Yao Xie
Orcid: 0000-0001-6777-2951Affiliations:
- Georgia Institute of Technology, School of Industrial and Systems Engineering, Atlanta, GA, USA
- Stanford University, Palo Alto, CA, USA (PhD 2011)
According to our database1,
Yao Xie
authored at least 172 papers
between 2006 and 2024.
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Bibliography
2024
Convergence of Flow-Based Generative Models via Proximal Gradient Descent in Wasserstein Space.
IEEE Trans. Inf. Theory, November, 2024
<i>e</i><sup>RPCA</sup>: Robust Principal Component Analysis for Exponential Family Distributions.
Stat. Anal. Data Min., April, 2024
IEEE J. Sel. Areas Inf. Theory, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Stage-Regularized Neural Stein Critics For Testing Goodness-Of-Fit Of Generative Models.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
IEEE Trans. Inf. Theory, November, 2023
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
Distribution-free multivariate time-series monitoring with analytically determined control limits.
Int. J. Prod. Res., October, 2023
IEEE Trans. Inf. Theory, September, 2023
AI Mag., September, 2023
IEEE Trans. Inf. Theory, July, 2023
Technometrics, April, 2023
Technometrics, January, 2023
IEEE J. Sel. Areas Inf. Theory, 2023
IEEE J. Sel. Areas Inf. Theory, 2023
Detecting Electricity Service Equity Issues with Transfer Counterfactual Learning on Large-Scale Outage Datasets.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
IEEE J. Sel. Areas Inf. Theory, September, 2022
IEEE Trans. Signal Process., 2022
IEEE Trans. Knowl. Data Eng., 2022
Spatio-Temporal Point Processes With Attention for Traffic Congestion Event Modeling.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Signal Process. Mag., 2022
IEEE J. Sel. Top. Signal Process., 2022
INFORMS J. Appl. Anal., 2022
Online Detection Of Supply Chain Network Disruptions Using Sequential Change-Point Detection for Hawkes Processes.
CoRR, 2022
Generalizing to Unseen Domains with Wasserstein Distributional Robustness under Limited Source Knowledge.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Machine Learning for Health, 2022
Proceedings of the IEEE International Symposium on Information Theory, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
An Unsupervised Density Based Clustering Algorithm to Detect Election Anomalies : Evidence from Georgia's Largest County.
Proceedings of the COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, Seattle, WA, USA, 29 June 2022, 2022
Online Critical-State Detection of Sepsis Among ICU Patients using Jensen-Shannon Divergence.
Proceedings of the AMIA 2022, 2022
Proceedings of the 58th Annual Allerton Conference on Communication, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
ACM Trans. Manag. Inf. Syst., 2021
IEEE Signal Process. Mag., 2021
IEEE J. Sel. Areas Inf. Theory, 2021
IEEE J. Sel. Areas Inf. Theory, 2021
Class-conditioned Domain Generalization via Wasserstein Distributional Robust Optimization.
CoRR, 2021
Harvesting data revolution for transmission electron microscopy (TEM) using signal processing.
CoRR, 2021
Sequential change-point detection for mutually exciting point processes over networks.
CoRR, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Causal Graph and Social Network Analysis for the Spread of COVID-19 from Self-reported Indicator Data.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
IEEE Trans. Signal Process., 2020
IEEE J. Sel. Areas Inf. Theory, 2020
Two-sample Test using Projected Wasserstein Distance: Breaking the Curse of Dimensionality.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Signal Process., 2019
EURASIP J. Adv. Signal Process., 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
EURASIP J. Adv. Signal Process., 2018
Nearly Optimal Adaptive Procedure for Piecewise-Stationary Bandit: a Change-Point Detection Approach.
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Nearly second-order optimality of online joint detection and estimation via one-sample update schemes.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Trans. Signal Inf. Process. over Networks, 2017
Near-optimality of sequential joint detection and estimation via online mirror descent.
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
Data-Driven Threshold Machine: Scan Statistics, Change-Point Detection, and Extreme Bandits.
CoRR, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Signal Process. Lett., 2015
IEEE J. Sel. Top. Signal Process., 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
2013
IEEE J. Sel. Top. Signal Process., 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
2011
CoRR, 2011
CoRR, 2011
2010
IEEE Trans. Signal Process., 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
2008
IEEE Trans. Biomed. Eng., 2008
2007
IEEE Trans. Signal Process., 2007
IEEE Trans. Signal Process., 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
IEEE Trans. Biomed. Eng., 2006
Novel Multistatic Adaptive Microwave Imaging Methods for Early Breast Cancer Detection.
EURASIP J. Adv. Signal Process., 2006
On Multi-Static Adaptive Microwave Imaging Methods for Early Breast Cancer Detection.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006