Hanxu Zhou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Back Propagation

Top Venues

Publications

Hanxu Zhou, Yuan Zhang, Guangjie Leng, Ruofan Wang, Zhi-Qin John Xu
Understanding Time Series Anomaly State Detection through One-Class Classification. CoRR (2024)
Ruofan Wang, Xingjun Ma, Hanxu Zhou, Chuanjun Ji, Guangnan Ye, Yu-Gang Jiang
White-box Multimodal Jailbreaks Against Large Vision-Language Models. CoRR (2024)
Zhangchen Zhou, Hanxu Zhou, Yuqing Li, Zhi-Qin John Xu
Understanding the Initial Condensation of Convolutional Neural Networks. CoRR (2023)
Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width. CoRR (2022)
Hanxu Zhou, Qixuan Zhou, Tao Luo, Yaoyu Zhang, Zhi-Qin J. Xu
Towards Understanding the Condensation of Neural Networks at Initial Training. NeurIPS (2022)
Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin J. Xu
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width. NeurIPS (2022)
Zhiqin John Xu, Hanxu Zhou
Deep Frequency Principle Towards Understanding Why Deeper Learning Is Faster. AAAI (2021)
Zhongwang Zhang, Hanxu Zhou, Zhi-Qin John Xu
A variance principle explains why dropout finds flatter minima. CoRR (2021)
Zhi-Qin John Xu, Hanxu Zhou, Tao Luo, Yaoyu Zhang
Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training. CoRR (2021)
Zhi-Qin John Xu, Hanxu Zhou
Deep frequency principle towards understanding why deeper learning is faster. CoRR (2020)