@article{jia2027corrigendumtoshorttime,
  title = {Corrigendum to “Short-time variational mode decomposition” [Signal Processing 238 (2026) 110203]},
  author = {Jia, Hao and Cao, Pengfei and Liang, Tong and Caiafa, Cesar F. and Sun, Zhe and Kushihashi, Yasuhiro and Grau, Antoni and Bolea, Yolanda and Duan, Feng and Solé-Casals, Jordi},
  year = {2027},
  journal = {Signal Processing},
  volume = {250},
  doi = {10.1016/j.sigpro.2026.110784},
  publisher = {Elsevier BV},
  note = {Correction},
  pages = {110784},
  url = {https://doi.org/10.1016/j.sigpro.2026.110784}
}

@article{zhang2026a2vad,
  title = {A2VAD: Attribute-augmented prompt learning for weakly supervised video anomaly detection},
  author = {Xu, Chen and Wang, Zheng and Xu, Xing and Song, Jingkuan and Sun, Zhe and Cichocki, Andrzej},
  year = {2026},
  journal = {Pattern Recognition},
  volume = {180},
  doi = {10.1016/j.patcog.2026.113987},
  publisher = {Elsevier BV},
  pages = {113987},
  url = {https://doi.org/10.1016/j.patcog.2026.113987}
}

@article{ding2026imagebasedquestionanswer,
  title = {Image-based question, answer, and distractor generation: A novel multiple-choice VQA task},
  author = {Ding, Wenjian and Zhang, Yao and Wang, Jun and Jatowt, Adam and Yang, Zhenglu and Sun, Zhe and Cichocki, Andrzej},
  year = {2026},
  journal = {Knowledge-Based Systems},
  volume = {351},
  doi = {10.1016/j.knosys.2026.116831},
  publisher = {Elsevier BV},
  pages = {116831},
  url = {https://doi.org/10.1016/j.knosys.2026.116831}
}

@misc{cong2026quanviscorebasedvariational,
  title = {QuanVI: Score-based Variational Inference via Quantum Maximally Mixed States},
  author = {Cong, Yuchen and Tao, Zerui and Li, Chao and Sun, Zhe and Zhao, Qibin},
  year = {2026},
  howpublished = {arXiv},
  doi = {10.48550/arXiv.2609.39164},
  note = {Accepted to NeurIPS 2026; preprint},
  url = {https://arxiv.org/abs/2609.39164},
  eprint = {2609.39164},
  archivePrefix = {arXiv}
}

@inproceedings{li2026dtiguidedvolumetricspherical,
  title = {DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis},
  author = {Li, Binghua and Andica, Christina and Liang, Tong and Chang, Ziqing and Li, Chao and Uchida, Wataru and Takabayashi, Kaito and Zhao, Qibin and Tanaka, Toshihisa and Sun, Zhe and Aoki, Shigeki},
  year = {2026},
  booktitle = {Medical Image Computing and Computer Assisted Intervention – MICCAI 2026},
  doi = {10.1007/978-3-032-38189-7\_17},
  publisher = {Springer Nature Switzerland},
  pages = {176--185},
  url = {https://doi.org/10.1007/978-3-032-38189-7\_17}
}

@inproceedings{he2026researchonautomatedclassification,
  title = {Research on Automated Classification and Topic Discovery in Medical Reports Based on Document Embedding and Large Language Models},
  author = {He, Zehui and Li, Binghua and Zhang, Quanchen and Chang, Ziqing and Liang, Tong and Sun, Zhe},
  year = {2026},
  booktitle = {11th International Symposium on Artificial Intelligence and Robotics (ISAIR 2026)},
  note = {Conference abstract; proceedings metadata pending},
  url = {https://easychair.org/smart-program/ISAIR2026/2026-08-22.html\#talk:322984}
}

@inproceedings{tan2026multisourcedomainadaptation,
  title = {Multi-Source Domain Adaptation via Multi-Granularity Alignment for Cross-Subject EEG Emotion Recognition},
  author = {Tan, Ying and Li, Binghua and Jia, Hao and Sun, Zhe and Duan, Feng},
  year = {2026},
  booktitle = {2026 48th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
  publisher = {IEEE},
  note = {Conference paper; oral presentation (Mo.1.2.6); bibliographic details pending},
  url = {https://cmsworkshops.com/EMBC2026/view\_paper.php?PaperNum=4367\&SessionID=1016\&bare=1}
}

@article{shimazu2026largescale3dreconstruction,
  title = {Large-Scale 3D Reconstruction and Quantification of Martensite–Austenite Constituents from Serial Sectioning Images},
  author = {Shimazu, Hiroto and Michikawa, Takashi and Nakamura, Tetsuya and Yamashita, Norio and Sun, Zhe and Morita, Shinya and Hara, Toru and Umemura, Kazuo and Yokota, Hideo},
  year = {2026},
  journal = {Microscopy and Microanalysis},
  volume = {32},
  number = {Supplement\_1},
  doi = {10.1093/mam/ozag053.301},
  publisher = {Oxford University Press (OUP)},
  note = {Conference abstract},
  pages = {ozag053.301},
  url = {https://doi.org/10.1093/mam/ozag053.301}
}

@article{wang2026estimatinglowerextremitymulti,
  title = {Estimating Lower-Extremity Multi-Joint Kinematics with One IMU Sensor via Attention-based Temporal Convolutional Neural Network},
  author = {Wang, Shurun and Tang, Hao and Himeno, Ryutaro and Solé-Casals, Jordi and Tan, Ying and Mao, Jie and Caiafa, Cesar and Sun, Zhe},
  year = {2026},
  journal = {Cognitive Computation},
  volume = {18},
  number = {1},
  doi = {10.1007/s12559-026-10627-1},
  publisher = {Springer Science and Business Media LLC},
  pages = {83},
  url = {https://doi.org/10.1007/s12559-026-10627-1}
}

@article{sun2026emg,
  title = {On the robustness of EMG tensor completion under various missing patterns},
  author = {Liang, Tong and Jia, Hao and Li, Chao and Caiafa, Cesar F. and Himeno, Ryutaro and Kushihashi, Yasuhiro and Solé-Casals, Jordi and Sun, Zhe},
  year = {2026},
  journal = {Biomedical Signal Processing and Control},
  volume = {120},
  doi = {10.1016/j.bspc.2026.110028},
  publisher = {Elsevier BV},
  pages = {110028},
  url = {https://doi.org/10.1016/j.bspc.2026.110028}
}

@article{han2026comparativeanalysisofanatomical,
  title = {Comparative analysis of anatomical modularity across structural brain network models: A cognitive study in gifted children},
  author = {Han, Shuning and Vilaseca, Gemma and Vilaró, Núria and Duan, Feng and Sun, Zhe and Caiafa, Cesar F. and Solé-Casals, Jordi},
  year = {2026},
  journal = {Intelligence},
  volume = {117},
  doi = {10.1016/j.intell.2026.102029},
  publisher = {Elsevier BV},
  pages = {102029},
  url = {https://doi.org/10.1016/j.intell.2026.102029}
}

@inproceedings{cong2026scorebasedvariationalinference,
  title = {Score-based Variational Inference via Quantum Maximally Mixed States},
  author = {Cong, Yuchen and Sun, Zhe and Li, Chao},
  year = {2026},
  booktitle = {Proceedings of the 40th Annual Conference of the Japanese Society for Artificial Intelligence},
  publisher = {The Japanese Society for Artificial Intelligence},
  note = {Work-in-progress conference contribution},
  pages = {4O5-IS-2c-05},
  url = {https://pub.confit.atlas.jp/ja/event/jsai2026/presentation/4O5-IS-2c-05}
}

@inproceedings{huang2026tensorbrainstructuredprobabilistic,
  title = {Tensor Brain: Structured Probabilistic Modeling for Neural Population Activity with Tensor Networks},
  author = {Huang, Yunyu and Wu, Fujia and Chen, Dairui and Gu, Xiaowei and Sun, Zhe and Li, Chao},
  year = {2026},
  booktitle = {Proceedings of the 40th Annual Conference of the Japanese Society for Artificial Intelligence},
  doi = {10.11517/pjsai.jsai2026.0\_1yina49},
  publisher = {The Japanese Society for Artificial Intelligence},
  pages = {1Yin-A-49},
  url = {https://pub.confit.atlas.jp/ja/event/jsai2026/presentation/1Yin-A-49}
}

@article{nakatsuka2026balancebeam,
  title = {Improving the approval of jumping techniques on the balance beam focusing on the “switch leap to ring position”},
  author = {Ishikawa, Misato and Yasu, Yune and Koizumi, Kazuyuki and Yanagiya, Toshio and Hata, Keiichiro and Tomita, Hiroyuki and Kozachenko, Olga and Hisanaga, Shota and Nonomura, Shogo and Sun, Zhe and Oda, Toshiaki and Waki, Hidefumi and Harada, Mutsumi},
  year = {2026},
  journal = {Frontiers in Sports and Active Living},
  volume = {8},
  doi = {10.3389/fspor.2026.1798778},
  publisher = {Frontiers Media SA},
  pages = {1798778},
  url = {https://doi.org/10.3389/fspor.2026.1798778}
}

