Yidong Ouyang

Computer Science · Physical Sciences

4h-index1.3kcitations16works0.32yr avg
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Research Topics

Generative Adversarial Networks and Image Synthesis(7), Domain Adaptation and Few-Shot Learning(6), Multimodal Machine Learning Applications(5), Model Reduction and Neural Networks(4), Advanced Neural Network Applications(3)

Publications16 total

Training-Free Self-Correction for Multimodal Masked Diffusion Models
arXiv (Cornell University)·2026Open Access
Training-Free Self-Correction for Multimodal Masked Diffusion Models
arXiv (Cornell University)·2026Open Access
Alignment of Diffusion Model and Flow Matching for Text-to-Image Generation
ArXiv.org·2026Open Access
Alignment of Diffusion Model and Flow Matching for Text-to-Image Generation
arXiv (Cornell University)·2026Open Access
Corrected Samplers for Discrete Flow Models
arXiv (Cornell University)·2026Open Access
Corrected Samplers for Discrete Flow Models
ArXiv.org·2026Open Access
Transfer Learning for Diffusion Models
arXiv (Cornell University)·2024· 2 citedOpen Access
Transfer Learning for Diffusion Models
2024
MissDiff: Training Diffusion Models on Tabular Data with Missing Values
arXiv (Cornell University)·2023· 4 citedOpen Access
Improving Adversarial Robustness by Contrastive Guided Diffusion Process
arXiv (Cornell University)·2022Open Access
Efficient convolutional networks learning through irregular convolutional kernels
Neurocomputing·2022· 5 citedOpen Access
Attention Enables Zero Approximation Error
arXiv (Cornell University)·2022· 1 citedOpen Access
Generalizing to Unseen Domains: A Survey on Domain Generalization
IEEE Transactions on Knowledge and Data Engineering·2022· 862 cited
Generalizing to Unseen Domains: A Survey on Domain Generalization
2021· 293 citedOpen Access
Generalizing to Unseen Domains: A Survey on Domain Generalization
arXiv (Cornell University)·2021· 96 citedOpen Access
Robust Learning with Frequency Domain Regularization
arXiv (Cornell University)·2020Open Access

Frequent Co-authors

Liyan Xie(4), Zhengyan Wan(4), Jindong Wang(3), Cuiling Lan(3), Guang Cheng(3), Yiqiang Chen(2), Wenjun Zeng(2), Philip S. Yu(2), Tao Qin(2), Weiyu Guo(2), Hongyuan Zha(2), Guang Cheng(2), Liyan Xie(2), Hongyuan Zha(2), Guang Cheng(2), Liyan Xie(2), Fang Fang(2), Xiaojing Ye(2), Guang Cheng(2), Panwen Hu(2)