting Based on Causal Inference with Transfer Entropy and Graph Neural Network pdf

Jie Feng, Haoyan Xu, Ziheng Duan, 2020, ArXiv.

Multivariate Time Series Forecasting with Transfer Entropy Graph

Yida Huang, Haoyan Xu, Ziheng Duan, 2020, Tsinghua Science and Technology.

Heterogeneous Attributed Network Embedding with Graph Convolutional Networks

Yueting Zhuang, Fei Wu, Yueyang Wang, 2019, AAAI.

Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation

Runjian Chen, Haoyan Xu, Ziheng Duan, 2020, Neurocomputing.

Deep Learning Based Detection and Localization of Intracranial Aneurysms in Computed Tomography Angiography

Quanzheng Li, Yangsibo Huang, Dufan Wu, 2020, 2005.11098.

Characterizing dysregulations via cell-cell communications in Alzheimer’s brains using single-cell transcriptomes

D. Riffle, Ziheng Duan, Ahyeon Hwang, 2023, bioRxiv.

Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography pdf

Quanzheng Li, Dufan Wu, Ziheng Duan, 2020, ArXiv.

MTHetGNN: A heterogeneous graph embedding framework for multivariate time series forecasting

Haoyan Xu, Ziheng Duan, Jie Feng, 2020, Pattern Recognit. Lett..

CoSimGNN: Towards Large-scale Graph Similarity Computation

Yizhou Sun, Runjian Chen, Wei Wang, 2020, 2005.07115.

Hierarchical Large-scale Graph Similarity Computation via Graph Coarsening and Matching

Wei Wang, Yizhou Sun, Yunsheng Bai, 2020 .

Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning pdf

Yizhou Sun, Runjian Chen, Wei Wang, 2020, ArXiv.

Image-based prediction of granular flow behaviors in a wedge-shaped hopper by combing DEM and deep learning methods

Ziheng Duan, Yueyang Wang, Xipeng Li, 2021, Powder Technology.

Multivariate time-series classification with hierarchical variational graph pooling

Wei Wang, Yizhou Sun, Yunsheng Bai, 2020, Neural Networks.

Connecting latent relationships over heterogeneous attributed network for recommendation pdf

Xiuhua Li, Ziheng Duan, Qilin Fan, 2021, Applied Intelligence.

Modeling Complex Spatial Patterns with Temporal Features via Heterogenous Graph Embedding Networks

Yida Huang, Haoyan Xu, Ziheng Duan, 2020, ArXiv.

Total Scale: Face-to-Body Detail Reconstruction from Sparse RGBD Sensors pdf

Hujun Bao, Rynson W. H. Lau, Rynson W.H. Lau, 2021, ArXiv.

Untethered quadrupedal hopping and bounding on a trampoline

Chunlin Zhou, Jun Wu, Rong Xiong, 2019, Frontiers of Mechanical Engineering.

Multivariate Time Series Classification with Hierarchical Variational Graph Pooling

Wei Wang, Yizhou Sun, Yunsheng Bai, 2020, Neural Networks.

Turtling: a time-aware neural topic model on NIH grant data

Martin Renqiang Min, Jing Zhang, Ruiyi Zhang, 2023, Bioinformatics advances.