@article{sun2026factually,
  title = {Factually Consistent Prompting with LLMs for Cross-Lingual Dialogue Summarization},
  author = {Bao, Zhongtian and Ding, Wenjian and Zhang, Yao and Wang, Jun and Sun, Zhe and Cichocki, Andrzej and Yang, Zhenglu},
  year = {2026},
  journal = {Computers},
  volume = {15},
  number = {3},
  doi = {10.3390/computers15030197},
  publisher = {MDPI AG},
  pages = {197},
  url = {https://doi.org/10.3390/computers15030197}
}

@article{jiang2026multisource,
  title = {Multi-source self-guided domain adaptation framework for EEG-based emotion recognition},
  author = {Tan, Ying and Li, Binghua and Sun, Zhe and Duan, Feng and Solé-Casals, Jordi},
  year = {2026},
  journal = {Medical \& Biological Engineering \& Computing},
  volume = {64},
  number = {3},
  doi = {10.1007/s11517-025-03479-8},
  publisher = {Springer Science and Business Media LLC},
  pages = {861--871},
  url = {https://doi.org/10.1007/s11517-025-03479-8}
}

@article{wang2026a,
  title = {A robust denoising diffusion framework for completing missing regions of multiple biomedical signals},
  author = {Wang, Shurun and Tang, Hao and Himeno, Ryutaro and Solé-Casals, Jordi and Caiafa, Cesar F. and Aoki, Shigeki and Sun, Zhe},
  year = {2026},
  journal = {Biomedical Signal Processing and Control},
  volume = {113},
  doi = {10.1016/j.bspc.2025.108788},
  publisher = {Elsevier BV},
  pages = {108788},
  url = {https://doi.org/10.1016/j.bspc.2025.108788}
}

@article{zhang2026adaptive,
  title = {Adaptive knowledge selection in dialogue systems: Accommodating diverse knowledge types, requirements, and generation models},
  author = {Zhang, Yao and Qin, Lang and Bao, Zhongtian and Liang, Hongru and Wang, Jun and Yang, Zhenglu and Sun, Zhe and Cichocki, Andrzej},
  year = {2026},
  journal = {Neural Networks},
  volume = {194},
  doi = {10.1016/j.neunet.2025.108133},
  publisher = {Elsevier BV},
  pages = {108133},
  url = {https://doi.org/10.1016/j.neunet.2025.108133}
}

@article{sun2026braincognition,
  title = {Revealing Structural Brain-Cognition Relationships in Children: A Comparison of Morphometric Similarity and INverse Divergence Networks},
  author = {Han, Shuning and Jia, Hao and Vilaseca, Gemma and Vilaró, Núria and Duan, Feng and Sun, Zhe and Caiafa, Cesar F. and Solé-Casals, Jordi},
  year = {2026},
  journal = {Neuroinformatics},
  volume = {24},
  number = {1},
  doi = {10.1007/s12021-025-09764-z},
  publisher = {Springer Science and Business Media LLC},
  pages = {4},
  url = {https://doi.org/10.1007/s12021-025-09764-z}
}

@article{jia2025short,
  title = {Short-time variational mode decomposition},
  author = {Jia, Hao and Cao, Pengfei and Liang, Tong and Caiafa, Cesar F. and Sun, Zhe and Kushihashi, Yasuhiro and Grau, Antoni and Bolea, Yolanda and Duan, Feng and Solé-Casals, Jordi},
  year = {2026},
  journal = {Signal Processing},
  volume = {238},
  doi = {10.1016/j.sigpro.2025.110203},
  publisher = {Elsevier BV},
  pages = {110203},
  url = {https://doi.org/10.1016/j.sigpro.2025.110203}
}

@inproceedings{liang2025real,
  title = {Real-Time Anomaly Detection and Completion in Data Streams Based on RRCF and RTHaLRTC Tensor Completion},
  author = {Liang, Tong and Jia, Hao and Li, Binghua and Chang, Ziqing and Li, Chao and Guo, Jiahe and Zhang, Kai and Solé-Casals, Jordi and Kushihashi, Yasuhiro and Himeno, Ryutaro and Sun, Zhe},
  year = {2026},
  booktitle = {Neural Information Processing},
  doi = {10.1007/978-981-95-4381-6\_31},
  publisher = {Springer Nature Singapore},
  pages = {455--469},
  url = {https://doi.org/10.1007/978-981-95-4381-6\_31}
}

@inproceedings{li2025parameter,
  title = {Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks},
  author = {Li, Binghua and Chang, Ziqing and Liang, Tong and Li, Chao and Tanaka, Toshihisa and Aoki, Shigeki and Zhao, Qibin and Sun, Zhe},
  year = {2026},
  booktitle = {Medical Image Computing and Computer Assisted Intervention – MICCAI 2025},
  doi = {10.1007/978-3-032-04965-0\_36},
  publisher = {Springer Nature Switzerland},
  pages = {382--392},
  url = {https://doi.org/10.1007/978-3-032-04965-0\_36}
}

@article{sun2026morenet,
  title = {MoRE-Net: An Interpretable and Modality-robust Model for Brain Tumor Grading},
  author = {Li, Binghua and Li, Chao and Uchida, Wataru and Tanaka, Toshihisa and Zhao, Qibin and Aoki, Shigeki and Sun, Zhe},
  year = {2026},
  journal = {Magnetic Resonance in Medical Sciences},
  volume = {25},
  number = {1},
  doi = {10.2463/mrms.mp.2025-0107},
  publisher = {Japanese Society for Magnetic Resonance in Medicine},
  pages = {mp.2025-0107},
  url = {https://doi.org/10.2463/mrms.mp.2025-0107}
}

@inproceedings{sun2026fallriskimu,
  title = {Fall Risk Classification in Older Adults Using Wearable IMU Data: A Comparative Study of Validation Strategies and Model Complexity},
  author = {Urbina-Córdoba, Judith and Han, Shuning and Sun, Zhe and Himeno, Ryutaro and Arcos, David and Solé-Casals, Jordi},
  year = {2026},
  booktitle = {Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies},
  doi = {10.5220/0014703700004070},
  publisher = {SCITEPRESS - Science and Technology Publications},
  pages = {201--212},
  url = {https://doi.org/10.5220/0014703700004070}
}

@article{jiang2026egocentriconlineactionsegmentation,
  title = {Egocentric Online Action Segmentation via Parametric Context Memory Learning},
  author = {Jiang, Xun and Xu, Xing and Liu, Chong and Wang, Zheng and Song, Jingkuan and Sun, Zhe and Cichocki, Andrzej and Shen, Heng Tao},
  year = {2026},
  journal = {IEEE Transactions on Image Processing},
  volume = {35},
  doi = {10.1109/tip.2026.3714835},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {8246--8259},
  url = {https://doi.org/10.1109/tip.2026.3714835}
}

@article{sun2026density,
  title = {Density-Based Adaptive Mode Decomposition},
  author = {Jia, Hao and Yang, Chunyu and Caiafa, Cesar F. and Sun, Zhe and Duan, Feng and Solé-Casals, Jordi},
  year = {2026},
  journal = {IEEE Transactions on Signal Processing},
  volume = {74},
  doi = {10.1109/tsp.2026.3675233},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {1368--1382},
  url = {https://doi.org/10.1109/tsp.2026.3675233}
}

@article{bao2026collaborated,
  title = {Collaborated With Hallucination: Enhancing Egocentric Grounded Question Answering via Error Demonstrations},
  author = {Li, Shenshen and Xu, Xing and Shen, Fumin and Sun, Zhe and Cichocki, Andrzej and Shen, Heng Tao},
  year = {2026},
  journal = {IEEE Transactions on Image Processing},
  volume = {35},
  doi = {10.1109/tip.2026.3666732},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {2438--2453},
  url = {https://doi.org/10.1109/tip.2026.3666732}
}

@inproceedings{sun2026svmfallrisk,
  title = {An Exploratory Study on SVM-Based Fall-Risk Classification Using Hybrid IMU-Derived and Clinical Features},
  author = {Urbina-Córdoba, Judith and Han, Shuning and Sun, Zhe and Himeno, Ryutaro and Arcos, David and Solé-Casals, Jordi},
  year = {2026},
  booktitle = {Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies},
  doi = {10.5220/0014672900004070},
  publisher = {SCITEPRESS - Science and Technology Publications},
  pages = {537--544},
  url = {https://doi.org/10.5220/0014672900004070}
}

