Mai, Peihua

5 publications

ICML 2025 SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding Peihua Mai, Youlong Ding, Ziyan Lyu, Minxin Du, Yan Pang

ICLRW 2025 Utilizing Language Models for Synthetic Knowledge Graph Generation Shuran Fu, Peihua Mai, Zhang Jingqi, Yan Pang

NeurIPS 2024 RFLPA: A Robust Federated Learning Framework Against Poisoning Attacks with Secure Aggregation Peihua Mai, Ran Yan, Yan Pang

ICML 2024 Split-and-Denoise: Protect Large Language Model Inference with Local Differential Privacy Peihua Mai, Ran Yan, Zhe Huang, Youjia Yang, Yan Pang

ICML 2023 Vertical Federated Graph Neural Network for Recommender System Peihua Mai, Yan Pang