8 citations · 11 across the 3 of their papers we have counts for
3 papers
cs.CR2023
Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference
Tianshi Xu, Meng Li, Runsheng Wang +1
Efficient networks, e.g., MobileNetV2, EfficientNet, etc, achieves state-of-the-art (SOTA) accuracy with lightweight computation. However, existing homomorphic encryption (HE)-base…
cs.CR2023★ 8 cited
Zero-Knowledge Proof-based Practical Federated Learning on Blockchain
Zhibo Xing, Zijian Zhang, Meng Li +4
Since the concern of privacy leakage extremely discourages user participation in sharing data, federated learning has gradually become a promising technique for both academia and i…
cs.SI2021★ 3 cited
Attributed Graph Neural Networks for Recommendation Systems on Large-Scale and Sparse Graph
Yifei Zhao, Mingdong Ou, Rongzhi Zhang +1
Link prediction in structured-data is an important problem for many applications, especially for recommendation systems. Existing methods focus on how to learn the node representat…