@inproceedings{gao2026acrossmodalitycomparison,
  title = {A Cross-Modality Comparison between Structural and Functional Brain Connectivity and Individual Differences in Intelligence},
  author = {Gao, Sue and Liang, Tong and Sun, Zhe and Caiafa, Cesar and Solé-Casals, Jordi},
  year = {2026},
  booktitle = {Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies},
  doi = {10.5220/0014327800004070},
  publisher = {SCITEPRESS - Science and Technology Publications},
  pages = {71--79},
  url = {https://doi.org/10.5220/0014327800004070}
}

@article{han2025enhanced,
  title = {Enhanced Scene-Specific Saliency Prediction Incorporating Scene Information},
  author = {Han, Shuning and Sun, Zhe and Michikawa, Takashi and Caiafa, Cesar F. and Solé-Casals, Jordi and Yokota, Hideo},
  year = {2025},
  journal = {Cognitive Computation},
  volume = {17},
  number = {6},
  doi = {10.1007/s12559-025-10506-1},
  publisher = {Springer Science and Business Media LLC},
  pages = {155},
  url = {https://doi.org/10.1007/s12559-025-10506-1}
}

@inproceedings{oikawa2025consistentvideocompressionusing,
  title = {Consistent Video Compression using H.266/VVC based on Spatio-Temporal Color Gradients},
  author = {Oikawa, Kotaro and Sun, Zhe and Michikawa, Takashi and Yoshizawa, Shin and Noda, Shigeho and Micheletto, Ruggero and Yokota, Hideo},
  year = {2025},
  booktitle = {2025 Thirteenth International Symposium on Computing and Networking Workshops (CANDARW)},
  doi = {10.1109/candarw68385.2025.00064},
  publisher = {IEEE},
  pages = {338--342},
  url = {https://doi.org/10.1109/candarw68385.2025.00064}
}

@inproceedings{hu2025geometric,
  title = {Geometric Gradient Divergence Modulation for Imbalanced Multimodal Learning},
  author = {Hu, Disen and Jiang, Xun and Sun, Zhe and Yang, Hao and Peng, Chong and Yan, Peng and Shen, Heng Tao and Xu, Xing},
  year = {2025},
  booktitle = {Proceedings of the 33rd ACM International Conference on Multimedia},
  doi = {10.1145/3746027.3755139},
  publisher = {ACM},
  pages = {1337--1345},
  url = {https://doi.org/10.1145/3746027.3755139}
}

@article{wang2025ecgdenoiser,
  title = {ECGDenoiser: A Magnitude-Aware Deep Learning Framework with Phase Retrieval for Electrocardiogram Signal Enhancement},
  author = {Wang, Shurun and Tang, Hao and Himeno, Ryutaro and Solé-Casals, Jordi and Caiafa, Cesar F. and Aoki, Shigeki and Sun, Zhe},
  year = {2025},
  journal = {Circuits, Systems, and Signal Processing},
  volume = {44},
  number = {10},
  doi = {10.1007/s00034-025-03142-5},
  publisher = {Springer Science and Business Media LLC},
  pages = {7526--7548},
  url = {https://doi.org/10.1007/s00034-025-03142-5}
}

@inproceedings{hu2025socialoptimumassistedgradient,
  title = {Social Optimum Assisted Gradient Modulation for Imbalanced Multimodal Learning},
  author = {Hu, Disen and Jiang, Xun and Sun, Zhe and Yang, Hao and Peng, Chong and Yan, Peng and Xu, Xing},
  year = {2025},
  booktitle = {2025 IEEE International Conference on Multimedia and Expo (ICME)},
  doi = {10.1109/icme59968.2025.11210066},
  publisher = {IEEE},
  pages = {1--6},
  url = {https://doi.org/10.1109/icme59968.2025.11210066}
}

@inproceedings{hu2025heterogeneous,
  title = {Heterogeneous Graph Embedding for Multimodal Multi-Label Emotion Recognition},
  author = {Hu, Disen and Jiang, Xun and Sun, Zhe and Shen, Fumin and Xu, Xing},
  year = {2025},
  booktitle = {Proceedings of the 2025 International Conference on Multimedia Retrieval},
  doi = {10.1145/3731715.3733353},
  publisher = {ACM},
  pages = {460--468},
  url = {https://doi.org/10.1145/3731715.3733353}
}

@article{resisting_noise_in_pseudo_labels_audible_video_event_parsing_with_evidential_learning,
  title = {Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning},
  author = {Jiang, Xun and Xu, Xing and Zhu, Liqing and Sun, Zhe and Cichocki, Andrzej and Shen, Heng Tao},
  year = {2025},
  journal = {IEEE Transactions on Neural Networks and Learning Systems},
  volume = {36},
  number = {6},
  doi = {10.1109/tnnls.2024.3505674},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {10874--10888},
  url = {https://doi.org/10.1109/tnnls.2024.3505674}
}

@article{liu2025hsbnn,
  title = {HSBNN: A High-Scalable Bayesian Neural Networks Accelerator Based on Field Programmable Gate Arrays (FPGA)},
  author = {Liu, Yinghao and Zhang, Hao and Sun, Zhe and Duan, Feng and Ma, Yuan and Lu, Wenyi and Caiafa, Cesar F. and Solé-Casals, Jordi},
  year = {2025},
  journal = {Cognitive Computation},
  volume = {17},
  number = {3},
  doi = {10.1007/s12559-025-10455-9},
  publisher = {Springer Science and Business Media LLC},
  pages = {100},
  url = {https://doi.org/10.1007/s12559-025-10455-9}
}

@article{duan2025free,
  title = {Free-Head Gaze Estimation with Deep Learning},
  author = {Duan, Feng and Song, Zhuochao and Chen, Xuyi and Yin, Shifan and Sun, Zhe and Liang, Bing and Guo, Yisha},
  year = {2025},
  journal = {Cognitive Computation},
  volume = {17},
  number = {3},
  doi = {10.1007/s12559-025-10452-y},
  publisher = {Springer Science and Business Media LLC},
  pages = {95},
  url = {https://doi.org/10.1007/s12559-025-10452-y}
}

@inproceedings{li2025so,
  title = {So Far Yet So Near: Time Series Data Augmentation with Exploring non-Semantic Boundaries based on Reinforcement Learning},
  author = {Li, Haoran and Zhang, Zhibo and Kang, Jiarong and Jiang, Xun and Gong, Xiaoli and Zhang, Jin and Sun, Zhe and Cichocki, Andrzej},
  year = {2025},
  booktitle = {ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  doi = {10.1109/icassp49660.2025.10889129},
  publisher = {IEEE},
  pages = {1--5},
  url = {https://doi.org/10.1109/icassp49660.2025.10889129}
}

@inproceedings{li2025essentia,
  title = {Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model},
  author = {Li, Haoran and Zhang, Zhibo and Li, Yuchen and Gong, Xiaoli and Zhang, Jin and Lu, Tingjuan and Zhou, Jin and Sun, Zhe and Cichocki, Andrzej},
  year = {2025},
  booktitle = {ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  doi = {10.1109/icassp49660.2025.10887905},
  publisher = {IEEE},
  pages = {1--5},
  url = {https://doi.org/10.1109/icassp49660.2025.10887905}
}

@article{learned_distributed_image_compression_with_decoder_side_information,
  title = {Learned distributed image compression with decoder side information},
  author = {Yin, Yankai and Sun, Zhe and Ruan, Peiying and Li, Ruidong and Duan, Feng},
  year = {2025},
  journal = {Digital Communications and Networks},
  volume = {11},
  number = {2},
  doi = {10.1016/j.dcan.2024.06.001},
  publisher = {Elsevier BV},
  pages = {349--358},
  url = {https://doi.org/10.1016/j.dcan.2024.06.001}
}

@article{li20252,
  title = {A²DM: Enhancing EEG Artifact Removal by Fusing Artifact Representation into the Time-Frequency Domain},
  author = {Li, Haoran and Feng, Fan and Kang, Jiarong and Zhang, Jin and Gong, Xiaoli and Lu, Tingjuan and Li, Shuang and Sun, Zhe and Solé-Casals, Jordi},
  year = {2025},
  journal = {Cognitive Computation},
  volume = {17},
  number = {2},
  doi = {10.1007/s12559-025-10442-0},
  publisher = {Springer Science and Business Media LLC},
  pages = {84},
  url = {https://doi.org/10.1007/s12559-025-10442-0}
}

@article{sun2025progressontheapplication,
  title = {Progress on the application of supercomputer brain simulation technology},
  author = {Sun, Zhe},
  year = {2025},
  journal = {Chinese Journal of Contemporary Neurology and Neurosurgery},
  volume = {25},
  number = {2},
  doi = {10.3969/j.issn.1672-6731.2025.02.003},
  note = {Review article},
  pages = {112--120},
  url = {https://journal11.magtechjournal.com/cjcnn/CN/10.3969/j.issn.1672-6731.2025.02.003}
}

