Guangfeng Yan

AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning

Shao-Lun Huang, Linqi Song, Tian Lan, 2022, IEEE Journal on Selected Areas in Communications.

Adaptive Top-K in SGD for Communication-Efficient Distributed Learning

Linqi Song, Yuanzhang Xiao, Guangfeng Yan, 2022, 2210.13532.

Efficient Federated Learning with Adaptive pdf

Wenbo Ding, Linqi Song, Yang Liu, 2021 .

Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification

Qimai Li, Albert Y. S. Lam, Xiao-Ming Wu, 2020, ACL.

Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning

Tan Li, Guangfeng Yan, Linqi Song, 2023, ArXiv.

Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning

Linqi Song, Kui Wu, Tan Li, 2023, Digital Signal Processing.