Perturbation Guiding Contrastive Representation Learning for Time Series Anomaly Detection. - Liaoyuan Tang; Zheng Wang 037; Guanxiong He; Rong Wang 001; Feiping Nie 001 (IJCAI, 2024)

Towards Expansive and Adaptive Hard Negative Mining: Graph Contrastive Learning via Subspace Preserving. - Zhezheng Hao; Haonan Xin; Long Wei; Liaoyuan Tang; Rong Wang 001; Feiping Nie 001 (WWW, 2024)

Language Pre-training Guided Masking Representation Learning for Time Series Classification. - Liaoyuan Tang; Zheng Wang 037; Jie Wang 024; Guanxiong He; Zhezheng Hao; Rong Wang 001; Feiping Nie 001 (AAAI, 2025)

Self-Supervised Localized Topology Consistency for Noise-Robust Hyperspectral Image Classification. - Jie Wang; Liaoyuan Tang; Guanxiong He; Zhe Cao; Zheng Wang; Rong Wang (ICASSP, 2025)

Reweighted-Boosting: A Gradient-Based Boosting Optimization Framework. - Guanxiong He; Zheng Wang 037; Liaoyuan Tang; Weizhong Yu; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)