@article{liang2025predicting,
  title = {Predicting nasal diseases based on microbiota relationship network},
  author = {Liang, Yibo and Mao, Jie and Qiu, Tianlei and Li, Binghua and Zhang, Chenting and Zhang, Kai and Sun, Zhe and Zhang, Guimin},
  year = {2025},
  journal = {Science Progress},
  volume = {108},
  number = {1},
  doi = {10.1177/00368504251320832},
  publisher = {SAGE Publications},
  pages = {00368504251320832},
  url = {https://doi.org/10.1177/00368504251320832}
}

@article{vq_flow_taming_normalizing_flows_for_multi_class_anomaly_detection_via_hierarchical_vector_quantization,
  title = {VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization},
  author = {Zhou, Yixuan and Xu, Xing and Sun, Zhe and Song, Jingkuan and Cichocki, Andrzej and Shen, Heng Tao},
  year = {2025},
  journal = {IEEE Transactions on Multimedia},
  volume = {27},
  doi = {10.1109/tmm.2025.3590900},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {6884--6895},
  url = {https://doi.org/10.1109/tmm.2025.3590900}
}

@article{WATARU UCHIDA2025JMJ24-0037-R,
  title = {Data Science in Medical and Healthcare: Current Landscape},
  author = {Uchida, Wataru and Sen, Guo and Sun, Zhe and Lyu, Tianxiang and Andica, Christina and Takabayashi, Kaito and Tokuda, Keita and Shimoji, Keigo and Kamagata, Koji and Masutani, Yoshitaka and Sato, Mitsuhisa and Himeno, Ryutaro and Aoki, Shigeki},
  year = {2025},
  journal = {Juntendo Medical Journal},
  volume = {71},
  number = {2},
  doi = {10.14789/ejmj.jmj24-0037-r},
  publisher = {The Jutendo Medical Journal},
  pages = {82--89},
  url = {https://doi.org/10.14789/ejmj.jmj24-0037-r}
}

@article{Binghua Li2025mp.2024-0206,
  title = {Are Diffusion Models Effective Good Feature Extractors for MRI Discriminative Tasks?},
  author = {Li, Binghua and Sun, Zhe and Li, Chao and Kamagata, Koji and Andica, Christina and Uchida, Wataru and Takabayashi, Kaito and Guo, Sen and Zou, Rui and Aoki, Shigeki and Tanaka, Toshihisa and Zhao, Qibin},
  year = {2025},
  journal = {Magnetic Resonance in Medical Sciences},
  volume = {24},
  number = {4},
  doi = {10.2463/mrms.mp.2024-0206},
  publisher = {Japanese Society for Magnetic Resonance in Medicine},
  pages = {mp.2024-0206},
  url = {https://doi.org/10.2463/mrms.mp.2024-0206}
}

@inproceedings{han2025analyzingcognitivepatternsin,
  title = {Analyzing Cognitive Patterns in Gifted Children Using MRI and Morphometric Similarity Networks},
  author = {Han, Shuning and Duan, Feng and Vilaseca, Gemma and Vilaró, Núria and Caiafa, Cesar and Sun, Zhe and Solé-Casals, Jordi},
  year = {2025},
  booktitle = {Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies},
  doi = {10.5220/0013169200003911},
  publisher = {SCITEPRESS - Science and Technology Publications},
  pages = {729--740},
  url = {https://doi.org/10.5220/0013169200003911}
}

@article{Optimizing-graph-neural-network-architectures-for-schizophrenia-spectrum-disorder-prediction-using-evolutionary-algorithms,
  title = {Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms},
  author = {Wang, Shurun and Tang, Hao and Himeno, Ryutaro and Solé-Casals, Jordi and Caiafa, Cesar F. and Han, Shuning and Aoki, Shigeki and Sun, Zhe},
  year = {2024},
  journal = {Computer Methods and Programs in Biomedicine},
  volume = {257},
  doi = {10.1016/j.cmpb.2024.108419},
  publisher = {Elsevier BV},
  pages = {108419},
  url = {https://doi.org/10.1016/j.cmpb.2024.108419}
}

@article{Exploring-tensor-completion-for-missing-data-estimation-in-wind-farms,
  title = {Exploring Tensor Completion for Missing Data Estimation in Wind Farms},
  author = {Jia, Hao and Marti-Puig, Pere and Caiafa, Cesar F and Serra-Serra, Moises and Sun, Zhe and Solé-Casals, Jordi},
  year = {2024},
  journal = {IEEE Sensors Letters},
  volume = {8},
  number = {12},
  doi = {10.1109/lsens.2024.3488560},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {1--4},
  url = {https://doi.org/10.1109/lsens.2024.3488560}
}

@inproceedings{online_hand_movement_recognition_system_with_eeg_emg_fusion_using_one_dimensional_convolutional_neural_network,
  title = {Online Hand Movement Recognition System with EEG-EMG Fusion Using One-Dimensional Convolutional Neural Network},
  author = {Wang, Haozheng and Jia, Hao and Sun, Zhe and Duan, Feng},
  year = {2024},
  booktitle = {2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  doi = {10.1109/iros58592.2024.10801364},
  publisher = {IEEE},
  pages = {11442--11447},
  url = {https://doi.org/10.1109/iros58592.2024.10801364}
}

@inproceedings{image_compressed_sensing_based_on_vision_inspired_importance_maps,
  title = {Image Compressed Sensing Based on Vision-Inspired Importance Maps},
  author = {Yoshida, Shunra and Sun, Zhe and Yoshizawa, Shin and Michikawa, Takashi and Noda, Shigeho and Micheletto, Ruggero and Yokota, Hideo},
  year = {2024},
  booktitle = {2024 IEEE International Conference on Imaging Systems and Techniques (IST)},
  doi = {10.1109/ist63414.2024.10759151},
  publisher = {IEEE},
  pages = {1--6},
  url = {https://doi.org/10.1109/ist63414.2024.10759151}
}

@article{comparison_of_autism_spectrum_disorder_subtypes_based_on_functional_and_structural_factors,
  title = {Comparison of autism spectrum disorder subtypes based on functional and structural factors},
  author = {Wang, Shan and Sun, Zhe and Martinez-Tejada, Laura Alejandra and Yoshimura, Natsue},
  year = {2024},
  journal = {Frontiers in Neuroscience},
  volume = {18},
  doi = {10.3389/fnins.2024.1440222},
  publisher = {Frontiers Media SA},
  pages = {1440222},
  url = {https://doi.org/10.3389/fnins.2024.1440222}
}

@inproceedings{Enhancing-large-scale-brain-simulation-with-optimized-parallel-Algorithms-on-fugaku-supercomputer,
  title = {Enhancing Large Scale Brain Simulation with Optimized Parallel Algorithms on Fugaku Supercomputer},
  author = {Lyu, Tianxiang and Sato, Mitsuhisa and Aoki, Shigeki and Himeno, Ryutaro and Sun, Zhe},
  year = {2024},
  booktitle = {2024 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops)},
  doi = {10.1109/clusterworkshops61563.2024.00034},
  publisher = {IEEE},
  pages = {152--153},
  url = {https://doi.org/10.1109/clusterworkshops61563.2024.00034}
}

@misc{revolutionizing_mri_data_processing_using_fsl_preliminary_findings_with_the_fugaku_supercomputer,
  title = {Revolutionizing MRI Data Processing Using FSL: Preliminary Findings with the Fugaku Supercomputer},
  author = {Lyu, Tianxiang and Uchida, Wataru and Sun, Zhe and Andica, Christina and Tokuda, Keita and Zou, Rui and Mao, Jie and Shimoji, Keigo and Kamagata, Koji and Sato, Mitsuhisa and Himeno, Ryutaro and Aoki, Shigeki},
  year = {2024},
  howpublished = {arXiv},
  doi = {10.48550/arXiv.2407.11742},
  note = {Preprint},
  url = {https://arxiv.org/abs/2407.11742},
  eprint = {2407.11742},
  archivePrefix = {arXiv}
}

@article{enabling_temporal_spectral_decoding_in_multi_class_single_side_upper_limb_classification,
  title = {Enabling temporal–spectral decoding in multi-class single-side upper limb classification},
  author = {Jia, Hao and Han, Shuning and Caiafa, Cesar F. and Duan, Feng and Zhang, Yu and Sun, Zhe and Solé-Casals, Jordi},
  year = {2024},
  journal = {Engineering Applications of Artificial Intelligence},
  volume = {133},
  doi = {10.1016/j.engappai.2024.108473},
  publisher = {Elsevier BV},
  pages = {108473},
  url = {https://doi.org/10.1016/j.engappai.2024.108473}
}

