Follow
Shixiang Zhu
Shixiang Zhu
Assistant Professor at Carnegie Mellon University
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Learning temporal point processes via reinforcement learning
S Li, S Xiao, S Zhu, N Du, Y Xie, L Song
Advances in neural information processing systems 31, 2018
1102018
Imitation learning of neural spatio-temporal point processes
S Zhu, S Li, Z Peng, Y Xie
IEEE Transactions on Knowledge and Data Engineering, 2021
29*2021
Spatiotemporal-textual point processes for crime linkage detection
S Zhu, Y Xie
The Annals of Applied Statistics 16 (2), 1151-1170, 2022
28*2022
High-resolution spatio-temporal model for county-level COVID-19 activity in the US
S Zhu, A Bukharin, L Xie, M Santillana, S Yang, Y Xie
ACM Transactions on Management Information Systems (TMIS) 12 (4), 1-20, 2021
242021
Deep Fourier Kernel for Self-Attentive Point Processes
S Zhu, M Zhang, R Ding, Y Xie
International Conference on Artificial Intelligence and Statistics, 856-864, 2021
17*2021
Adversarial anomaly detection for marked spatio-temporal streaming data
S Zhu, HS Yuchi, Y Xie
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
172020
Investigating local oxidation processes in Fe thin films in a water vapor environment by in situ liquid cell TEM
JW Key, S Zhu, CM Rouleau, RR Unocic, Y Xie, J Kacher
Ultramicroscopy 209, 112842, 2020
162020
Spatio-temporal point processes with attention for traffic congestion event modeling
S Zhu, R Ding, M Zhang, P Van Hentenryck, Y Xie
IEEE Transactions on Intelligent Transportation Systems 23 (7), 7298-7309, 2021
142021
DENA: An intelligent content discovery system used in named data networking
H Zhang, R Xie, S Zhu, T Huang, Y Liu
IEEE Access 4, 9093-9107, 2016
132016
Crime event embedding with unsupervised feature selection
S Zhu, Y Xie
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
122019
Non-stationary spatio-temporal point process modeling for high-resolution COVID-19 data
Z Dong, S Zhu, Y Xie, J Mateu, FJ Rodríguez-Cortés
Journal of the Royal Statistical Society Series C: Applied Statistics 72 (2 …, 2023
112023
Neural Spectral Marked Point Processes
S Zhu, H Wang, X Cheng, Y Xie
arXiv preprint arXiv:2106.10773, 2021
92021
Intelligent resources management system design in information centric networking
H Zhang, S Zhu, R Xie, T Huang, Y Liu
China communications 14 (8), 105-123, 2017
92017
Crime incidents embedding using restricted boltzmann machines
S Zhu, Y Xie
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
82018
Sequential adversarial anomaly detection for one-class event data
S Zhu, HS Yuchi, M Zhang, Y Xie
INFORMS Journal on Data Science, 2023
72023
Distributionally robust weighted k-nearest neighbors
S Zhu, L Xie, M Zhang, R Gao, Y Xie
Advances in Neural Information Processing Systems 35, 29088-29100, 2022
6*2022
Balanced districting on grid graphs with provable compactness and contiguity
C Hettle, S Zhu, S Gupta, Y Xie
arXiv preprint arXiv:2102.05028, 2021
62021
Sequential adaptive detection for in-situ transmission electron microscopy (tem)
Y Cao, S Zhu, Y Xie, J Key, J Kacher, RR Unocic, CM Rouleau
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
62018
A novel RNN-GBRBM based feature decoder for anomaly detection technology in industrial control network
H Zhang, S Zhu, X Ma, J Zhao, Z Shou
IEICE TRANSACTIONS on Information and Systems 100 (8), 1780-1789, 2017
62017
Data-Driven Optimization for Atlanta Police-Zone Design
S Zhu, H Wang, Y Xie
INFORMS Journal on Applied Analytics 52 (5), 412-432, 2022
52022
The system can't perform the operation now. Try again later.
Articles 1–20