- [1]Xinru Liu, Heyu Chai, Shengjun Liu*.FAformer: A Frequency-Aware Transformer with Adaptive Energy Decomposition for Multivariate Time Series Forecasting[J].Knowledge-Based Systems, 2025: Accepted.
- [2]Qinsong Li, Jing Meng, Haibo Wang, Shengjun Liu*.MDND: Unsupervised Learning Guided by NonDifferentiable Refinement for Shape Correspondence[C].AAAI 2026, 2025: Accepted.
- [3]Shengjun Liu, Zi Teng, Haibo Wang, Xinru Liu*.Functional map-based reflection intrinsic symmetry detection and symmetrization for 2D deformable shapes[J].Computer-aided Design, 2025, 188: 103908.
- [4]Haojun Xu, Ling Hu, Qinsong Li, Shengjun Liu*, Dong-ming Yan, Xinru Liu.Point Geometrical Coulomb Force: An Explicit and Robust Embedding for Point Cloud Analysis[J].Pattern Recognition, 2025, 170: 112025.
- [5]Shengjun Liu, Jiangxin Wu, Wenhui Wu, Lixiang Chu, Xinru Liu*.Uncertainty-Aware Gaussian Splatting with View-Dependent Regularization for High-Fidelity 3D Reconstruction[C].EGSR 2025, 2025
- [6]Zhifang Tong, Bolei Zuo, Xiaoxia Yang, Shengjun Liu*, Xinru Liu*.Continuous-Line Image Stylization Based on Hilbert Curve[J].Computer Graphics Forum (EGSR 2025), 2025, 44 (4) : e70169.
- [7]Xiaoxia Yang, Zhifang Tong, Bolei Zuo, Xinru Liu, Shengjun Liu*.Image Halftoning Using a Single Closed Non-self-intersecting Curve[C].CGI 2025, 2025
- [8]Haibo Wang, Qinsong Li, Ling Hu, Haojun Xu, Jing Meng, Xinru Liu, Yukun Lai*, Shengjun Liu*.TriAlign: Revisiting Deep Functional Map from Map Representation Alignment Perspectives[J].The Visual Computer (CGI 2025), 2025, 41: 6999–7012.
- [9]Shengjun Liu, Yu Yu, Ting Zhang, Hanchao Liu*, Xinru Liu, Deyu Meng.Architectures, Variants, and Performance of Neural Operators: A Comparative Review[J].Neurocomputing, 2025, 648: 130518.
- [10]Haojun Xu, Qinsong Li, Haibo Wang, Xinru Liu, Ling Hu*, Shengjun Liu*.A Simple and Efficient Unsupervised Functional Map for Shape Correspondence Based on Deconstruction[J].Graphical Models, 2025, 139: 101270.
- [11]Shengjun Liu, Ting Zhang, Ruoxi Deng, Xinru Liu, Hanchao Liu*.Physics-Guided Deep Learning Framework with Attention for Image Denoising[J].The Visual Computer (CGI2025), 2025, 41: 6671–6685.
- [12]Xinru Liu, Li Qiao, Wenjie Yan, Wenbin Huang, Yamin Hu*, Shengjun Liu*.Bidirectional ConvLSTM for bias correction in subseasonal-to-seasonal temperature forecast with terrain feature over China[J].QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2025, 151 (770) : e4989.
- [13]Feifan Luo, Qinsong Li, Ling Hu, Haibo Wang, Haojun Xu, Xinru Liu, Shengjun Liu*, Hongyang Chen*.Deep frequency awareness functional maps for robust shape matching[J].IEEE Transactions on Visualization and Computer Graphics, 2025, 31: 7781-7794.
- [14]Shengjun Liu, Hanchao Liu, Ting Zhang*, Xinru Liu.MS-IUFFNO：Multi-scale Implicit U-Net Enhanced Factorized Fourier Neural Operator for Solving Geometric PDEs[J].Computer Methods in Applied Mechanics and Engineering, 2025, 437: 117761.
- [15]Wenjie Yan, Shengjun Liu, Yulin Zou, Xinru Liu*, Diyao Wen, Yamin Hu, Dangfu Yang, Jiehong Xie, Liang Zhao.Convolutional Graph Neural Network with Novel Loss Strategies for Daily Temperature and Precipitation Statistical Downscaling over South China[J].Advances in Atmospheric Sciences, 2025, 42: 232-247.
- [16]Shengjun Liu, Jing Meng, Ling Hu, Yueyu Guo, Xinru Liu, Xiaoxia Yang, Haibo Wang*, Qinsong Li*.Multiscale Spectral Manifold Wavelet Regularizer for Unsupervised Deep Functional Maps[J].Computer Graphics Forum (Pacific Graphics 2024), 2024, 43 (7) : e15230.
- [17]Qinsong Li, Yueyu Guo, Xinru Liu, Ling Hu, Feifan Luo*, Shengjun Liu*.Deformable shape matching with multiple complex spectral filter operator preservation[J].The Visual Computer (CGI2024), 2024, 40 (7) : 4885-4898.
- [18]Shengjun Liu, Haibo Wang, Dong-Ming Yan, Qinsong Li*, Feifan Luo, Zi Teng, Xinru Liu.Spectral Descriptors for 3D Deformable Shape Matching: A Comparative Survey[J].IEEE Transactions on Visualization and Computer Graphics, 2025, 31 (3) : 1677-1697.
- [19]Xinru Liu, Hang Jie, Yulin Zou, Shengjun Liu*, Yamin Hu*, Shuyi Liu, Dangfu Yang, Liang Zhao, Jian He.Anthropogenic influence on 2022 June extreme rainfall over the Pearl River Basin[J].Bulletin of the American Meteorological Society, 2024, 105 (2) : E418-E424.
- [20]Shengjun Liu, Wenjie Yan, Xinru Liu*, Yamin Hu, Dangfu Yang.Interpretable convolutional neural network for analyzing precipitation in the pre-rainy season of South China[J].Journal of Applied Meteorology and Climatology, 2024, 63 (3) : 387-399.