@article{effective_network_analysis_in_music_listening_based_on_electroencephalogram,
  title = {Effective network analysis in music listening based on electroencephalogram},
  author = {Tan, Ying and Sun, Zhe and Teng, Xiangbin and Larrouy-Maestri, Pauline and Duan, Feng and Aoki, Shigeki},
  year = {2024},
  journal = {Computers and Electrical Engineering},
  volume = {117},
  doi = {10.1016/j.compeleceng.2024.109191},
  publisher = {Elsevier BV},
  pages = {109191},
  url = {https://doi.org/10.1016/j.compeleceng.2024.109191}
}

@article{cross_modal_attention_preservation_with_self_contrastive_learning_for_composed_query_based_image_retrieval,
  title = {Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval},
  author = {Li, Shenshen and Xu, Xing and Jiang, Xun and Shen, Fumin and Sun, Zhe and Cichocki, Andrzej},
  year = {2024},
  journal = {ACM Transactions on Multimedia Computing, Communications, and Applications},
  volume = {20},
  number = {6},
  doi = {10.1145/3639469},
  publisher = {Association for Computing Machinery (ACM)},
  pages = {1--22},
  url = {https://doi.org/10.1145/3639469}
}

@misc{cortex_large_scale_brain_simulator_utilizing_indegree_sub_graph_decomposition_on_fugaku_supercomputer,
  title = {CORTEX: Large-Scale Brain Simulator Utilizing Indegree Sub-Graph Decomposition on Fugaku Supercomputer},
  author = {Lyu, Tianxiang and Sato, Mitsuhisa and Aoki, Shigeki and Himeno, Ryutaro and Sun, Zhe},
  year = {2024},
  howpublished = {arXiv},
  doi = {10.48550/arXiv.2406.03762},
  note = {Preprint},
  url = {https://arxiv.org/abs/2406.03762},
  eprint = {2406.03762},
  archivePrefix = {arXiv}
}

@inproceedings{cross_view_capture_for_distributed_image_compression_with_decoder_side_information,
  title = {Cross View Capture for Distributed Image Compression with Decoder Side Information},
  author = {Yin, Yankai and Sun, Zhe and Ruan, Peiying and Duan, Feng and Li, Ruidong and Zhu, Chi},
  year = {2024},
  booktitle = {2024 IEEE International Conference on Robotics and Automation (ICRA)},
  doi = {10.1109/icra57147.2024.10611242},
  publisher = {IEEE},
  pages = {9300--9305},
  url = {https://doi.org/10.1109/icra57147.2024.10611242}
}

@misc{li2024maprotonetamultiscale,
  title = {MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification},
  author = {Li, Binghua and Mao, Jie and Sun, Zhe and Li, Chao and Zhao, Qibin and Tanaka, Toshihisa},
  year = {2024},
  howpublished = {arXiv},
  doi = {10.48550/arXiv.2404.08917},
  note = {Preprint},
  url = {https://arxiv.org/abs/2404.08917},
  eprint = {2404.08917},
  archivePrefix = {arXiv}
}

@article{early_prediction_of_dementia_using_fmri_data_with_a_graph_convolutional_network_approach,
  title = {Early prediction of dementia using fMRI data with a graph convolutional network approach},
  author = {Han, Shuning and Sun, Zhe and Zhao, Kanhao and Duan, Feng and Caiafa, Cesar F and Zhang, Yu and Solé-Casals, Jordi},
  year = {2024},
  journal = {Journal of Neural Engineering},
  volume = {21},
  number = {1},
  doi = {10.1088/1741-2552/ad1e22},
  publisher = {IOP Publishing},
  pages = {016013},
  url = {https://doi.org/10.1088/1741-2552/ad1e22}
}

@article{tokushu_2_IVR_ni_okeru_AI_oyobi_robotto_shujutsu_imaging_DX_gazou_shori_ni_yori,
  title = {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]-},
  author = {{横田秀夫} and {吉澤信} and {孫哲} and {竹本智子}},
  year = {2024},
  journal = {臨床画像},
  volume = {40},
  number = {1},
  publisher = {メジカルビュー社},
  note = {Japanese review article},
  pages = {80–86}
}

@article{assessing_the_potential_of_data_augmentation_in_eeg_functional_connectivity_for_early_detection_of_alzheimers_disease,
  title = {Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer’s Disease},
  author = {Jia, Hao and Huang, Zihao and Caiafa, Cesar F. and Duan, Feng and Zhang, Yu and Sun, Zhe and Solé-Casals, Jordi},
  year = {2024},
  journal = {Cognitive Computation},
  volume = {16},
  number = {1},
  doi = {10.1007/s12559-023-10188-7},
  publisher = {Springer Science and Business Media LLC},
  pages = {229--242},
  url = {https://doi.org/10.1007/s12559-023-10188-7}
}

@article{adaptive_spatial_temporal_aware_graph_learning_for_eeg_based_emotion_recognition,
  title = {Adaptive Spatial–Temporal Aware Graph Learning for EEG-Based Emotion Recognition},
  author = {Ye, Weishan and Wang, Jiyuan and Chen, Lin and Dai, Lifei and Sun, Zhe and Liang, Zhen},
  year = {2024},
  journal = {Cyborg and Bionic Systems},
  volume = {5},
  doi = {10.34133/cbsystems.0088},
  publisher = {American Association for the Advancement of Science (AAAS)},
  pages = {0088},
  url = {https://doi.org/10.34133/cbsystems.0088}
}

@article{mao2024predictionandanalysisof,
  title = {Prediction and Analysis of Fall Risk in the Elderly Using Multimodal Data マルチモデルデータを用いた高齢者の転倒リスク予測方法の検討},
  author = {MAO, Jie and NODA, Shigeho and Sun, Zhe and HIMENO, Ryutaro},
  year = {2024},
  journal = {The Proceedings of The Computational Mechanics Conference},
  volume = {2024.37},
  number = {0},
  doi = {10.1299/jsmecmd.2024.37.os-1707},
  publisher = {Japan Society of Mechanical Engineers},
  pages = {OS--1707},
  url = {https://doi.org/10.1299/jsmecmd.2024.37.os-1707}
}

@inproceedings{an_insight_into_neurodegeneration_harnessing_functional_mri_connectivity_in_the_diagnosis_of_mild_cognitive_impairment,
  title = {An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment},
  author = {Han, Shuning and Sun, Zhe and Zhao, Kanhao and Duan, Feng and Caiafa, Cesar and Zhang, Yu and Solé-Casals, Jordi},
  year = {2024},
  booktitle = {Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies},
  doi = {10.5220/0012414600003657},
  publisher = {SCITEPRESS - Science and Technology Publications},
  pages = {656--666},
  url = {https://doi.org/10.5220/0012414600003657}
}

@article{caiafa2023specialissuemachinelearning,
  title = {Special Issue “Machine Learning Methods for Biomedical Data Analysis”},
  author = {Caiafa, Cesar F. and Sun, Zhe and Tanaka, Toshihisa and Marti-Puig, Pere and Solé-Casals, Jordi},
  year = {2023},
  journal = {Sensors},
  volume = {23},
  number = {23},
  doi = {10.3390/s23239377},
  publisher = {MDPI AG},
  note = {Editorial},
  pages = {9377},
  url = {https://doi.org/10.3390/s23239377}
}

@article{kuniyoshi2023embodiedbidirectionalsimulationof,
  title = {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},
  author = {Kuniyoshi, Yusuke and Kuriyama, Rin and Omura, Shu and Gutierrez, Carlos Enrique and Sun, Zhe and Feldotto, Benedikt and Albanese, Ugo and Knoll, Alois C. and Yamada, Taiki and Hirayama, Tomoya and Morin, Fabrice O. and Igarashi, Jun and Doya, Kenji and Yamazaki, Tadashi},
  year = {2023},
  journal = {Frontiers in Neurorobotics},
  volume = {17},
  doi = {10.3389/fnbot.2023.1269848},
  publisher = {Frontiers Media SA},
  pages = {1269848},
  url = {https://doi.org/10.3389/fnbot.2023.1269848}
}

@article{jia2023multiclassclassificationof,
  title = {Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis},
  author = {Jia, Hao and Feng, Fan and Caiafa, Cesar F. and Duan, Feng and Zhang, Yu and Sun, Zhe and Solé-Casals, Jordi},
  year = {2023},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  volume = {27},
  number = {8},
  doi = {10.1109/jbhi.2023.3278747},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {3867--3877},
  url = {https://doi.org/10.1109/jbhi.2023.3278747}
}

