Publications

Hao Jia, Pengfei Cao, Tong Liang, Cesar F Caiafa, Zhe Sun, Yasuhiro Kushihashi, Feng Duan, Jordi Sole-Casals, Others (2025). Short-time Variational Mode Decomposition. arXiv preprint arXiv:2501.09174.

Junichiro Makino, Toshikazu Ebisuzaki, Ryutaro Himeno, Yoshihide Hayashizaki (2024). Fast and accurate short-read alignment with hybrid hash-tree data structure. Genomics & Informatics.

横田秀夫, 吉澤信, 孫哲, 竹本智子 (2024). 特集 2 IVR における AI およびロボット手術イメージング DX- 画像処理により [みえないものを視る]-. 臨床画像.

Yixuan Zhou, Xing Xu, Zhe Sun, Jingkuan Song, Andrzej Cichocki, Heng Tao Shen (2024). VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. arXiv preprint arXiv:2409.00942.

Tianxiang Lyu, Wataru Uchida, Zhe Sun, Christina Andica, Keita Tokuda, Rui Zou, Jie Mao, Keigo Shimoji, Koji Kamagata, Mitsuhisa Sato, Others (2024). Revolutionizing MRI Data Processing Using FSL: Preliminary Findings with the Fugaku Supercomputer. arXiv preprint arXiv:2407.11742.

Xun Jiang, Xing Xu, Liqing Zhu, Zhe Sun, Andrzej Cichocki, Heng Tao Shen (2024). Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning. IEEE Transactions on Neural Networks and Learning Systems.

Shurun Wang, Hao Tang, Ryutaro Himeno, Jordi Solé-Casals, Cesar F Caiafa, Shuning Han, Shigeki Aoki, Zhe Sun (2024). Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms. Computer Methods and Programs in Biomedicine.

Haozheng Wang, Hao Jia, Zhe Sun, Feng Duan (2024). Online Hand Movement Recognition System with EEG-EMG Fusion Using One-Dimensional Convolutional Neural Network. 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Yankai Yin, Zhe Sun, Peiying Ruan, Ruidong Li, Feng Duan (2024). Learned distributed image compression with decoder side information. Digital Communications and Networks.

Shunra Yoshida, Zhe Sun, Shin Yoshizawa, Takashi Michikawa, Shigeho Noda, Ruggero Micheletto, Hideo Yokota (2024). Image Compressed Sensing Based on Vision-Inspired Importance Maps. 2024 IEEE International Conference on Imaging Systems and Techniques (IST).

Hao Jia, Pere Marti-Puig, Cesar F Caiafa, Moises Serra-Serra, Zhe Sun, Jordi Solé-Casals (2024). Exploring Tensor Completion for Missing Data Estimation in Wind Farms. IEEE Sensors Letters.

Tianxiang Lyu, Mitsuhisa Sato, Shigeki Aoki, Ryutaro Himeno, Zhe Sun (2024). Enhancing Large Scale Brain Simulation with Optimized Parallel Algorithms on Fugaku Supercomputer. 2024 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops).

Hao Jia, Shuning Han, Cesar F Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals (2024). Enabling temporal--spectral decoding in multi-class single-side upper limb classification. Engineering Applications of Artificial Intelligence.

Ying Tan, Zhe Sun, Xiangbin Teng, Pauline Larrouy-Maestri, Feng Duan, Shigeki Aoki (2024). Effective network analysis in music listening based on electroencephalogram. Computers and Electrical Engineering.

Shuning Han, Zhe Sun, Kanhao Zhao, Feng Duan, Cesar F Caiafa, Yu Zhang, Jordi Solé-Casals (2024). Early prediction of dementia using fMRI data with a graph convolutional network approach. Journal of Neural Engineering.

Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Zhe Sun, Andrzej Cichocki (2024). Cross-modal attention preservation with self-contrastive learning for composed query-based image retrieval. ACM Transactions on Multimedia Computing, Communications and Applications.

Yankai Yin, Zhe Sun, Peiying Ruan, Feng Duan, Ruidong Li, Chi Zhu (2024). Cross View Capture for Distributed Image Compression with Decoder Side Information. 2024 IEEE International Conference on Robotics and Automation (ICRA).

Tianxiang Lyu, Mitsuhisa Sato, Shigeki Aoki, Ryutaro Himeno, Zhe Sun (2024). CORTEX: Large-Scale Brain Simulator Utilizing Indegree Sub-Graph Decomposition on Fugaku Supercomputer. arXiv preprint arXiv:2406.03762.

Shan Wang, Zhe Sun, Laura Alejandra Martinez-Tejada, Natsue Yoshimura (2024). Comparison of autism spectrum disorder subtypes based on functional and structural factors. Frontiers in Neuroscience.

Hao Jia, Zihao Huang, Cesar F Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals (2024). Assessing the potential of data augmentation in EEG functional connectivity for early detection of Alzheimer’s disease. Cognitive Computation.

Shuning Han, Zhe Sun, Kanhao Zhao, Feng Duan, Cesar F Caiafa, Yu Zhang, Jordi Solé-Casals (2024). An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment.. BIOSTEC (1).

Weishan Ye, Jiyuan Wang, Lin Chen, Lifei Dai, Zhe Sun, Zhen Liang (2024). Adaptive spatial--temporal aware graph learning for EEG-based emotion recognition. Cyborg and Bionic Systems.

Jianing Xue, Zhe Sun, Feng Duan, Cesar F Caiafa, Jordi Solé-Casals (2023). Underwater sEMG-based recognition of hand gestures using tensor decomposition. Pattern Recognition Letters.

Jigang Tong, Zhengxing Xing, Xiaoying Wei, Chao Yue, Enzeng Dong, Shengzhi Du, Zhe Sun, Jordi Solé-Casals, Cesar F Caiafa (2023). Towards improving motor imagery brain--computer interface using multimodal speech imagery. Journal of Medical and Biological Engineering.

Cesar F Caiafa, Zhe Sun, Toshihisa Tanaka, Pere Marti-Puig, Jordi Solé-Casals (2023). Special Issue “Machine Learning Methods for Biomedical Data Analysis”. Sensors.

Hao Jia, Fan Feng, Cesar F Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals (2023). Multi-class classification of upper limb movements with filter bank task-related component analysis. IEEE Journal of Biomedical and Health Informatics.

Yusuke Kuniyoshi, Rin Kuriyama, Shu Omura, Carlos Enrique Gutierrez, Zhe Sun, Benedikt Feldotto, Ugo Albanese, Alois C Knoll, Taiki Yamada, Tomoya Hirayama, Others (2023). Embodied bidirectional simulation of a spiking cortico-basal ganglia-cerebellar-thalamic brain model and a mouse musculoskeletal body model distributed across computers including the supercomputer Fugaku. Frontiers in Neurorobotics.

Zhe Sun, Vassilis Cutsuridis, Cesar F Caiafa, Jordi Solé-Casals (2023). Brain simulation and spiking neural networks. Cognitive Computation.

Zhao Zhang, Shuning Han, Huaihai Yi, Feng Duan, Fei Kang, Zhe Sun, Jordi Solé-Casals, Cesar F Caiafa (2023). A brain-controlled vehicle system based on steady state visual evoked potentials. Cognitive Computation.