Robust system portfolio selection with multi-function requirements and system instability. - Boyuan Xia; Yajie Dou; Qingsong Zhao; Bingfeng Ge; Yang Zhang 039 (SysCon, 2017)

A graph deep learning method for short-term traffic forecasting on large road networks. - Yang Zhang 039; Tao Cheng 004; Yibin Ren (Comput. Aided Civ. Infrastructure Eng., 2019)

Deep spatio-temporal residual neural networks for road-network-based data modeling. - Yibin Ren; Tao Cheng 004; Yang Zhang 039 (Int. J. Geogr. Inf. Sci., 2019)

Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision Using Graph Convolutional Networks. - Junyan Wu; Hao Jiang 010; Xiaowei Ding; Anudeep Konda; Jin Han; Yang Zhang 039; Qian Li (MICCAI (2), 2020)

A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes. - Yibin Ren; Huanfa Chen; Yong Han; Tao Cheng 004; Yang Zhang 039; Ge Chen 002 (Int. J. Geogr. Inf. Sci., 2020)

A novel residual graph convolution deep learning model for short-term network-based traffic forecasting. - Yang Zhang 039; Tao Cheng 004; Yibin Ren; Kun Xie 002 (Int. J. Geogr. Inf. Sci., 2020)

A Deep Cross-Modality Hashing Network for SAR and Optical Remote Sensing Images Retrieval. - Wei Xiong; Zhenyu Xiong; Yang Zhang 039; Yaqi Cui; Xiangqi Gu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

A Deep Learning Approach to Infer Employment Status of Passengers by Using Smart Card Data. - Yang Zhang 039; Tao Cheng 004 (IEEE Trans. Intell. Transp. Syst., 2020)

You are how you travel: A multi-task learning framework for Geodemographic inference using transit smart card data. - Yang Zhang 039; Nilufer Sari Aslam; Juntao Lai; Tao Cheng 004 (Comput. Environ. Urban Syst., 2020)

Graph deep learning model for network-based predictive hotspot mapping of sparse spatio-temporal events. - Yang Zhang 039; Tao Cheng 004 (Comput. Environ. Urban Syst., 2020)

Graph deep learning models for network-based spatio-temporal data forecasting: from dense to sparse. - Yang Zhang 039 (2020)

Semantic enrichment of secondary activities using smart card data and point of interests: a case study in London. - Nilufer Sari Aslam; Di Zhu 004; Tao Cheng 004; Mohamed R. Ibrahim; Yang Zhang 039 (Ann. GIS, 2021)

ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs. - Nilufer Sari Aslam; Mohamed R. Ibrahim; Tao Cheng 004; Huanfa Chen; Yang Zhang 039 (Geo spatial Inf. Sci., 2021)