Fan He

Researcher, Huawei Technologies Ltd.

Joined

September 2020

Names

Fan He (Preferred)

FAN He

Emails

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

****@esat.kuleuven.be (Confirmed)

****@qq.com (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2024 – Present

Postdoc

ESAT, KU Leuven (kuleuven.be)

2023 – 2024

PhD student

Shanghai Jiao Tong University (sjtu.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

xiaolinhuang

2019 – 2023

Expertise

vision language model

2023 – Present

principal components analysis

2019 – 2020

Publications

A Decentralized Framework for Kernel PCA With Projection Consensus Constraints
Fan He, Ruikai Yang, Lei Shi, Xiaolin Huang
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Readers: Everyone
Decentralized Kernel Ridge Regression Based on Data-Dependent Random Feature
Ruikai Yang, Fan He, Mingzhen He, Jie Yang, Xiaolin Huang
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
Learning with Asymmetric Kernels: Least-Squares and Feature Interpretation
Mingzhen He, Fan He, Lei Shi, Xiaolin Huang, Johan Suykens
- IEEE Trans. Patten Analysis and Machine Intelligence
- Readers: Everyone
Data Imputation by Pursuing Better Classification: A Supervised Learning Approach
Ruikai Yang, FAN He, Mingzhen He, Kaijie Wang
- Submitted to ICLR 2024
- Readers: Everyone
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels
FAN He, Mingzhen He, Lei Shi, Xiaolin Huang, Johan Suykens
- Submitted to ICLR 2024
- Readers: Everyone
Diffusion Representation for Asymmetric Kernels via Magnetic Transform
Mingzhen He, FAN He, Ruikai Yang, Xiaolin Huang
- NeurIPS 2023 poster
- Readers: Everyone
Learning With Asymmetric Kernels: Least Squares and Feature Interpretation
Mingzhen He, Fan He, Lei Shi, Xiaolin Huang, Johan A. K. Suykens
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Readers: Everyone
Global Search and Analysis for the Nonconvex Two-Level ℓ₁ Penalty
Fan He, Mingzhen He, Lei Shi, Xiaolin Huang
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
Relevance attack on detectors
Sizhe Chen, Fan He, Xiaolin Huang, Kun Zhang
- 2022 (modified: 07 Feb 2023)
- Pattern Recognit. 2022
- Readers: Everyone
A Decentralized Framework for Kernel PCA with Projection Consensus Constraints
Fan He, Ruikai Yang, Lei Shi, Xiaolin Huang
- 2022 (modified: 07 Feb 2023)
- CoRR 2022
- Readers: Everyone

View all 30 publications

Co-Authors

View all 36 co-authors