@article{sun2023brainsimulationandspiking,
  title = {Brain Simulation and Spiking Neural Networks},
  author = {Sun, Zhe and Cutsuridis, Vassilis and Caiafa, Cesar F. and Solé-Casals, Jordi},
  year = {2023},
  journal = {Cognitive Computation},
  volume = {15},
  number = {4},
  doi = {10.1007/s12559-023-10156-1},
  publisher = {Springer Science and Business Media LLC},
  note = {Editorial},
  pages = {1103--1105},
  url = {https://doi.org/10.1007/s12559-023-10156-1}
}

@article{tong2023towardsimprovingmotorimagery,
  title = {Towards Improving Motor Imagery Brain–Computer Interface Using Multimodal Speech Imagery},
  author = {Tong, Jigang and Xing, Zhengxing and Wei, Xiaoying and Yue, Chao and Dong, Enzeng and Du, Shengzhi and Sun, Zhe and Solé-Casals, Jordi and Caiafa, Cesar F.},
  year = {2023},
  journal = {Journal of Medical and Biological Engineering},
  volume = {43},
  number = {3},
  doi = {10.1007/s40846-023-00798-9},
  publisher = {Springer Science and Business Media LLC},
  pages = {216--226},
  url = {https://doi.org/10.1007/s40846-023-00798-9}
}

@article{han2023privacypreservingmultisource,
  title = {Privacy-Preserving Multi-Source Domain Adaptation for Medical Data},
  author = {Han, Tianyi and Gong, Xiaoli and Feng, Fan and Zhang, Jin and Sun, Zhe and Zhang, Yu},
  year = {2023},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  volume = {27},
  number = {2},
  doi = {10.1109/jbhi.2022.3175071},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {842--853},
  url = {https://doi.org/10.1109/jbhi.2022.3175071}
}

@article{xue2023underwatersemgbasedrecognition,
  title = {Underwater sEMG-based recognition of hand gestures using tensor decomposition},
  author = {Xue, Jianing and Sun, Zhe and Duan, Feng and Caiafa, Cesar F. and Solé-Casals, Jordi},
  year = {2023},
  journal = {Pattern Recognition Letters},
  volume = {165},
  doi = {10.1016/j.patrec.2022.11.021},
  publisher = {Elsevier BV},
  pages = {39--46},
  url = {https://doi.org/10.1016/j.patrec.2022.11.021}
}

@article{zhang2023abraincontrolledvehicle,
  title = {A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials},
  author = {Zhang, Zhao and Han, Shuning and Yi, Huaihai and Duan, Feng and Kang, Fei and Sun, Zhe and Solé-Casals, Jordi and Caiafa, Cesar F.},
  year = {2023},
  journal = {Cognitive Computation},
  volume = {15},
  number = {1},
  doi = {10.1007/s12559-022-10051-1},
  publisher = {Springer Science and Business Media LLC},
  pages = {159--175},
  url = {https://doi.org/10.1007/s12559-022-10051-1}
}

@article{zhou2025anoonly,
  title = {Anoonly: Semi-Supervised Anomaly Detection with the Only Loss on Anomalies},
  author = {Zhou, Yixuan and Yang, Peiyu and Qu, Yi and Xu, Xing and Sun, Zhe and Cichocki, Andrzej},
  year = {2023},
  journal = {},
  doi = {10.2139/ssrn.4640554},
  publisher = {Elsevier BV},
  url = {https://doi.org/10.2139/ssrn.4640554}
}

@article{jia2022improvingpremovementpattern,
  title = {Improving pre-movement pattern detection with filter bank selection},
  author = {Jia, Hao and Sun, Zhe and Duan, Feng and Zhang, Yu and Caiafa, Cesar F and Solé-Casals, Jordi},
  year = {2022},
  journal = {Journal of Neural Engineering},
  volume = {19},
  number = {6},
  doi = {10.1088/1741-2552/ac9e75},
  publisher = {IOP Publishing},
  pages = {066012},
  url = {https://doi.org/10.1088/1741-2552/ac9e75}
}

@article{zhang2022generatingnewsimagecaptions,
  title = {Generating news image captions with semantic discourse extraction and contrastive style-coherent learning},
  author = {Zhang, Zhengkun and Zhang, Huibin and Wang, Jun and Sun, Zhe and Yang, Zhenglu},
  year = {2022},
  journal = {Computers and Electrical Engineering},
  volume = {104},
  doi = {10.1016/j.compeleceng.2022.108429},
  publisher = {Elsevier BV},
  pages = {108429},
  url = {https://doi.org/10.1016/j.compeleceng.2022.108429}
}

@article{zhang2022cerebralcortexlayersegmentation,
  title = {Cerebral cortex layer segmentation using diffusion magnetic resonance imaging in vivo with applications to laminar connections and working memory analysis},
  author = {Zhang, Jie and Sun, Zhe and Duan, Feng and Shi, Liang and Zhang, Yu and Solé‐Casals, Jordi and Caiafa, Cesar F.},
  year = {2022},
  journal = {Human Brain Mapping},
  volume = {43},
  number = {17},
  doi = {10.1002/hbm.25998},
  publisher = {Wiley},
  pages = {5220--5234},
  url = {https://doi.org/10.1002/hbm.25998}
}

@article{tong2022hybridmentaltasksbased,
  title = {Hybrid mental tasks based human computer interface via integration of pronunciation and motor imagery},
  author = {Tong, Jigang and Wei, Xiaoying and Dong, Enzeng and Sun, Zhe and Du, Shengzhi and Duan, Feng},
  year = {2022},
  journal = {Journal of Neural Engineering},
  volume = {19},
  number = {5},
  doi = {10.1088/1741-2552/ac9a01},
  publisher = {IOP Publishing},
  pages = {056048},
  url = {https://doi.org/10.1088/1741-2552/ac9a01}
}

@inproceedings{he2022deepreinforcementlearningfor,
  title = {Deep Reinforcement Learning for the Improvement of Robot Manipulation Skills Under Sparse Reward},
  author = {He, Maochang and Cheng, Hao and Duan, Feng and Sun, Zhe and Li, Si Ning and Yokoi, Hiroshi and Zhu, Chi},
  year = {2022},
  booktitle = {2022 34th Chinese Control and Decision Conference (CCDC)},
  doi = {10.1109/ccdc55256.2022.10034200},
  publisher = {IEEE},
  pages = {5508--5513},
  url = {https://doi.org/10.1109/ccdc55256.2022.10034200}
}

@inproceedings{wang2022recurrentmultiviewstereo,
  title = {Recurrent Multi-view Stereo Depth Inference with Pyramid of Images},
  author = {Wang, Xiaobao and Dong, Enzeng and Tong, Jigang and Sun, Zhe and Li, Wenyu and Duan, Feng},
  year = {2022},
  booktitle = {2022 IEEE International Conference on Mechatronics and Automation (ICMA)},
  doi = {10.1109/icma54519.2022.9856286},
  publisher = {IEEE},
  pages = {259--263},
  url = {https://doi.org/10.1109/icma54519.2022.9856286}
}

@inproceedings{fang2022classificationofeegsignals,
  title = {Classification of EEG Signals from Driving Fatigue by Image-Based Deep Recurrent Neural Networks},
  author = {Fang, Zhaoguo and Dong, Enzeng and Tong, Jigang and Sun, Zhe and Duan, Feng},
  year = {2022},
  booktitle = {2022 IEEE International Conference on Mechatronics and Automation (ICMA)},
  doi = {10.1109/icma54519.2022.9856167},
  publisher = {IEEE},
  pages = {1773--1777},
  url = {https://doi.org/10.1109/icma54519.2022.9856167}
}

@inproceedings{xing2022applicationofmentalfatigue,
  title = {Application of Mental Fatigue Classification in Cross Task Paradigm},
  author = {Xing, Zhengxing and Dong, Enzeng and Tong, Jigang and Sun, Zhe and Duan, Feng},
  year = {2022},
  booktitle = {2022 IEEE International Conference on Mechatronics and Automation (ICMA)},
  doi = {10.1109/icma54519.2022.9855978},
  publisher = {IEEE},
  pages = {1750--1754},
  url = {https://doi.org/10.1109/icma54519.2022.9855978}
}

@article{chen2022graphempiricalmodedecomposition,
  title = {Graph Empirical Mode Decomposition-Based Data Augmentation Applied to Gifted Children MRI Analysis},
  author = {Chen, Xuning and Li, Binghua and Jia, Hao and Feng, Fan and Duan, Feng and Sun, Zhe and Caiafa, Cesar F. and Solé-Casals, Jordi},
  year = {2022},
  journal = {Frontiers in Neuroscience},
  volume = {16},
  doi = {10.3389/fnins.2022.866735},
  publisher = {Frontiers Media SA},
  pages = {866735},
  url = {https://doi.org/10.3389/fnins.2022.866735}
}

