Qingzhong Ai

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 10

Top Topics

Ensemble Methods

Imbalanced Data

Edge Enhancement

Top Venues

Publications

Qingzhong Ai, Pengyun Wang, Lirong He, Liangjian Wen, Lujia Pan, Zenglin Xu
Generative Oversampling for Imbalanced Data via Majority-Guided VAE. CoRR (2023)
Qingzhong Ai, Shiyu Liu, Lirong He, Zenglin Xu
Stein Variational Gradient Descent with Multiple Kernels. Cogn. Comput. 15 (2) (2023)
Lirong He, Qingzhong Ai, Yuqing Lei, Lili Pan, Yazhou Ren, Zenglin Xu
Edge enhancement improves adversarial robustness in image classification. Neurocomputing 518 (2023)
Lirong He, Qingzhong Ai, Xincheng Yang, Yazhou Ren, Qifan Wang, Zenglin Xu
Boosting adversarial robustness via self-paced adversarial training. Neural Networks 167 (2023)
Qingzhong Ai, Pengyun Wang, Lirong He, Liangjian Wen, Lujia Pan, Zenglin Xu
Generative Oversampling for Imbalanced Data via Majority-Guided VAE. AISTATS (2023)
Yanchen Li, Qingzhong Ai, Fumihiko Ino
A One-Shot Reparameterization Method for Reducing the Loss of Tile Pruning on DNNs. CoRR (2022)
Yanchen Li, Qingzhong Ai, Fumihiko Ino
A One-Shot Reparameterization Method for Reducing the Loss of Tile Pruning on DNNs. IJCNN (2022)
Qingzhong Ai, Lirong He, Liangjian Wen, Shiyu Liu, Zenglin Xu
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. CoRR (2021)
Qingzhong Ai, Lirong He, Shiyu Liu, Zenglin Xu
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. NeurIPS (2021)
Qingzhong Ai, Shiyu Liu, Zenglin Xu
Kernel Selection for Stein Variational Gradient Descent. CoRR (2021)