Publications

Conference Papers

Distributionally weighted K-nearest neighbors.
Shixiang Zhu, Liyan Xie, Minghe Zhang, Rui Gao, and Yao Xie.
NeurIPS 2022.

Learning Prototype-oriented Set Representations for Meta-Learning.
Dandan Guo, Long Tian, Minghe Zhang, Mingyuan Zhou and Hongyuan Zha.
ICLR 2022.

Sequential adversarial anomaly detection for dependent events.
Shixiang Zhu, Henry Yuchi, Minghe Zhang, and Yao Xie.
Runner up, Best Paper Competition for 2020 INFORMS Workshop on Data Mining and Decision Analytics.
A short version is accepted for presentation by ICASSP 2021.

Deep attention point processes with neural spectrum Fourier kernel.
Shixiang Zhu, Minghe Zhang, Ruyi Ding, and Yao Xie.
AISTATS 2021 (oral presentation, acceptance rate: 48/1527 = 3.1%).

Goodness-of-fit test for self-exciting processes.
Song wei, Shixiang Zhu, Minghe Zhang, Yao Xie.
AISTATS 2021.

Online Community Detection by Spectral CUSUM.
Minghe Zhang, Liyan Xie, Yao Xie.
In Proceedings of 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020).

Retiming of Two-Phase Latch-Based Resilient Circuits.
Hsiao-Lun Wang, Minghe Zhang, Peter A Beerel.
In Proceedings of the 54th Annual Design Automation Conference 2017.

Journal Paper

Spectral CUSUM for Online Network Structure Change Detection.
Minghe Zhang, Liyan Xie, Yao Xie.
Accepted with Minor revision, IEEE Transactions on Information Theory, 2023.

Spatio-temporal point processes with attention for traffic congestion event modeling.
Shixiang Zhu, Ruyi Ding, Minghe Zhang, Pascal Van Hentenryck, and Yao Xie.
Accepted with Minor revision, IEEE Transactions on Intelligent Transportation Systems.

Automatic Retiming of Two-Phase Latch-Based Resilient Circuits .
Huimei Cheng, Hsiao-Lun Wang, Minghe Zhang, Peter A Beerel.
In IEEE Transactions on Computer-Aided Design of Integreted Circuits and Systems, VOL. 38, NO. 7, JULY 2019.

Preprints

Solar Radiation Anomaly Events Modeling Using Spatial-Temporal Mutually Interactive Processes .
Minghe Zhang, Chen Xu, Andy Sun, Feng Qiu, Yao Xie.
Earlier versions presented at (1) NSF AMPS 2020 (2) The 2021 INFORMS Conference on Service Science (ICSS 2021)