Robust Learning with Frequency Domain Regularization. - Weiyu Guo; Yidong Ouyang (CoRR, 2020)

Generalizing to Unseen Domains: A Survey on Domain Generalization. - Jindong Wang 001; Cuiling Lan; Chang Liu 030; Yidong Ouyang; Tao Qin 001 (IJCAI, 2021)

Attention Enables Zero Approximation Error. - Zhiying Fang; Yidong Ouyang; Ding-Xuan Zhou; Guang Cheng 003 (CoRR, 2022)

Improving Adversarial Robustness by Contrastive Guided Diffusion Process. - Yidong Ouyang; Liyan Xie; Guang Cheng 003 (CoRR, 2022)

Efficient convolutional networks learning through irregular convolutional kernels. - Weiyu Guo; Jiabin Ma; Yidong Ouyang; Liang Wang 001; Yongzhen Huang (Neurocomputing, 2022)

Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process. - Yidong Ouyang; Liyan Xie; Guang Cheng 003 (ICML, 2023)

MissDiff: Training Diffusion Models on Tabular Data with Missing Values. - Yidong Ouyang; Liyan Xie; Chongxuan Li; Guang Cheng 003 (CoRR, 2023)

Generalizing to Unseen Domains: A Survey on Domain Generalization. - Jindong Wang 001; Cuiling Lan; Chang Liu 030; Yidong Ouyang; Tao Qin 001; Wang Lu; Yiqiang Chen 001; Wenjun Zeng 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

Transfer Learning for Diffusion Models. - Yidong Ouyang; Liyan Xie; Hongyuan Zha; Guang Cheng 003 (NeurIPS, 2024)