Shixiang Zhu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 43

Top Topics

Point Processes

Electron Microscopy

Reinforcement Learning

Top Venues

Publications

Namjoon Suh, Yuning Yang, Din-Yin Hsieh, Qitong Luan, Shirong Xu, Shixiang Zhu, Guang Cheng
TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing. CoRR (2024)
Shuyi Chen, Shixiang Zhu
Counterfactual Fairness through Transforming Data Orthogonal to Bias. CoRR (2024)
Henry Shaowu Yuchi, Shixiang Zhu, Li Dong, Yigit M. Arisoy, Matthew C. Spencer
New User Event Prediction Through the Lens of Causal Inference. CoRR (2024)
Shenghao Wu, Wenbin Zhou, Minshuo Chen, Shixiang Zhu
Counterfactual Generative Models for Time-Varying Treatments. KDD (2024)
Song Wei, Xiangrui Kong, Sarah A. Huestis-Mitchell, Shixiang Zhu, Yao Xie, Álinson Santos Xavier, Feng Qiu
Detecting Electricity Service Equity Issues with Transfer Counterfactual Learning on Large-Scale Outage Datasets. CoRR (2023)
Shenghao Wu, Wenbin Zhou, Minshuo Chen, Shixiang Zhu
Counterfactual Generative Models for Time-Varying Treatments. CoRR (2023)
Shuyi Chen, Kaize Ding, Shixiang Zhu
Uncertainty-Aware Robust Learning on Noisy Graphs. CoRR (2023)
Wenqian Xing, Jungho Lee, Chong Liu, Shixiang Zhu
Bayesian Optimization with Hidden Constraints via Latent Decision Models. CoRR (2023)
Zheng Dong, Zekai Fan, Shixiang Zhu
Conditional Generative Modeling is All You Need for Marked Temporal Point Processes. CoRR (2023)
Shixiang Zhu, Haoyun Wang, Zheng Dong, Xiuyuan Cheng, Yao Xie
Neural Spectral Marked Point Processes. ICLR (2022)
Shixiang Zhu, He Wang, Yao Xie
Data-Driven Optimization for Atlanta Police-Zone Design. INFORMS J. Appl. Anal. 52 (5) (2022)
Shixiang Zhu, Liyan Xie, Minghe Zhang, Rui Gao, Yao Xie
Distributionally robust weighted k-nearest neighbors. NeurIPS (2022)
Josh Kacher, Yao Xie, Sven P. Voigt, Shixiang Zhu, Henry Shaowu Yuchi, Jordan Key, Surya R. Kalidindi
In Situ Transmission Electron Microscopy: Signal processing challenges and examples. IEEE Signal Process. Mag. 39 (1) (2022)
Shixiang Zhu, Alexander Bukharin, Liyan Xie, Khurram Yamin, Shihao Yang, Pinar Keskinocak, Yao Xie
Early Detection of COVID-19 Hotspots Using Spatio-Temporal Data. IEEE J. Sel. Top. Signal Process. 16 (2) (2022)
Shixiang Zhu, Shuang Li, Zhigang Peng, Yao Xie
Imitation Learning of Neural Spatio-Temporal Point Processes. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Shixiang Zhu, Ruyi Ding, Minghe Zhang, Pascal Van Hentenryck, Yao Xie
Spatio-Temporal Point Processes With Attention for Traffic Congestion Event Modeling. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Song Wei, Shixiang Zhu, Minghe Zhang, Yao Xie
Goodness-of-Fit Test for Mismatched Self-Exciting Processes. AISTATS (2021)
Shixiang Zhu, Henry Shaowu Yuchi, Minghe Zhang, Yao Xie
Sequential Adversarial Anomaly Detection with Deep Fourier Kernel. ICASSP (2021)
Cyrus Hettle, Shixiang Zhu, Swati Gupta, Yao Xie
Balanced Districting on Grid Graphs with Provable Compactness and Contiguity. CoRR (2021)
Shixiang Zhu, Haoyun Wang, Xiuyuan Cheng, Yao Xie
Neural Spectral Marked Point Processes. CoRR (2021)
Shixiang Zhu, Minghe Zhang, Ruyi Ding, Yao Xie
Deep Fourier Kernel for Self-Attentive Point Processes. AISTATS (2021)
Shixiang Zhu, He Wang, Yao Xie
Data-Driven Optimization for Police Zone Design. CoRR (2021)
Shixiang Zhu, Alexander Bukharin, Liyan Xie, Mauricio Santillana, Shihao Yang, Yao Xie
