Scholar
Chao Zhou
Google Scholar ID: ttO5HpQAAAAJ
postdoc@CISPA; PhD@UCL
Citations & Impact
Citations
80
H-index
4
i10-index
3
Publications
16
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- - September 2025, two papers 'Pay Attention to Small Weights' and 'Sign-In to the Lottery: Reparameterizing Sparse Training' accepted at NIPS 2025
- - May 2025, paper 'Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias?' accepted at ICML 2025
- - October 2023, 'BITS-Net: Blind Image Transparency Separation Network' presented at ICIP 2023, Kuala Lumpur, Malaysia
- - August 2023, 'Hyperspectral Blind Unmixing using a Double Deep Image Prior' with Prof. Miguel accepted at TNNLS 2023
- - June 30, 2023, passed Ph.D. viva with minor corrections, supervised by Prof. Miguel Rodrigues, internal examiner Prof. Ioannis (Yiannis) Andreopoulos from UCL, and external examiner Dr. Wei Dai from Imperial College London
Research Experience
- - Starting May 2024, joined the Relational Machine Learning Group at CISPA as a postdoc under the supervision of Dr. Rebekka Burkholz
Education
- - Ph.D.: 2023 from UCL, London, UK, supervised by Prof. Miguel Rodrigues in the Information, Inference, and Machine Learning (I2|ML) group
- - Master's Degree: 2018 from UESTC in Information and Communication Systems
- - Bachelor's Degree: 2015 from WHUT in Communication Engineering
Background
- Currently a Postdoctoral Researcher in the Relational Machine Learning Group at the CISPA Helmholtz Center for Information Security, Germany. Research interests include machine learning, interpretable AI, generative AI, and efficient machine learning.
Miscellany
- Service: Conference reviewer for ICLR, EUSIPCO; Journal Reviewer: IEEE TGRS, IEEE JSTSP, IEEE TIT, IEEE Access; Area Chairs: CPAL
