| 2026 | ISIT | Flow-based Generative Modeling of Potential Outcomes and Counterfactuals. | Dongze Wu, Yao Xie, David I. Inouye |
| 2025 | AIES | AI Contextual Framework: A Zoning Approach to Ethical AI Deployment. | Yao Xie |
| 2025 | AISTATS | Computing high-dimensional optimal transport by flow neural networks. | Chen Xu, Xiuyuan Cheng, Yao Xie |
| 2025 | CVPR | Consistency Posterior Sampling for Diverse Image Synthesis. | Vishal Purohit, Matthew Repasky, Jianfeng Lu, Qiang Qiu, Yao Xie, Xiuyuan Cheng |
| 2025 | ICLR | Kernel-based Optimally Weighted Conformal Time-Series Prediction. | Jonghyeok Lee, Chen Xu, Yao Xie |
| 2025 | ICLR | Nonlinear Sequence Embedding by Monotone Variational Inequality. | Jonathan Yuyang Zhou, Yao Xie |
| 2025 | ICML | Statistical and Computational Guarantees of Kernel Max-Sliced Wasserstein Distances. | Jie Wang, March Boedihardjo, Yao Xie |
| 2025 | ICML | Annealing Flow Generative Models Towards Sampling High-Dimensional and Multi-Modal Distributions. | Dongze Wu, Yao Xie |
| 2025 | ISIT | Spatio-Temporal Conformal Prediction for Power Outage Data. | Hanyang Jiang, Yao Xie, Feng Qiu |
| 2024 | ICASSP | A Graph-Prediction-Based Approach for Debiasing Underreported Data. | Hanyang Jiang, Yao Xie |
| 2024 | ICASSP | Stage-Regularized Neural Stein Critics For Testing Goodness-Of-Fit Of Generative Models. | Matthew Repasky, Xiuyuan Cheng, Yao Xie |
| 2024 | ICML | Conformal prediction for multi-dimensional time series by ellipsoidal sets. | Chen Xu, Hanyang Jiang, Yao Xie |
| 2024 | ISIT | Non-Convex Robust Hypothesis Testing Using Sinkhorn Uncertainty Sets. | Jie Wang, Rui Gao, Yao Xie |
| 2023 | ACSSC | Reliable Adaptive Recoding for Batched Network Coding with Burst-Noise Channels. | Jie Wang, Talha Bozkus, Yao Xie, Urbashi Mitra |
| 2023 | ACSSC | Power Grid Faults Classification via Low-Rank Tensor Modeling. | Matthew Repasky, Yao Xie, Yichen Zhang, Feng Qiu |
| 2023 | ACSSC | Causal Structural Learning from Time Series: A Convex Optimization Approach. | Song Wei, Yao Xie |
| 2023 | ACSSC | Streaming Low-Rank Matrix Data Assimilation and Change Identification. | Henry Shaowu Yuchi, Matthew Repasky, Terry Ma, Yao Xie |
| 2023 | ICASSP | Training Neural Networks for Sequential Change-Point Detection. | Junghwan Lee, Yao Xie, Xiuyuan Cheng |
| 2023 | ICLR | Spatio-temporal point processes with deep non-stationary kernels. | Zheng Dong, Xiuyuan Cheng, Yao Xie |
| 2023 | ICML | Sequential Predictive Conformal Inference for Time Series. | Chen Xu, Yao Xie |
| 2023 | KDD | Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes. | Song Wei, Yao Xie, Christopher S. Josef, Rishikesan Kamaleswaran |
| 2022 | AISTATS | Two-Sample Test with Kernel Projected Wasserstein Distance. | Jie Wang, Rui Gao, Yao Xie |
| 2022 | AMIA | Online Critical-State Detection of Sepsis Among ICU Patients using Jensen-Shannon Divergence. | Jeffrey Smith, Christopher S. Josef, Yao Xie, Rishikesan Kamaleswaran |
| 2022 | ICLR | Neural Spectral Marked Point Processes. | Shixiang Zhu, Haoyun Wang, Zheng Dong, Xiuyuan Cheng, Yao Xie |
| 2022 | ISIT | A Data-Driven Approach to Robust Hypothesis Testing Using Sinkhorn Uncertainty Sets. | Jie Wang, Yao Xie |
| 2021 | ACSSC | Causal Graph and Social Network Analysis for the Spread of COVID-19 from Self-reported Indicator Data. | Shaoou Chen, Yao Xie, Shihao Yang |
| 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 |
| 2021 | ICML | Inferring serial correlation with dynamic backgrounds. | Song Wei, Yao Xie, Dobromir Rahnev |
| 2021 | ICML | Conformal prediction interval for dynamic time-series. | Chen Xu, Yao Xie |
| 2021 | ISIT | Two-sample Test using Projected Wasserstein Distance. | Jie Wang, Rui Gao, Yao Xie |
| 2021 | ISIT | Optimality of Graph Scanning Statistic for Online Community Detection. | Liyan Xie, Yao Xie |
| 2020 | CHI | CheXplain: Enabling Physicians to Explore and Understand Data-Driven, AI-Enabled Medical Imaging Analysis. | Yao Xie, Melody Chen, David Kao, Ge Gao, Xiang 'Anthony' Chen |
