Hanxu Zhou

PhD student, Shanghai Jiaotong University

Joined

May 2021

Names

Hanxu Zhou (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

,

****@sjtu.edu.cn (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Shanghai Jiaotong University (sjtu.edu.cn)

2021 – 2026

Undergrad student

Shanghai Jiao Tong University (sjtu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Zhi-Qin John Xu

2021 – 2026

Expertise

anomaly detection for time series

2023 – 2026

deep learning theory

2021 – 2026

Publications

White-box Multimodal Jailbreaks Against Large Vision-Language Models
RUOFAN WANG, Xingjun Ma, Hanxu Zhou, Chuanjun Ji, Guangnan Ye, Yu-Gang Jiang
- MM2024 Poster
- Readers: Everyone
Understanding the Initial Condensation of Convolutional Neural Networks
Zhangchen Zhou, Hanxu Zhou, Yuqing Li, Zhi-Qin John Xu
- Submitted to ICLR 2024
- Readers: Everyone
Deep Frequency Principle Towards Understanding Why Deeper Learning Is Faster
Zhi-Qin John Xu, Hanxu Zhou
- 08 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width
Hanxu Zhou, Qixu Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu
- Published: 31 Oct 2022, Last Modified: 24 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Towards Understanding the Condensation of Neural Networks at Initial Training
Hanxu Zhou, Qixuan Zhou, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu
- Published: 31 Oct 2022, Last Modified: 24 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
A Variance Principle Explains why Dropout Finds Flatter Minima
Zhongwang Zhang, Hanxu Zhou, Zhiqin Xu
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Towards Understanding the Condensation of Neural Networks at Initial Training
Zhiqin Xu, Hanxu Zhou, Tao Luo, Yaoyu Zhang
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone

Co-Authors