Ziheng Duan

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 17

Top Topics

Multivariate Time Series

Similarity Computation

Computed Tomography Angiography

Graph Embedding

Top Venues

PLoS Comput. Biol.

Publications

Ziheng Duan, Yi Dai, Ahyeon Hwang, Cheyu Lee, Kaichi Xie, Chutong Xiao, Min Xu, Matthew J. Girgenti, Jing Zhang
iHerd: an integrative hierarchical graph representation learning framework to quantify network changes and prioritize risk genes in disease. PLoS Comput. Biol. 19 (9) (2023)
Ziheng Duan, Haoyan Xu, Yueyang Wang, Yida Huang, Anni Ren, Zhongbin Xu, Yizhou Sun, Wei Wang
Multivariate time-series classification with hierarchical variational graph pooling. Neural Networks 154 (2022)
Ziheng Duan, Yueyang Wang, Weihao Ye, Qilin Fan, Xiuhua Li
Connecting latent relationships over heterogeneous attributed network for recommendation. Appl. Intell. 52 (14) (2022)
Yueyang Wang, Ziheng Duan, Yida Huang, Haoyan Xu, Jie Feng, Anni Ren
MTHetGNN: A heterogeneous graph embedding framework for multivariate time series forecasting. Pattern Recognit. Lett. 153 (2022)
Cheyu Lee, Yuhang Chen, Ziheng Duan, Min Xu, Matthew J. Girgenti, Ke Xu, Mark Gerstein, Jing Zhang
Venus: An efficient virus infection detection and fusion site discovery method using single-cell and bulk RNA-seq data. PLoS Comput. Biol. 18 (10) (2022)
Zheng Dong, Ke Xu, Ziheng Duan, Hujun Bao, Weiwei Xu, Rynson W. H. Lau
Geometry-aware Two-scale PIFu Representation for Human Reconstruction. NeurIPS (2022)
Haoyan Xu, Ziheng Duan, Yueyang Wang, Jie Feng, Runjian Chen, Qianru Zhang, Zhongbin Xu
Graph partitioning and graph neural network based hierarchical graph matching for graph similarity computation. Neurocomputing 439 (2021)
Ziheng Duan, Yueyang Wang, Weihao Ye, Zixuan Feng, Qilin Fan, Xiuhua Li
Connecting Latent ReLationships over Heterogeneous Attributed Network for Recommendation. CoRR (2021)
Zheng Dong, Ke Xu, Ziheng Duan, Hujun Bao, Weiwei Xu, Rynson W. H. Lau
Total Scale: Face-to-Body Detail Reconstruction from Sparse RGBD Sensors. CoRR (2021)
Haoyan Xu, Yida Huang, Ziheng Duan, Jie Feng, Pengyu Song
Multivariate Time Series Forecasting Based on Causal Inference with Transfer Entropy and Graph Neural Network. CoRR (2020)
Ziheng Duan, Daniel Montes, Yangsibo Huang, Dufan Wu, Javier M. Romero, Ramon Gilberto Gonzalez, Quanzheng Li
Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography. CoRR (2020)
Haoyan Xu, Ziheng Duan, Jie Feng, Runjian Chen, Yida Huang, Yueyang Wang
Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation. CoRR (2020)
Haoyan Xu, Ziheng Duan, Yida Huang, Jie Feng, Anni Ren, Qianru Zhang, Pengyu Song, Xiaoqian Wang
Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting. CoRR (2020)
Haoyan Xu, Runjian Chen, Yunsheng Bai, Jie Feng, Ziheng Duan, Ke Luo, Yizhou Sun, Wei Wang
Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning. CoRR (2020)
Yida Huang, Haoyan Xu, Ziheng Duan, Anni Ren, Jie Feng, Qianru Zhang, Xiaoqian Wang
Modeling Complex Spatial Patterns with Temporal Features via Heterogenous Graph Embedding Networks. CoRR (2020)
Haoyan Xu, Ziheng Duan, Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang, Yizhou Sun, Wei Wang
Multivariate Time Series Classification with Hierarchical Variational Graph Pooling. CoRR (2020)
Yueyang Wang, Ziheng Duan, Binbing Liao, Fei Wu, Yueting Zhuang
Heterogeneous Attributed Network Embedding with Graph Convolutional Networks. AAAI (2019)