Self-supervised graph convolutional clustering by preserving latent distribution. - Shiwen Kou; Wei Xia; Xiangdong Zhang; Quanxue Gao; Xinbo Gao 001 (Neurocomputing, 2021)

A Brief Survey and Implementation on AI for Intent-Driven Network. - Jiaorui Huang; Chungang Yang; Shiwen Kou; Yanbo Song (APCC, 2022)

SAFLA: Semantic-aware Full Lifecycle Assurance Designed for Intent-Driven Networks. - Shiwen Kou; Chungang Yang; Mingji Wu (CoRR, 2024)

GIA: LLM-Enabled Generative Intent Abstraction to Enhance Adaptability for Intent-Driven Networks. - Shiwen Kou; Chungang Yang; Mohan Gurusamy (IEEE Trans. Cogn. Commun. Netw., 2025)