Yan Feng

Yan Feng

Tsinghua University

H-index: 9

Asia-China

About Yan Feng

Yan Feng, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of AI Security, Adversarial learning, Federated Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-scale architectures matter: Examining the adversarial robustness of flow-based lossless compression

Generalizable Black-Box Adversarial Attack with Meta Learning

Semi-supervised robust training with generalized perturbed neighborhood

Deep image prior based defense against adversarial examples

Boosting black-box attack with partially transferred conditional adversarial distribution

sqSGD: Locally Private and Communication Efficient Federated Learning

An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning

Adversarial Examples Generation for Deep Product Quantization Networks on Image Retrieval

Yan Feng Information

University

Position

___

Citations(all)

275

Citations(since 2020)

273

Cited By

45

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Yan Feng Skills & Research Interests

AI Security

Adversarial learning

Federated Learning

Top articles of Yan Feng

Title

Journal

Author(s)

Publication Date

Multi-scale architectures matter: Examining the adversarial robustness of flow-based lossless compression

Pattern Recognition

Yichong Xia

Bin Chen

Yan Feng

Tianshuo Ge

Yujun Huang

...

2024/5/1

Generalizable Black-Box Adversarial Attack with Meta Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Fei Yin

Yong Zhang

Baoyuan Wu

Yan Feng

Jingyi Zhang

...

2023/1/16

Semi-supervised robust training with generalized perturbed neighborhood

Pattern Recognition

Yiming Li

Baoyuan Wu

Yan Feng

Yanbo Fan

Yong Jiang

...

2022/4/1

Deep image prior based defense against adversarial examples

Pattern Recognition

Tao Dai

Yan Feng

Bin Chen

Jian Lu

Shu-Tao Xia

2022/2/1

Boosting black-box attack with partially transferred conditional adversarial distribution

Yan Feng

Baoyuan Wu

Yanbo Fan

Li Liu

Zhifeng Li

...

2022

sqSGD: Locally Private and Communication Efficient Federated Learning

arXiv preprint arXiv:2206.10565

Yan Feng

Tao Xiong

Ruofan Wu

LingJuan Lv

Leilei Shi

2022/6/21

An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning

Xue Yang

Yan Feng

Weijun Fang

Jun Shao

Xiaohu Tang

...

2022/4/25

Adversarial Examples Generation for Deep Product Quantization Networks on Image Retrieval

IEEE Transactions on Pattern Analysis & Machine Intelligence

Bin Chen

Yan Feng

Tao Dai

Jiawang Bai

Yong Jiang

...

2022/4/1

DIPDefend: Deep Image Prior Driven Defense against Adversarial Examples

Tao Dai

Yan Feng

Dongxian Wu

Bin Chen

Jian Lu

...

2020/10/12

Adversarial attack on deep product quantization network for image retrieval

Proceedings of the AAAI conference on Artificial Intelligence

Yan Feng

Bin Chen

Tao Dai

Shu-Tao Xia

2020/4/3

See List of Professors in Yan Feng University(Tsinghua University)