Xie, Liyan

10 publications

AISTATS 2025 Recurrent Neural Goodness-of-Fit Test for Time Series Aoran Zhang, Wenbin Zhou, Liyan Xie, Shixiang Zhu

AISTATS 2024 Distributionally Robust Quickest Change Detection Using Wasserstein Uncertainty Sets Liyan Xie, Yuchen Liang, Venugopal V. Veeravalli

NeurIPS 2024 Transfer Learning for Diffusion Models Yidong Ouyang, Liyan Xie, Hongyuan Zha, Guang Cheng

ICML 2023 Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process Yidong Ouyang, Liyan Xie, Guang Cheng

ICMLW 2023 MissDiff: Training Diffusion Models on Tabular Data with Missing Values Yidong Ouyang, Liyan Xie, Chongxuan Li, Guang Cheng

NeurIPSW 2023 Neural Differential Recurrent Neural Network with Adaptive Time Steps Yixuan Tan, Liyan Xie, Xiuyuan Cheng

NeurIPS 2022 Distributionally Robust Weighted K-Nearest Neighbors Shixiang Zhu, Liyan Xie, Minghe Zhang, Rui Gao, Yao Xie

NeurIPS 2020 Uncertainty Quantification for Inferring Hawkes Networks Haoyun Wang, Liyan Xie, Alex Cuozzo, Simon Mak, Yao Xie

AISTATS 2018 Nearly Second-Order Optimality of Online Joint Detection and Estimation via One-Sample Update Schemes Yang Cao, Liyan Xie, Yao Xie, Huan Xu

NeurIPS 2018 Robust Hypothesis Testing Using Wasserstein Uncertainty Sets Rui Gao, Liyan Xie, Yao Xie, Huan Xu