Time-Series Contrastive Learning against False Negatives and Class Imbalance. - Xiyuan Jin; Jing Wang 060; Lei Liu; Youfang Lin (CoRR, 2023)

Multi-View Consistency Contrastive Learning With Hard Positives for Sleep Signals. - Jiaoxue Deng; Youfang Lin; Xiyuan Jin; Xiaojun Ning 001; Jing Wang 060 (IEEE Signal Process. Lett., 2023)

Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting. - Yiji Zhao; Youfang Lin; Haomin Wen; Tonglong Wei; Xiyuan Jin; Huaiyu Wan (IEEE Trans. Intell. Transp. Syst., 2023)

Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data kriging. - Tonglong Wei; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Yiji Zhao; Xiyuan Jin; Zhihao Wu 001; Huaiyu Wan (Knowl. Based Syst., 2024)

Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecastin. - Xiyuan Jin; Jing Wang 060; Shengnan Guo 001; Tonglong Wei; Yiji Zhao; Youfang Lin; Huaiyu Wan (Expert Syst. Appl., 2024)

Group-wise relation mining for weakly-supervised fine-grained multimodal emotion recognition. - Xiyuan Jin; Jing Wang 060; Huaiyu Qin; Xiaojun Ning 001; Tianzuo Xin; Youfang Lin (Neural Networks, 2025)