| 2025 | AAAI | Black-Box Optimization with Implicit Constraints for Public Policy. | Wenqian Xing, Jungho Lee, Chong Liu, Shixiang Zhu |
| 2025 | AISTATS | New User Event Prediction Through the Lens of Causal Inference. | Henry Shaowu Yuchi, Shixiang Zhu, Li Dong, Yigit M. Arisoy, Matthew C. Spencer |
| 2025 | AISTATS | Recurrent Neural Goodness-of-Fit Test for Time Series. | Aoran Zhang, Wenbin Zhou, Liyan Xie, Shixiang Zhu |
| 2025 | ICASSP | Uncertainty-Aware Robust Learning on Noisy Graphs. | Shuyi Chen, Kaize Ding, Shixiang Zhu |
| 2025 | KDD | Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes. | Zheng Dong, Zekai Fan, Shixiang Zhu |
| 2025 | KDD | Counterfactual Fairness Through Transforming Data Orthogonal to Bias. | Shuyi Chen, Shixiang Zhu |
| 2024 | KDD | Counterfactual Generative Models for Time-Varying Treatments. | Shenghao Wu, Wenbin Zhou, Minshuo Chen, Shixiang Zhu |
| 2022 | ICLR | Neural Spectral Marked Point Processes. | Shixiang Zhu, Haoyun Wang, Zheng Dong, Xiuyuan Cheng, Yao Xie |
| 2021 | AISTATS | Goodness-of-Fit Test for Mismatched Self-Exciting Processes. | Song Wei, Shixiang Zhu, Minghe Zhang, Yao Xie |
| 2021 | AISTATS | Deep Fourier Kernel for Self-Attentive Point Processes. | Shixiang Zhu, Minghe Zhang, Ruyi Ding, Yao Xie |
| 2021 | ICASSP | Sequential Adversarial Anomaly Detection with Deep Fourier Kernel. | Shixiang Zhu, Henry Shaowu Yuchi, Minghe Zhang, Yao Xie |
| 2020 | ICASSP | Adversarial Anomaly Detection for Marked Spatio-Temporal Streaming Data. | Shixiang Zhu, Henry Shaowu Yuchi, Yao Xie |
| 2019 | ICASSP | Crime Event Embedding with Unsupervised Feature Selection. | Shixiang Zhu, Yao Xie |
| 2018 | ICASSP | Sequential Adaptive Detection for In-Situ Transmission Electron Microscopy (TEM). | Yang Cao, Shixiang Zhu, Yao Xie, Jordan Key, Josh Kacher, Raymond R. Unocic, Christopher M. Rouleau |
| 2018 | ICASSP | Crime Incidents Embedding Using Restricted Boltzmann Machines. | Shixiang Zhu, Yao Xie |
| 2017 | VTC | Senz: A Context Awareness Middleware System Used in Mobile Devices. | Hengyang Zhang, Tao Huang, Yunjie Liu, Shixiang Zhu, Guan Gui, Yuanying Chi |
| 2013 | INFOCOM | Cooperative relay selection in cognitive radio networks. | Tao Jing, Shixiang Zhu, Hongjuan Li, Xiuzhen Cheng, Yan Huo |