| 2020 | ICASSP | Sequential Vessel Trajectory Identification Using Truncated Viterbi Algorithm. | Zheng Dong, Yifei Yang, Yao Xie |
| 2020 | ICASSP | Online Community Detection by Spectral Cusum. | Minghe Zhang, Liyan Xie, Yao Xie |
| 2020 | ICASSP | Adversarial Anomaly Detection for Marked Spatio-Temporal Streaming Data. | Shixiang Zhu, Henry Shaowu Yuchi, Yao Xie |
| 2020 | ICML | Temporal Logic Point Processes. | Shuang Li, Lu Wang, Ruizhi Zhang, Xiaofu Chang, Xuqin Liu, Yao Xie, Yuan Qi, Le Song |
| 2019 | ACSSC | Low-Rank Matrix Completion for Distributed Ambient Noise Imaging Systems. | Danye Xu, Bingqing Song, Yao Xie, Sin-Mei Wu, Fan-Chi Lin, WenZhan Song |
| 2019 | AISTATS | Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit. | Yang Cao, Zheng Wen, Branislav Kveton, Yao Xie |
| 2019 | CVPR | Learning Transformation Synchronization. | Xiangru Huang, Zhenxiao Liang, Xiaowei Zhou, Yao Xie, Leonidas J. Guibas, Qixing Huang |
| 2019 | ICASSP | Statistical Rank Selection for Incomplete Low-rank Matrices. | Rui Zhang, Alexander Shapiro, Yao Xie |
| 2019 | ICASSP | Crime Event Embedding with Unsupervised Feature Selection. | Shixiang Zhu, Yao Xie |
| 2019 | ICIP | Deep Zero-Shot Learning for Scene Sketch. | Yao Xie, Peng Xu, Zhanyu Ma |
| 2019 | ISIT | Asynchronous Multi-Sensor Change-Point Detection for Seismic Tremors. | Liyan Xie, Yao Xie, George V. Moustakides |
| 2019 | IUI | Outlining the Design Space of Explainable Intelligent Systems for Medical Diagnosis. | Yao Xie, Xiang 'Anthony' Chen, Ge Gao |
| 2019 | VCIP | A Multiple Triplet-Ranking Model for Fine-Grained Sketch-Based Image Retrieval. | Jingyi Xue, Yun Zhou, Zhuqing Jiang, Yao Xie, Xiaoyu Li |
| 2018 | ACSSC | Sequential Graph Scanning Statistic for Change-point Detection. | Xi He, Yao Xie, Sin-Mei Wu, Fan-Chi Lin |
| 2018 | ACSSC | Communication Efficient Signal Detection for Distributed Ambient Noise Imaging. | Liyan Xie, Yao Xie, Sin-Mei Wu, Fan-Chi Lin, Wen-Zhan Song |
| 2018 | AISTATS | Nearly second-order optimality of online joint detection and estimation via one-sample update schemes. | Yang Cao, Liyan Xie, Yao Xie, Huan Xu |
| 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 |
| 2018 | ISIT | Maximum Entropy Low-Rank Matrix Recovery. | Simon Mak, Yao Xie |
| 2017 | ISIT | Robust sequential change-point detection by convex optimization. | Yang Cao, Yao Xie |
| 2017 | SmartComp | Real-Time Ambient Noise Subsurface Imaging in Distributed Sensor Networks. | Maria Valero, Jos Clemente, Goutham Kamath, Yao Xie, Fan-Chi Lin, WenZhan Song |
| 2016 | ACSSC | Dynamic change-point detection using similarity networks. | Shanshan Cao, Yao Xie |
| 2016 | COMPSAC | Detecting Weak Changes over a Network of Streaming Events. | Yao Xie |
| 2016 | ICASSP | Robust adaptive beamforming based on DOA support using decomposed coprime subarrays. | Chengwei Zhou, Yujie Gu, Wen-Zhan Song, Yao Xie, Zhiguo Shi |
| 2016 | ICPADS | Drone-Based Wireless Relay Using Online Tensor Update. | Yao Xie, Xiao-Yang Liu, Linghe Kong, Fan Wu, Guihai Chen, Athanasios V. Vasilakos |
| 2015 | ISIT | Poisson matrix completion. | Yang Cao, Yao Xie |
| 2015 | ISIT | Sequential sensing with model mismatch. | Ruiyang Song, Yao Xie, Sebastian Pokutta |
| 2013 | ICASSP | Online logistic regression on manifolds. | Yao Xie, Rebecca Willett |
| 2013 | ITA | Sequential multi-sensor change-point detection. | Yao Xie, David Siegmund |
| 2012 | ACSSC | Session TA8b1: Communication systems II. | Yao Xie |
| 2012 | ACSSC | Spectrum opportunity detection with weak and correlated signals. | Yao Xie, David Siegmund |
| 2010 | ISIT | Diversity-multiplexing-delay tradeoffs in MIMO multihop networks with ARQ. | Yao Xie, Andrea Goldsmith |
| 2009 | GLOBECOM | Multihop MIMO Relay Networks with ARQ. | Yao Xie, Deniz Gndz, Andrea J. Goldsmith |
| 2007 | ICASSP | Optimal Array Pattern Synthesis via Matrix Weighting. | Yao Xie, Jian Li, Xiayu Zheng, James Ward |
| 2006 | ICASSP | On Multi-Static Adaptive Microwave Imaging Methods for Early Breast Cancer Detection. | Yao Xie, Bin Guo, Jian Li, Petre Stoica |