PUBLICATIONS

† indicates equal contribution

2025

  1. ICML 2025
    Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding
    Jiasheng Zhang, Delvin Ce Zhang, Shuang Liang, Zhengpin Li, and 2 more authors
    Forty-Second International Conference on Machine Learning, 2025
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  2. WebConf 2025
    Fairness-aware Prompt Tuning for Graph Neural Networks
    Zhengpin Li, Minhua Lin, Jian Wang, and Suhang Wang
    Proceedings of the ACM on Web Conference, 2025
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  3. ICASSP 2025
    Time-Varying EEG Signal Reconstruction Based on Local Graph Signal Smoothness
    Yuting Cao, Jian Wang, Zhengpin Li, Xue-Qin Jiang, and 1 more author
    IEEE International Conference on Acoustics, Speech and Signal Processing, 2025
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2024

  1. ICASSP 2024
    SAM: A Self-Adaptive Attention Module for Context-Aware Recommendation System
    Jiabin Liu, Zheng Wei, Zhengpin Li, Xiaojun Mao, and 3 more authors
    IEEE International Conference on Acoustics, Speech and Signal Processing, 2024
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  2. Neural Netw.
    Beyond Smoothness: A General Optimization Framework for Graph Neural Networks with Negative Laplacian Regularization
    Zhengpin Li, Mengzhe Jia, Zheng Wei, and Jian Wang
    Neural Networks, 2024
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  3. ICASSP 2024
    Spectral Graph Neural Networks with Generalized Laguerre Approximation
    Zhengpin Li and Jian Wang
    IEEE International Conference on Acoustics, Speech and Signal Processing, 2024
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  4. Comput. Stat.
    Recent Advances on Mechanisms of Network Generation: Community, Exchangeability, and Scale-Free Properties
    Zhengpin Li, Yanxi Hou, and Tiandong Wang
    Wiley Interdisciplinary Reviews: Computational Statistics, 2024
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  5. Stat. Comput.
    Online prediction of extreme conditional quantiles via B-spline interpolation
    Zhengpin Li, Jian Wang, and Yanxi Hou
    Statistics and Computing, 2024
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2022

  1. ICASSP 2022
    Applying Differential Privacy to Tensor Completion
    Zheng Wei, Zhengpin Li, Xiaojun Mao, and Jian Wang
    IEEE International Conference on Acoustics, Speech and Signal Processing, 2022
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