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)

A Cloud-Edge Intelligent Collaborative Framework and Its Applications in AIGC and Digital Twins. - Haiteng Wang; Lu Jiao; Tuo Zhao; Lei Ren 001 (IECON, 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)

STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework. - Wenhao Liu; Zhenyi Lu; Xinyu Hu; Jerry Zhang; Dailin Li; Jiacheng Cen; Huilin Cao; Haiteng Wang; Yuhan Li; Kun Xie 003; Dandan Li; Pei Zhang 003; et al. (ACL (Findings), 2025)

An AIGC-Driven Score-Based Diffusion Approach for Industrial Time Series. - Lei Ren 001; Jinwang Li; Haiteng Wang (IEEE Internet Things J., 2025)

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)

Efficient 3-D Model Machining Strategy Prediction With Topology-Spanning Aggregation and GMU Data Augmentation. - Lei Ren 001; Yuqing Wang; Wei Chen 001; Haiteng Wang (IEEE Trans. Ind. Informatics, 2025)

BrainStratify: Coarse-to-Fine Disentanglement of Intracranial Neural Dynamics. - Hui Zheng; Haiteng Wang; Yi-Tao Jing; Pei-Yang Lin; Han-Qing Zhao; Wei Chen; Peng-Hu Wei; Yong-Zhi Shan; Guo-Guang Zhao; Yun-Zhe Liu (CoRR, 2025)

Industrial Foundation Model. - Lei Ren 001; Haiteng Wang; Jiabao Dong; Zidi Jia; Shixiang Li; Yuqing Wang; Yuanjun Laili; Di Huang 001; Lin Zhang 009; Bo Hu Li 001 (IEEE Trans. Cybern., 2025)

STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework. - Wenhao Liu; Zhenyi Lu; Xinyu Hu; Jierui Zhang; Dailin Li; Jiacheng Cen; Huilin Cao; Haiteng Wang; Yuhan Li; Kun Xie 003; Dandan Li; Pei Zhang 003; et al. (CoRR, 2025)

FDformer: A Fuzzy Dynamic Transformer-Based Network for Efficient Industrial Time Series Prediction. - Lei Ren 001; Tuo Zhao; Haiteng Wang (IEEE Trans. Fuzzy Syst., 2025)

A Two-Stage Privacy-Preserving Domain Adaptation for Industrial Time-Series Prediction. - Zidi Jia; Lei Ren 001; Haiteng Wang; Yuanjun Laili (IEEE Trans. Emerg. Top. Comput. Intell., 2025)