Universal Sleep Decoder: Aligning awake and sleep neural representation across subjects. - Hui Zheng; Zhongtao Chen; Haiteng Wang; Jianyang Zhou 003; Lin Zheng; Yunzhe Liu 003 (CoRR, 2023)

Time-Varying Gaussian Encoder-Based Adaptive Sensor-Weighted Method for Turbofan Engine Remaining Useful Life Prediction. - Lei Ren 001; Haiteng Wang; Zidi Jia; Yuanjun Laili; Lin Zhang 009 (IEEE Trans. Instrum. Meas., 2023)

Distributed Coordinative Control for Virtually Coupled Sky Train Set via A Novel Finite-Time Sliding Mode Control Approach. - Haiteng Wang (ICCIR, 2024)

Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals. - Hui Zheng; Haiteng Wang; Wei-Bang Jiang; Zhongtao Chen; Li He; Pei-Yang Lin; Peng-Hu Wei; Guo-Guang Zhao; Yun-Zhe Liu (NeurIPS, 2024)

Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals. - Hui Zheng; Haiteng Wang; Wei-Bang Jiang; Zhong-Tao Chen; Li He; Pei-Yang Lin; Peng-Hu Wei; Guo-Guang Zhao; Yun-Zhe Liu (CoRR, 2024)

AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models. - Lei Ren 001; Haiteng Wang; Yang Tang; Chunhua Yang 001 (CoRR, 2024)

Diff-MTS: Temporal-Augmented Conditional Diffusion-based AIGC for Industrial Time Series Towards the Large Model Era. - Lei Ren 001; Haiteng Wang; Yuanjun Laili (CoRR, 2024)

DLformer: A Dynamic Length Transformer-Based Network for Efficient Feature Representation in Remaining Useful Life Prediction. - Lei Ren 001; Haiteng Wang; Gao Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Diff-MTS: Temporal-Augmented Conditional Diffusion-Based AIGC for Industrial Time Series Toward the Large Model Era. - Lei Ren 001; Haiteng Wang; Yuanjun Laili (IEEE Trans. Cybern., 2024)

BTFormer: A BNN-Based Trend-Aware Time-Series Prediction Model for Industrial Intelligence. - Lei Ren 001; Shixiang Li; Xiaokang Wang 001; Haiteng Wang; Yuanjun Laili (IEEE Trans. Ind. Informatics, 2024)

A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction. - Lei Ren 001; Haiteng Wang; Tingyu Mo; Laurence T. Yang (IEEE Trans. Neural Networks Learn. Syst., 2025)