Intelligent Detection of Large-Scale KPI Streams Anomaly Based on Transfer Learning. - Xiaoyan Duan; Ningjiang Chen; Yongsheng Xie (Big Data (CCF), 2019)

Research on mobility prediction in 5G and beyond for vertical industries. - Wenhui Wang; Xiaoyan Duan; Wanfei Sun; Ming Ai (ICCC Workshops, 2021)

Regional-union based federated learning for wireless traffic prediction in 5G-Advanced/6G network. - Jiahao Nan; Ming Ai; Aijuan Liu; Xiaoyan Duan (ICCC Workshops, 2022)

Research on 6G Network Adaptability Index System. - Wanfei Sun; Ming Ai; Xiaoyan Duan; Min Shu (ICCC Workshops, 2022)

Risk prediction model for food safety based on improved random forest integrating virtual sample. - Zhiqiang Geng; Xiaoyan Duan; Jiatong Li; Chong Chu; Yongming Han (Eng. Appl. Artif. Intell., 2022)

Research on 6G intelligent network architecture and key technologies for intelligent generation and autonomy. - Wanfei Sun; Xiaoyan Duan; Min Shu; Liping Wu; Ming Ai (ICCC Workshops, 2023)

Semisupervised anomaly detection of multivariate time series based on a variational autoencoder. - Ningjiang Chen; Huan Tu; Xiaoyan Duan; Liangqing Hu; Chengxiang Guo (Appl. Intell., 2023)

Mimicking the Mavens: Agent-based Opinion Synthesis and Emotion Prediction for Social Media Influencers. - Qinglan Wei; Ruiqi Xue; Yutian Wang; Hongjiang Xiao; Yuhao Wang; Xiaoyan Duan (CoRR, 2024)

Fault detection for multimode process based on local neighborhood-density standardization and ensemble serial global-local preserving projections processes. - Tao Li; Yongming Han; Xiaoyan Duan; Bo Ma 007; Zhiqiang Geng (Reliab. Eng. Syst. Saf., 2025)