Honglei Zhang

A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models

Heng Chang, Yu Rong, Tingyang Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 134 citations · Full text

Graph Embedding, Graph Neural Network, Graph Representation Learning +14

Image Coding For Machines: an End-To-End Learned Approach

Nam Le, Honglei Zhang, Francesco Cricri et al. · 2021 · 105 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +15

The 2nd competition on counter measures to 2D face spoofing attacks

Ivana Chingovska, Jin Yang, Zhentao Lei et al. · 2013 · 90 citations · Full text

Hardware Security, Face Detection, Facial Recognition System +11

LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization

Honglei Zhang, Fangyuan Luo, Jun Wu et al. · ACM Transactions on Information Systems · 2022 · 74 citations

Learned Image Coding for Machines: A Content-Adaptive Approach

Nam Le, Honglei Zhang, Francesco Cricri et al. · 2021 · 51 citations · Full text

Lossy Compression, Engineering, Machine Learning +17