Interpretability Evaluation of Botnet Detection Model based on Graph Neural Network. - Xiaolin Zhu; Yong Zhang 025; Zhao Zhang 023; Da Guo; Qi Li 053; Zhao Li (INFOCOM Workshops, 2022)

CSDnet:Causal Inference Aided Handover Parameter Adjusting Effect Estimation in Cellular Networks. - Xiaolei Hua; Qi Li 053; Zhao Zhang 023; Xinwen Fan; Lin Zhu; Renkai Yu; Yongqing Zhou; Yuemeng Zhang; Junlan Feng; Chao Deng; Xiangyang Yuan (ICC, 2023)

Diffusion-based Decoupled Deterministic and Uncertain Framework for Probabilistic Multivariate Time Series Forecasting. - Qi Li 053; Zhenyu Zhang 032; Lei Yao; Zhaoxia Li; Tianyi Zhong; Yong Zhang 025 (ICLR, 2025)

Casual inference-enabled graph neural networks for generalized fault diagnosis in industrial IoT system. - Zhao Zhang 023; Qi Li 053; Shenbo Liu; Zhigang Zhang; Wei Chen; Lijun Tang (Inf. Sci., 2025)

JCCMTM: Joint channel-independent and channel-dependent strategy for masked multivariate time-series modeling. - Qi Li 053; Zhenyu Zhang 032; Yong Zhang 025; Zhao Zhang 023; Lin Zhu; Xiaolei Hua; Renkai Yu; Xinwen Fan; Zhe Lei; Junlan Feng (Neural Networks, 2025)