YX
Yao Xie
cs.LGstat.MLmath.STstat.THstat.MEstat.APmath.OCcs.ITmath.ITcs.CV
On Valency
published · living versionsW_qpky89je·v1 · currentpublished
Adaptive Uncertainty Quantification on Simplicial Complexes with Conformalized Simplicial Neural Networks
with Lekun Wang, Jaidev Goel, Yulia R. Gel
1 version
Preprints & journals
178 papers in the corpus · 2006–2026Conformal Prediction for Time Series with Deep Sequence Models2610.02357v1 · Junghwan Lee, Jonghyeok Lee, Yao Xie2026 · 0 citationsarXiv
Mixture and separation of log-concave measures2607.17368v1 · March T. Boedihardjo, Yao Xie2026 · 0 citationsarXiv
Improving Lunar Topography with Deep Learning Schrödinger Bridges2606.14638v1 · Matthew Repasky, Erwan Mazarico, Michael K. Barker et al.2026 · 0 citationsThe Planetary Science Journal 7.6 (2026): 139
Sequential statistical inference for Large Language Models: Representation, validity, and monitoring2606.07624v1 · Yao Xie2026 · 0 citationsarXiv
Leave a Window Out: Modifying the Jackknife for Predictive Inference in Time Series2605.30292v2 · Hanyang Jiang, Rina Foygel Barber, Ashwin Pananjady et al.2026 · 0 citationsarXiv
Efficient First-Order Methods for Estimating Generalized Additive Index Models2605.29112v1 · Ziyu Peng, Linglingzhi Zhu, Yao Xie2026 · 0 citationsarXiv
High-Dimensional Robust Change-Point Detection via Angular Kernel Statistics2605.25855v2 · Jyotishka Ray Choudhury, Yao Xie2026 · 0 citationsarXiv
CoreFlow: Low-Rank Matrix Generative Models2604.24959v1 · Dongze Wu, Linglingzhi Zhu, Yao Xie2026 · 0 citationsarXiv
Generative models for decision-making under distributional shift2604.04342v2 · Xiuyuan Cheng, Yunqin Zhu, Yao Xie2026 · 0 citationsarXiv
Change-Point Detection via Piecewise Linear Fitting Using MIP2602.11947v2 · Apoorva Narula, Santanu S. Dey, Yao Xie2026 · 0 citationsarXiv
Assured autonomy: How operations research powers and orchestrates generative AI systems2512.23978v2 · Tinglong Dai, David Simchi-Levi, Michelle Xiao Wu et al.2025 · 1 citationarXiv
Worst-case generation via minimax optimization in Wasserstein space2512.08176v1 · Xiuyuan Cheng, Yao Xie, Linglingzhi Zhu et al.2025 · 1 citationarXiv
High-dimensional Mean-Field Games by Particle-based Flow Matching2512.01172v1 · Jiajia Yu, Junghwan Lee, Yao Xie et al.2025 · 1 citationarXiv
Beyond Maximum Likelihood: Variational Inequality Estimation for Generalized Linear Models2511.03087v2 · Linglingzhi Zhu, Jonghyeok Lee, Yao Xie2025 · 0 citationsarXiv
DoFlow: Flow-based Generative Models for Interventional and Counterfactual Forecasting on Time Series2511.02137v2 · Dongze Wu, Feng Qiu, Yao Xie2025 · 0 citationsarXiv
Engineering wetware and software for the predictive design of compressed genetic circuits for higher-state decision-making.41136350 · Huang, Brian D, Yu, Yongjoon, Lee, Junghwan et al.2025 · 3 citationsNature communications. 2025;16(1):9414
Needle in a Haystack: Information Recovery in Low Signal-to-Noise Piezoresponse Force Microscopy Data.40772374 · Williams, Kerisha N, Yuchi, Henry Shaowu, Ligonde, Gardy Kevin et al.2026 · 0 citationsSmall methods. 2026;10(2):e2500318
Multi-rank Subspace Change-point Detection with Application in Monitoring Robotic Swarms2506.18562v3 · Jonghyeok Lee, Yao Xie, Youngser Park et al.2025 · 0 citationsarXiv
Scalable Deep Basis Kernel Gaussian Processes2505.18526v2 · Yunqin Zhu, Henry Shaowu Yuchi, Yao Xie2025 · 0 citationsarXiv
Mitigating Bias in Machine Learning Models with Ethics-Based Initiatives: The Case of Sepsis.40354171 · D Banja, John, Xie, Yao, R Smith, Jeffrey et al.2026 · 12 citationsThe American journal of bioethics : AJOB. 2026;26(2):96-109
Modeling Discrete Coating Degradation Events via Hawkes Processes2504.09706v1 · Matthew Repasky, Henry Yuchi, Fritz Friedersdorf et al.2025 · 1 citationarXiv
Graph-Based Prediction Models for Data Debiasing2504.09348v2 · Dongze Wu, Hanyang Jiang, Yao Xie2025 · 0 citationsarXiv
Deep spatio-temporal point processes: Advances and new directions2504.06364v2 · Xiuyuan Cheng, Zheng Dong, Yao Xie2025 · 0 citationsarXiv
Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal Prediction2503.14663v1 · Anni Zhou, Beyah Raheem, Rishikesan Kamaleswaran et al.2025 · 0 citationsarXiv
Flow-based generative models as iterative algorithms in probability space2502.13394v2 · Yao Xie, Xiuyuan Cheng2025 · 0 citationsarXiv
Neural Spatiotemporal Point Processes: Trends and Challenges2502.09341v1 · Sumantrak Mukherjee, Mouad Elhamdi, George Mohler et al.2025 · 0 citationsarXiv
Flow-based Conformal Prediction for Multi-dimensional Time Series2502.05709v3 · Junghwan Lee, Chen Xu, Yao Xie2025 · 0 citationsarXiv
Distributionally Robust Optimization via Iterative Algorithms in Continuous Probability Spaces2412.20556v2 · Linglingzhi Zhu, Yunqin Zhu, Yao Xie2024 · 0 citationsarXiv
Spatial Conformal Inference through Localized Quantile Regression2412.01098v2 · Hanyang Jiang, Yao Xie2024 · 2 citationsarXiv
Spatio-Temporal Conformal Prediction for Power Outage Data2411.17099v1 · Hanyang Jiang, Yao Xie, Feng Qiu2024 · 2 citationsarXiv
Point processes with event time uncertainty2411.02694v2 · Xiuyuan Cheng, Tingnan Gong, Yao Xie2024 · 0 citationsarXiv
Local Flow Matching Generative Models2410.02548v4 · Chen Xu, Xiuyuan Cheng, Yao Xie2024 · 0 citationsarXiv
Posterior sampling via Langevin dynamics based on generative priors2410.02078v1 · Vishal Purohit, Matthew Repasky, Jianfeng Lu et al.2024 · 0 citationsarXiv
Annealing Flow Generative Models Towards Sampling High-Dimensional and Multi-Modal Distributions2409.20547v4 · Dongze Wu, Yao Xie2024 · 0 citationsarXiv
Higher-criticism for sparse multi-stream change-point detection2409.15597v2 · Tingnan Gong, Alon Kipnis, Yao Xie2024 · 0 citationsarXiv
Spatio-Temporal-Network Point Processes for Modeling Crime Events with Landmarks2409.10882v2 · Zheng Dong, Jorge Mateu, Yao Xie2024 · 1 citationarXiv
Multi-Agent Reinforcement Learning for Joint Police Patrol and Dispatch2409.02246v1 · Matthew Repasky, He Wang, Yao Xie2024 · 3 citationsarXiv
Regularization for Adversarial Robust Learning2408.09672v2 · Jie Wang, Rui Gao, Yao Xie2024 · 1 citationarXiv
Atlanta Gun Violence Modeling via Nonstationary Spatio-temporal Point Processes2408.09258v1 · Zheng Dong, Yao Xie2024 · 0 citationsarXiv
Distribution-Free Online Change Detection for Low-Rank Images2406.16136v2 · Tingnan Gong, Seong-Hee Kim, Yao Xie2024 · 0 citationsarXiv
Nonlinear time-series embedding by monotone variational inequality2406.06894v1 · Jonathan Y. Zhou, Yao Xie2024 · 0 citationsarXiv
Transformer Conformal Prediction for Time Series2406.05332v1 · Junghwan Lee, Chen Xu, Yao Xie2024 · 1 citationarXiv
Learning Cellular Network Connection Quality with Conformal2407.10976v1 · Hanyang Jiang, Elizabeth Belding, Ellen Zegure et al.2024 · 0 citationsarXiv
Kernel-based Optimally Weighted Conformal Time-Series Prediction2405.16828v4 · Jonghyeok Lee, Chen Xu, Yao Xie2024 · 1 citationIn Proceedings of the Thirteenth International Conference on Learning Representations (ICLR), 2025
Statistical and Computational Guarantees of Kernel Max-Sliced Wasserstein Distances2405.15441v4 · Jie Wang, March Boedihardjo, Yao Xie2024 · 0 citationsarXiv
Non-Convex Robust Hypothesis Testing using Sinkhorn Uncertainty Sets2403.14822v1 · Jie Wang, Rui Gao, Yao Xie2024 · 3 citationsarXiv
Conformal prediction for multi-dimensional time series by ellipsoidal sets2403.03850v2 · Chen Xu, Hanyang Jiang, Yao Xie2024 · 2 citationsarXiv
Data-Adaptive Symmetric CUSUM for Sequential Change Detection.40241737 · Ahad, Nauman, Davenport, Mark A, Xie, Yao2025 · 5 citationsSequential analysis. 2024;43(1):1-27
Detecting algorithmic bias in medical-AI models using trees2312.02959v7 · Jeffrey Smith, Andre Holder, Rishikesan Kamaleswaran et al.2023 · 1 citationarXiv
Mobile Internet Quality Estimation using Self-Tuning Kernel Regression2311.05641v1 · Hanyang Jiang, Henry Shaowu Yuchi, Elizabeth Belding et al.2023 · 0 citationsarXiv
Career total: 354 works. 178 are in this corpus.Showing the 50 most recent.
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