2022

doi dblp
Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2
Senzhang Wang | Junbo Zhang | Yanjie Fu | Yong Li
2022 Volume 13 Issue 2

doi dblp
Generative-Free Urban Flow Imputation
Senzhang Wang | Jiyue Li | Hao Miao | Junbo Zhang | Junxing Zhu | Jianxin Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
TrajFormer: Efficient Trajectory Classification with Transformers
Yuxuan Liang | Kun Ouyang | Yiwei Wang | Xu Liu | Hongyang Chen | Junbo Zhang | Yu Zheng | Roger Zimmermann
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1
Senzhang Wang | Junbo Zhang | Yanjie Fu | Yong Li
2021 Volume 12 Issue 6

doi dblp
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph10033
Zheyi Pan | Songyu Ke | Xiaodu Yang | Yuxuan Liang | Yong Yu | Junbo Zhang | Yu Zheng
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Fine-Grained Urban Flow Prediction
Yuxuan Liang | Kun Ouyang | Junkai Sun | Yiwei Wang | Junbo Zhang | Yu Zheng | David S. Rosenblum | Roger Zimmermann
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users
Xiaodu Yang | Xiuwen Yi | Shun Chen | Sijie Ruan | Junbo Zhang | Yu Zheng | Tianrui Li
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction
Zheyi Pan | Zhaoyuan Wang | Weifeng Wang | Yong Yu | Junbo Zhang | Yu Zheng
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach
Xiuwen Yi | Zhewen Duan | Ting Li | Tianrui Li | Junbo Zhang | Yu Zheng
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

doi dblp
DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction
Chao Huang | Junbo Zhang | Yu Zheng | Nitesh V. Chawla
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018