[1] Yifan Xue, Shuoyan Ren, Wanqiang Cai, Yingyao Ma, Lotfi Senhadji, Huazhong Shu, Jiasong Wu*. Make your choice for multimodal knowledge graph completion. Knowledge-Based Systems, 2025, 323, 113750.
[2] Xize Wu, Jiasong Wu*, Lei Zhu, Lotfi Senhadji, Huazhong Shu. Collaborative aware bidirectional semantic reasoning for video question answering. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35(3): 2074-2086.
[3] Fuzhi Wu#, Jiasong Wu#, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu*, Guy Carrault, Lotfi Senhadji. Wavelet-Based Dual-Task Network. IEEE Transactions on Neural Networks and Learning Systems. 2024,doi: 10.1109/TNNLS.2024.3486330.
[4] Jiasong Wu*, Xuan Li, Taotao Li, Fanman Meng, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu. CSLNSpeech: solving extended speech separation problem with the help of Chinese sign language. Speech Communication, 2024, 165, 103131.
[5] Zidong Liu#,Jiasong Wu#, Zeyu Shen, Xin Chen, Qianyu Wu, Zhiguo Gui, Lotfi Senhadji, Huazhong Shu*. Improving End-to-end Sign Language Translation with Adaptive Video Representation Enhanced Transformer. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(9): 8327-8342.
[6] Fuzhi Wu#, Jiasong Wu#, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu*, Guy Carrault, Lotfi Senhadji. Multiscale low-frequency memory network for improved feature extraction in convolutional neural networks. AAAI, 2024, 5967-5975.
[7] Xiangtian Xue, Jiasong Wu*, Youyong Kong, Lotfi Senhadji, Huazhong Shu. ST-LDM: A universal framework for text-grounded object generation in real images. In 18th European Conference on Computer Vision (ECCV), Milan, ITALY, 2024, pp. 145-162.
[8] Fuzhi Wu#, Jiasong Wu#, Huazhong Shu, Guy Carrault, Lotfi Senhadji. Spatial-enhanced Multi-level Wavelet Patching in Vision Transformers. IEEE Signal Processing Letters, 2024, 31: 446-450.
[9] Jiasong Wu*, Qingchun Li, Guanyu Yang, Lei Li, Lotfi Senhadji, Huazhong Shu. Self-supervised speech denoising using only noisy audio signals. Speech Communication, 2023, 149: 63-73.
[10] Zhijian Sun, Zhuhong Shao, Yuanyuan Shang, Bicao Li, Jiasong Wu, Hui Bi. Randomized nonlinear two-dimensional principal component analysis network for object recognition, Machine Vision and Applications, 2023, 34(2): 1-9.
[11] F.Z. Wu#, J.S. Wu#, Y.Y. Kong, C.F. Yang, G.Y. Yang, H.Z. Shu*, G. Carrault, L. Senhadji. Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory. Neurocomputing, 2022, 514: 195-215.
[12] YT He, RJ Ge, XM Qi, Y Chen, JS Wu, JL Coatrieux, G Y Yang, S Li. Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness. IEEE Transactions on Neural Networks and Learning Systems.
[13] Jiasong Wu*, Xiang Qiu, Jing Zhang, Fuzhi Wu, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu. Fractional wavelet based generative scattering networks. Frontiers in Neurorobotics. 2021.
[14] Xilin Liu, Yongfei Wu, Hao Zhang, Jiasong Wu, Liming Zhang. Quaternion discrete fractional Krawtchouk transform and its application in color image encryption and watermarking. Signal Processing. 189: 108275 (2021)
[15] Yan Zhang, Yifei Li, Youyong Kong, Jiasong Wu, Jian Yang, Huazhong Shu, Gouenou Coatrieux. GSCFN: A graph self-construction and fusion network for semisupervised brain tissue segmentation in MRI. Neurocomputing, vol. 455, pp. 23-37, 2021.
[16] J.S. Wu*, L. Xu, F.Z. Wu, Y.Y. Kong, L. Senhadji, H.Z. Shu. Deep octonion networks. Neurocomputing, vol. 397, pp. 179-191, 2020.
[17] Yuting He, Guanyu Yang, Jian Yang, Yang Chen, Youyong Kong, Jiasong Wu, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger, Pengfei Shao, Shaobo Zhang, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li. Dense biased networks with deep priori anatomy and hard region adaptation: semi-supervised learning for fine renal artery segmentation. Medical Image Analysis, vol. 63, 2020.
[18] Li Liu, Da Chen, Laurent D. Cohen,Jiasong Wu, Michel Paques, Huazhong Shu*, Anisotropic tubular minimal path model with fast marching front freezing scheme, Pattern Recognition (2020), 104: 107349. doi: https://doi.org/10.1016/j.patcog.2020.107349
[19] L. Liu, J. S. Wu, D. W. Li, L. Senhadji, H. Z. Shu*. Fractional wavelet scattering network and applications. IEEE Transactions on Biomedical Engineering, vol. 66, no. 2, pp. 553-563, 2019.