High-Resolution Spatio-Temporal Model for County-Level COVID-19 Activity in the U.S. ACM Trans. Manag. Inf. Syst. 12 (4) (2021)
Shixiang Zhu, Sven P. Voigt, Henry Shaowu Yuchi, Jordan Key, Yao Xie, Josh Kacher, Surya R. Kalidindi
Harvesting data revolution for transmission electron microscopy (TEM) using signal processing. CoRR (2021)
Shixiang Zhu, Alexander Bukharin, Liyan Xie, Shihao Yang, Pinar Keskinocak, Yao Xie
Early Detection of COVID-19 Hotspots Using Spatio-Temporal Data. CoRR (2021)
Shixiang Zhu, Minghe Zhang, Ruyi Ding, Yao Xie
Deep Attention Spatio-Temporal Point Processes. CoRR (2020)
Shixiang Zhu, Ruyi Ding, Minghe Zhang, Pascal Van Hentenryck, Yao Xie
Spatio-Temporal Point Processes with Attention for Traffic Congestion Event Modeling. CoRR (2020)
Song Wei, Shixiang Zhu, Minghe Zhang, Yao Xie
Goodness-of-Fit Test for Self-Exciting Processes. CoRR (2020)
Shixiang Zhu, Liyan Xie, Minghe Zhang, Rui Gao, Yao Xie
Distributionally Robust $k$-Nearest Neighbors for Few-Shot Learning. CoRR (2020)
Shixiang Zhu, Henry Shaowu Yuchi, Yao Xie
Adversarial Anomaly Detection for Marked Spatio-Temporal Streaming Data. ICASSP (2020)
Shixiang Zhu, Shuang Li, Yao Xie
Reinforcement Learning of Spatio-Temporal Point Processes. CoRR (2019)
Shixiang Zhu, Yao Xie
Crime Linkage Detection by Spatio-Temporal-Textual Point Processes. CoRR (2019)
Shixiang Zhu, Yao Xie
Crime Event Embedding with Unsupervised Feature Selection. ICASSP (2019)
Shixiang Zhu, Henry Shaowu Yuchi, Yao Xie
Adversarial Anomaly Detection for Marked Spatio-Temporal Streaming Data. CoRR (2019)
Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song
Learning Temporal Point Processes via Reinforcement Learning. NeurIPS (2018)
Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song
Learning Temporal Point Processes via Reinforcement Learning. CoRR (2018)
Shixiang Zhu, Yao Xie
Crime Event Embedding with Unsupervised Feature Selection. CoRR (2018)
Yang Cao, Shixiang Zhu, Yao Xie, Jordan Key, Josh Kacher, Raymond R. Unocic, Christopher M. Rouleau
Sequential Adaptive Detection for In-Situ Transmission Electron Microscopy (TEM). ICASSP (2018)
Shixiang Zhu, Yao Xie
Crime Incidents Embedding Using Restricted Boltzmann Machines. ICASSP (2018)
Shixiang Zhu, Yao Xie
Crime incidents embedding using restricted Boltzmann machines. CoRR (2017)
Hengyang Zhang, Tao Huang, Yunjie Liu, Shixiang Zhu, Guan Gui, Yuanying Chi
Senz: A Context Awareness Middleware System Used in Mobile Devices. VTC Spring (2017)
Hua Zhang, Shixiang Zhu, Xiao Ma, Jun Zhao, Zeng Shou
A Novel RNN-GBRBM Based Feature Decoder for Anomaly Detection Technology in Industrial Control Network. IEICE Trans. Inf. Syst. (8) (2017)
Hengyang Zhang, Renchao Xie, Shixiang Zhu, Tao Huang, Yunjie Liu
DENA: An Intelligent Content Discovery System Used in Named Data Networking. IEEE Access 4 (2016)
Tao Jing, Xuewei Cui, Wei Cheng, Shixiang Zhu, Yan Huo, Xiuzhen Cheng
Enabling smartphone-based HD video chats by cooperative transmissions in CRNs. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Tao Jing, Shixiang Zhu, Hongjuan Li, Xiaoshuang Xing, Xiuzhen Cheng, Yan Huo, Rongfang Bie, Taieb Znati
Cooperative Relay Selection in Cognitive Radio Networks. IEEE Trans. Veh. Technol. 64 (5) (2015)
Tao Jing, Xuewei Cui, Wei Cheng, Shixiang Zhu, Yan Huo
Enabling Smartphone Based HD Video Chats by Cooperative Transmissions in CRNs. WASA (2014)
Tao Jing, Shixiang Zhu, Hongjuan Li, Xiuzhen Cheng, Yan Huo
Cooperative relay selection in cognitive radio networks. INFOCOM (2013)