Journal Publications

• [1]Shengjun Liu, Ting Zhang, Hanchao Liu, Xinru Liu.Physics-Guided Deep Learning Framework with Attention for Image Denoising.The Visual Computer (CGI2025), 2025: Accepted.
• [2]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: Accepted.
• [3]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: Accepted.
• [4]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 Machanics and Engineering, 2025, 437: 117761.
• [5]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.
• [6]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.
• [7]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.
• [8]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.
• [9]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.
• [10]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.
• [11]Shengjun Liu, Feifan Luo, Qinsong Li, Xinru Liu, Ling Hu*.AWEDD： A Descriptor Simultaneously Encoding Multiscale Extrinsic and Intrinsic Shape Features[J].The Visual Computer, 2023, 40 (4) : 2537-2554.
• [12]Ling Hu, Qinsong Li, Shengjun Liu*, Dong-Ming Yan, Haojun Xu, Xinru Liu.RFMNet: Robust Deep Functional Maps for Unsupervised Shape Correspondence[J].Graphical Models, 2023, 129
• [13]Shengjun Liu, Hongyan Liu, Wang Chen, Dongming Yan, Ling Hu, Xinru Liu, Qinsong Li*.An Anisotropic Chebyshev Descriptor and its Optimization for Deformable Shape Correspondence[J].Computational Visual Media, 2023, 9 (3) : 461-477.
• [14]Dangfu Yang, Shengjun Liu, Hu Yamin, Liu Xinru.Predictor Selection for CNN-based Statistical Downscaling of Monthly Precipitation[J].Advances in Atmospheric Sciences, 2023, 40 (6) : 1117-1131.
• [15]Shengjun Liu, Haojun Xu, Dongming Yan, Ling Hu, Xinru Liu, Qinsong Li.WTFM Layer: An Effective Map Extractor for Unsupervised Shape Correspondence.Computer Graphics Forum (Pacific Graphics 2022), 2022, 41 (7) : 51-61.
• [16]Shengjun Liu, Haibo Wang, Ling Hu, Qinsong Li*, Xinru Liu.Incremental Functional Maps for Accurate and Smooth Shape Correspondence[J].The Visual Computer (CGI2022), 2022, 38: 3313-3325.
• [17]HU Ya-min, CHEN Yun-zhu, HE Jian, LIU Sheng-jun, YAN Wen-jie, ZHAO Liang, WANG Ming-sheng, LI Zhi-hui, WANG Juan-huai, DONG Shao-rou, LIU Xin-ru*.Annual Frequency of Tropical Cyclones Directly Affecting Guangdong Province: Prediction Based on LSTM-FC[J].Journal of Tropical Meteorology, 2022, 28 (1) : 45-56.
• [18]Ruoxi Deng, Shengjun Liu, Jinxin Wang, Huibing Wang, Hanli Zhao, Xiaoqin Zhang.Learning to Decode Contextual Information for Efficient Contour Detection[C].Proceedings of the 29th ACM International Conference on Multimedia (MM ’21), 2021, 2021: 9 pages.
• [19]Shengjun Liu, Tao Liu, Ling Hu, Xinru Liu*.Variational Progressive-Iterative Approximation for RBF-based Surface Reconstruction[J].The Visual Computer （CGI2021）, 2021, 37: 2485–2497.
• [20]Shenghui Wang, Yuansheng Zhou, Xinru Liu*, Shengjun Liu, Jinyuan Tang.An advanced comprehensive approach to accurately modeling the face-milled generated spiral bevel gears[J].ASME Journal of Computing and Information Science in Engineering, 2021, 21: 1-16.