@article{zhang2022domainclassifierbasedtransfer,
  title = {Domain classifier-based transfer learning for visual attention prediction},
  author = {Zhang, Zhiwen and Duan, Feng and Caiafa, Cesar F. and Solé-Casals, Jordi and Yang, Zhenglu and Sun, Zhe},
  year = {2022},
  journal = {World Wide Web},
  volume = {25},
  number = {4},
  doi = {10.1007/s11280-022-01027-0},
  publisher = {Springer Science and Business Media LLC},
  pages = {1685--1701},
  url = {https://doi.org/10.1007/s11280-022-01027-0}
}

@article{lv2022anexploratorystudyof,
  title = {An exploratory study of transfer learning frameworks in the context of few available shots of neurophysiological signals},
  author = {Lv, Yizhi and Xue, Jianing and Duan, Feng and Sun, Zhe and Li, Junhua},
  year = {2022},
  journal = {Computers and Electrical Engineering},
  volume = {101},
  doi = {10.1016/j.compeleceng.2022.108091},
  publisher = {Elsevier BV},
  pages = {108091},
  url = {https://doi.org/10.1016/j.compeleceng.2022.108091}
}

@article{duan2022multiscalelearningfor,
  title = {Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example},
  author = {Duan, Feng and Lv, Yizhi and Sun, Zhe and Li, Junhua},
  year = {2022},
  journal = {Neural Processing Letters},
  volume = {54},
  number = {3},
  doi = {10.1007/s11063-021-10738-w},
  publisher = {Springer Science and Business Media LLC},
  pages = {2455--2470},
  url = {https://doi.org/10.1007/s11063-021-10738-w}
}

@article{takahashi2022dataaugmentationforconvolutional,
  title = {Data augmentation for Convolutional LSTM based brain computer interface system},
  author = {Takahashi, Kahoko and Sun, Zhe and Solé-Casals, Jordi and Cichocki, Andrzej and Phan, Anh Huy and Zhao, Qibin and Zhao, Hui-Hai and Deng, Shangkun and Micheletto, Ruggero},
  year = {2022},
  journal = {Applied Soft Computing},
  volume = {122},
  doi = {10.1016/j.asoc.2022.108811},
  publisher = {Elsevier BV},
  pages = {108811},
  url = {https://doi.org/10.1016/j.asoc.2022.108811}
}

@inproceedings{otero2022preliminaryresultsonthe,
  title = {Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy},
  author = {Otero, Jose Fernando Adran and Caballer, Oscar Solans and Marti-Puig, Pere and Sun, Zhe and Tanaka, Toshihisa and Solé-Casals, Jordi},
  year = {2022},
  booktitle = {ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  doi = {10.1109/icassp43922.2022.9747658},
  publisher = {IEEE},
  pages = {1166--1170},
  url = {https://doi.org/10.1109/icassp43922.2022.9747658}
}

@article{feldotto2022deployingandoptimizingembodied,
  title = {Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure},
  author = {Feldotto, Benedikt and Eppler, Jochen Martin and Jimenez-Romero, Cristian and Bignamini, Christopher and Gutierrez, Carlos Enrique and Albanese, Ugo and Retamino, Eloy and Vorobev, Viktor and Zolfaghari, Vahid and Upton, Alex and Sun, Zhe and Yamaura, Hiroshi and Heidarinejad, Morteza and Klijn, Wouter and Morrison, Abigail and Cruz, Felipe and McMurtrie, Colin and Knoll, Alois C. and Igarashi, Jun and Yamazaki, Tadashi and Doya, Kenji and Morin, Fabrice O.},
  year = {2022},
  journal = {Frontiers in Neuroinformatics},
  volume = {16},
  doi = {10.3389/fninf.2022.884180},
  publisher = {Frontiers Media SA},
  pages = {884180},
  url = {https://doi.org/10.3389/fninf.2022.884180}
}

@article{ge2022accurateindoorlocationawareness,
  title = {Accurate indoor location awareness based on machine learning of environmental sensing data},
  author = {Ge, Hangli and Sun, Zhe and Chiba, Yasuhira and Koshizuka, Noboru},
  year = {2022},
  journal = {Computers and Electrical Engineering},
  volume = {98},
  doi = {10.1016/j.compeleceng.2021.107676},
  publisher = {Elsevier BV},
  pages = {107676},
  url = {https://doi.org/10.1016/j.compeleceng.2021.107676}
}

@article{ding2022tensorcompletionalgorithmsfor,
  title = {Tensor completion algorithms for estimating missing values in multi-channel audio signals},
  author = {Ding, Wenjian and Sun, Zhe and Wu, Xingxing and Yang, Zhenglu and Solé-Casals, Jordi and Caiafa, Cesar F.},
  year = {2022},
  journal = {Computers and Electrical Engineering},
  volume = {97},
  doi = {10.1016/j.compeleceng.2021.107561},
  publisher = {Elsevier BV},
  pages = {107561},
  url = {https://doi.org/10.1016/j.compeleceng.2021.107561}
}

@inproceedings{tan2021jointdistributionadaptationnetwork,
  title = {Joint Distribution Adaptation Network for Multi-source Electroencephalogram-based Emotion Recognition},
  author = {Tan, Ying and Liu, Gan and Chen, Lingfeng and Sun, Zhe and Duan, Feng},
  year = {2021},
  booktitle = {2021 IEEE International Conference on Robotics and Biomimetics (ROBIO)},
  doi = {10.1109/robio54168.2021.9739438},
  publisher = {IEEE},
  pages = {1077--1082},
  url = {https://doi.org/10.1109/robio54168.2021.9739438}
}

@inproceedings{chen2021auanetbased,
  title = {A UA-net based Salient Object Detection Method for UAV},
  author = {Chen, Lingfeng and Liu, Gan and Tan, Ying and Sun, Zhe and Ge, Hangli and Duan, Feng and Zhu, Chi},
  year = {2021},
  booktitle = {2021 IEEE International Conference on Robotics and Biomimetics (ROBIO)},
  doi = {10.1109/robio54168.2021.9739560},
  publisher = {IEEE},
  pages = {1662--1667},
  url = {https://doi.org/10.1109/robio54168.2021.9739560}
}

@article{zhang2021serialemdfastempirical,
  title = {Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization},
  author = {Zhang, Jin and Feng, Fan and Marti-Puig, Pere and Caiafa, Cesar F. and Sun, Zhe and Duan, Feng and Solé-Casals, Jordi},
  year = {2021},
  journal = {Information Sciences},
  volume = {581},
  doi = {10.1016/j.ins.2021.09.033},
  publisher = {Elsevier BV},
  pages = {215--232},
  url = {https://doi.org/10.1016/j.ins.2021.09.033}
}

@article{li2021componentmixingstrategya,
  title = {Component-mixing strategy: A decomposition-based data augmentation algorithm for motor imagery signals},
  author = {Li, Binghua and Zhang, Zhiwen and Duan, Feng and Yang, Zhenglu and Zhao, Qibin and Sun, Zhe and Solé-Casals, Jordi},
  year = {2021},
  journal = {Neurocomputing},
  volume = {465},
  doi = {10.1016/j.neucom.2021.08.119},
  publisher = {Elsevier BV},
  pages = {325--335},
  url = {https://doi.org/10.1016/j.neucom.2021.08.119}
}

@inproceedings{zhang2021mindcontrolofa,
  title = {Mind Control of a Service Robot with Visual Servoing},
  author = {Zhang, Lina and Sun, Zhe and Duan, Feng and Zhu, Chi and Yokoi, Hiroshi},
  year = {2021},
  booktitle = {2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  doi = {10.1109/iros51168.2021.9636079},
  publisher = {IEEE},
  pages = {3747--3752},
  url = {https://doi.org/10.1109/iros51168.2021.9636079}
}

@article{duan2021anovelwaterproofsemg,
  title = {A Novel Waterproof sEMG Electrode Based on Conductive Silicone for Underwater Signal Recognition},
  author = {Duan, Feng and Xue, Jianing and Sun, Zhe and Chen, Xuyi and Liu, Yu and Yokoi, Hiroshi},
  year = {2021},
  journal = {IEEE Sensors Journal},
  volume = {21},
  number = {18},
  doi = {10.1109/jsen.2021.3095118},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {20388--20397},
  url = {https://doi.org/10.1109/jsen.2021.3095118}
}

@article{dai2021afastapproachto,
  title = {A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition},
  author = {Dai, Yangyang and Duan, Feng and Feng, Fan and Sun, Zhe and Zhang, Yu and Caiafa, Cesar F. and Marti-Puig, Pere and Solé-Casals, Jordi},
  year = {2021},
  journal = {Entropy},
  volume = {23},
  number = {9},
  doi = {10.3390/e23091170},
  publisher = {MDPI AG},
  pages = {1170},
  url = {https://doi.org/10.3390/e23091170}
}

