| Sequential (quickest) change detection: Classical results and new directions L Xie, S Zou, Y Xie, VV Veeravalli IEEE Journal on Selected Areas in Information Theory 2 (2), 494-514, 2021 | 191 | 2021 |
| Robust hypothesis testing using Wasserstein uncertainty sets R Gao, L Xie, Y Xie, H Xu Advances in Neural Information Processing Systems 31, 2018 | 100 | 2018 |
| Missdiff: Training diffusion models on tabular data with missing values Y Ouyang, L Xie, C Li, G Cheng arXiv preprint arXiv:2307.00467, 2023 | 53 | 2023 |
| Window-limited CUSUM for sequential change detection L Xie, GV Moustakides, Y Xie IEEE Transactions on Information Theory 69 (9), 5990-6005, 2023 | 48 | 2023 |
| Sequential subspace change point detection L Xie, Y Xie, GV Moustakides Sequential Analysis 39 (3), 307-335, 2020 | 48 | 2020 |
| Sequential change-point detection via online convex optimization Y Cao, L Xie, Y Xie, H Xu Entropy 20 (2), 108, 2018 | 39* | 2018 |
| High-resolution spatio-temporal model for county-level COVID-19 activity in the US S Zhu, A Bukharin, L Xie, M Santillana, S Yang, Y Xie ACM Transactions on Management Information Systems (TMIS) 12 (4), 1-20, 2021 | 29 | 2021 |
| Screening candidate supplementary cementitious materials under standard and accelerated curing through time-series surface resistivity measurements and change-point detection RT Rios, F Lolli, L Xie, Y Xie, KE Kurtis Cement and Concrete Research 148, 106538, 2021 | 23 | 2021 |
| Convex parameter recovery for interacting marked processes A Juditsky, A Nemirovski, L Xie, Y Xie IEEE Journal on Selected Areas in Information Theory 1 (3), 799-813, 2020 | 23* | 2020 |
| Spectral CUSUM for online network structure change detection M Zhang, L Xie, Y Xie IEEE Transactions on Information Theory 69 (7), 4691-4707, 2023 | 20* | 2023 |
| Early detection of COVID-19 hotspots using spatio-temporal data S Zhu, A Bukharin, L Xie, K Yamin, S Yang, P Keskinocak, Y Xie IEEE Journal of Selected Topics in Signal Processing 16 (2), 250-260, 2022 | 20 | 2022 |
| Asynchronous multi-sensor change-point detection for seismic tremors L Xie, Y Xie, GV Moustakides 2019 IEEE International Symposium on Information Theory (ISIT), 787-791, 2019 | 20 | 2019 |
| Sequential Change Detection by Optimal Weighted ℓ₂ Divergence L Xie, Y Xie IEEE Journal on Selected Areas in Information Theory 2 (2), 747-761, 2021 | 19 | 2021 |
| Uncertainty quantification for inferring hawkes networks H Wang, L Xie, A Cuozzo, S Mak, Y Xie Advances in neural information processing systems 33, 7125-7134, 2020 | 19 | 2020 |
| Sequential change-point detection for mutually exciting point processes H Wang, L Xie, Y Xie, A Cuozzo, S Mak Technometrics 65 (1), 44-56, 2023 | 17 | 2023 |
| Distributionally robust weighted k-nearest neighbors S Zhu, L Xie, M Zhang, R Gao, Y Xie Advances in Neural Information Processing Systems 35, 29088-29100, 2022 | 16* | 2022 |
| Improving adversarial robustness through the contrastive-guided diffusion process Y Ouyang, L Xie, G Cheng International Conference on Machine Learning, 26699-26723, 2023 | 15 | 2023 |
| Class-conditioned domain generalization via wasserstein distributional robust optimization J Wang, Y Li, L Xie, Y Xie arXiv preprint arXiv:2109.03676, 2021 | 15* | 2021 |
| First-order optimal sequential subspace change-point detection L Xie, GV Moustakides, Y Xie 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 14 | 2018 |
| Neural differential recurrent neural network with adaptive time steps Y Tan, L Xie, X Cheng arXiv preprint arXiv:2306.01674, 2023 | 13 | 2023 |
Yao XieCoca-Cola Foundation Chair and Professor, Georgia Institute of TechnologyVerified email at isye.gatech.edu