@article{duan2021ontherobustnessof,
  title = {On the robustness of EEG tensor completion methods},
  author = {Duan, Feng and Jia, Hao and Zhang, ZhiWen and Feng, Fan and Tan, Ying and Dai, YangYang and Cichocki, Andrzej and Yang, ZhengLu and Caiafa, Cesar F. and Sun, Zhe and Solé-Casals, Jordi},
  year = {2021},
  journal = {Science China Technological Sciences},
  volume = {64},
  number = {9},
  doi = {10.1007/s11431-020-1839-5},
  publisher = {Springer Science and Business Media LLC},
  pages = {1828--1842},
  url = {https://doi.org/10.1007/s11431-020-1839-5}
}

@article{duan2021decodingpremovementpatternswith,
  title = {Decoding Premovement Patterns with Task-Related Component Analysis},
  author = {Duan, Feng and Jia, Hao and Sun, Zhe and Zhang, Kai and Dai, Yangyang and Zhang, Yu},
  year = {2021},
  journal = {Cognitive Computation},
  volume = {13},
  number = {5},
  doi = {10.1007/s12559-021-09941-7},
  publisher = {Springer Science and Business Media LLC},
  pages = {1389--1405},
  url = {https://doi.org/10.1007/s12559-021-09941-7}
}

@article{A-multimodal-emotion-recognition-method-based-on-facial-expressions-and-electroencephalography,
  title = {A multimodal emotion recognition method based on facial expressions and electroencephalography},
  author = {Tan, Ying and Sun, Zhe and Duan, Feng and Solé-Casals, Jordi and Caiafa, Cesar F.},
  year = {2021},
  journal = {Biomedical Signal Processing and Control},
  volume = {70},
  doi = {10.1016/j.bspc.2021.103029},
  publisher = {Elsevier BV},
  pages = {103029},
  url = {https://doi.org/10.1016/j.bspc.2021.103029}
}

@article{zhang2021ahybridmethodto,
  title = {A hybrid method to select morphometric features using tensor completion and F-score rank for gifted children identification},
  author = {Zhang, Jin and Feng, Fan and Han, TianYi and Duan, Feng and Sun, Zhe and Caiafa, Cesar F. and Solé-Casals, Jordi},
  year = {2021},
  journal = {Science China Technological Sciences},
  volume = {64},
  number = {9},
  doi = {10.1007/s11431-020-1876-3},
  publisher = {Springer Science and Business Media LLC},
  pages = {1863--1871},
  url = {https://doi.org/10.1007/s11431-020-1876-3}
}

@misc{huang2021l3cstereolosslesscompression,
  title = {L3C-Stereo: Lossless Compression for Stereo Images},
  author = {Huang, Zihao and Sun, Zhe and Duan, Feng and Cichocki, Andrzej and Ruan, Peiying and Li, Chao},
  year = {2021},
  howpublished = {arXiv},
  doi = {10.48550/arXiv.2108.09422},
  note = {Preprint},
  url = {https://arxiv.org/abs/2108.09422},
  eprint = {2108.09422},
  archivePrefix = {arXiv}
}

@article{zhang2021newscontentcompletionwith,
  title = {News Content Completion with Location-Aware Image Selection},
  author = {Zhang, Zhengkun and Wang, Jun and Jatowt, Adam and Sun, Zhe and Lu, Shao-Ping and Yang, Zhenglu},
  year = {2021},
  journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
  volume = {35},
  number = {16},
  doi = {10.1609/aaai.v35i16.17704},
  publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
  pages = {14498--14505},
  url = {https://doi.org/10.1609/aaai.v35i16.17704}
}

@article{zhang2021lamsalocationaware,
  title = {LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract)},
  author = {Zhang, Zhengkun and Wang, Jun and Sun, Zhe and Yang, Zhenglu},
  year = {2021},
  journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
  volume = {35},
  number = {18},
  doi = {10.1609/aaai.v35i18.17971},
  publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
  pages = {15949--15950},
  url = {https://doi.org/10.1609/aaai.v35i18.17971}
}

@article{zhang2021generalizedrelationlearningwith,
  title = {Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction},
  author = {Zhang, Yao and Zhang, Xu and Wang, Jun and Liang, Hongru and Lei, Wenqiang and Sun, Zhe and Jatowt, Adam and Yang, Zhenglu},
  year = {2021},
  journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
  volume = {35},
  number = {5},
  doi = {10.1609/aaai.v35i5.16598},
  publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
  pages = {4679--4687},
  url = {https://doi.org/10.1609/aaai.v35i5.16598}
}

@book{solecasals2021machinelearningmethodswith,
  title = {Machine Learning Methods with Noisy, Incomplete or Small Datasets},
  editor = {Solé-Casals, Jordi and Sun, Zhe and Caiafa, Cesar F. and Marti-Puig, Pere and Tanaka, Toshihisa},
  year = {2021},
  doi = {10.3390/books978-3-0365-1287-7},
  publisher = {MDPI},
  note = {Edited book},
  url = {https://www.mdpi.com/books/reprint/3727},
  isbn = {978-3-0365-1288-4; 978-3-0365-1287-7}
}

@article{caiafa2021machinelearningmethodswith,
  title = {Machine Learning Methods with Noisy, Incomplete or Small Datasets},
  author = {Caiafa, Cesar F. and Sun, Zhe and Tanaka, Toshihisa and Marti-Puig, Pere and Solé-Casals, Jordi},
  year = {2021},
  journal = {Applied Sciences},
  volume = {11},
  number = {9},
  doi = {10.3390/app11094132},
  publisher = {MDPI AG},
  note = {Editorial},
  pages = {4132},
  url = {https://doi.org/10.3390/app11094132}
}

@article{zhang2021astudyofthe,
  title = {A Study of the Brain Network Connectivity in Visual‐Word Pairing Associative Learning and Episodic Memory Reactivating Task},
  author = {Zhang, Mingxin and Duan, Feng and Wang, Shan and Zhang, Kai and Chen, Xuyi and Sun, Zhe},
  year = {2021},
  journal = {Computational Intelligence and Neuroscience},
  volume = {2021},
  number = {1},
  doi = {10.1155/2021/5579888},
  publisher = {Wiley},
  pages = {5579888},
  url = {https://doi.org/10.1155/2021/5579888}
}

@article{sun2021wlnettowardsanapproach,
  title = {WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks},
  author = {Sun, Zhe and Li, Binghua and Duan, Feng and Jia, Hao and Wang, Shan and Liu, Yu and Cichocki, Andrzej and Caiafa, Cesar F. and Solé-Casals, Jordi},
  year = {2021},
  journal = {IEEE Access},
  volume = {9},
  doi = {10.1109/access.2020.3044732},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {3165--3173},
  url = {https://doi.org/10.1109/access.2020.3044732}
}

@article{caiafa2020decompositionmethodsformachine,
  title = {Decomposition Methods for Machine Learning with Small, Incomplete or Noisy Datasets},
  author = {Caiafa, Cesar Federico and Solé-Casals, Jordi and Marti-Puig, Pere and Sun, Zhe and Tanaka, Toshihisa},
  year = {2020},
  journal = {Applied Sciences},
  volume = {10},
  number = {23},
  doi = {10.3390/app10238481},
  publisher = {MDPI AG},
  note = {Editorial},
  pages = {8481},
  url = {https://doi.org/10.3390/app10238481}
}

@article{wang2020aneffectivemultilabel,
  title = {An Effective Multi-Label Feature Selection Model Towards Eliminating Noisy Features},
  author = {Wang, Jun and Xu, Yuanyuan and Xu, Hengpeng and Sun, Zhe and Yang, Zhenglu and Wei, Jinmao},
  year = {2020},
  journal = {Applied Sciences},
  volume = {10},
  number = {22},
  doi = {10.3390/app10228093},
  publisher = {MDPI AG},
  pages = {8093},
  url = {https://doi.org/10.3390/app10228093}
}

@article{duan2020topologicalnetworkanalysisof,
  title = {Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG},
  author = {Duan, Feng and Huang, Zihao and Sun, Zhe and Zhang, Yu and Zhao, Qibin and Cichocki, Andrzej and Yang, Zhenglu and Solé-Casals, Jordi},
  year = {2020},
  journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},
  volume = {28},
  number = {10},
  doi = {10.1109/tnsre.2020.3014951},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {2164--2172},
  url = {https://doi.org/10.1109/tnsre.2020.3014951}
}

@article{deng2020ahybridmodelof,
  title = {A hybrid model of dynamic time wrapping and hidden Markov model for forecasting and trading in crude oil market},
  author = {Deng, Shangkun and Xiang, Youtao and Nan, Boyang and Tian, Hongyu and Sun, Zhe},
  year = {2020},
  journal = {Soft Computing},
  volume = {24},
  number = {9},
  doi = {10.1007/s00500-019-04304-9},
  publisher = {Springer Science and Business Media LLC},
  pages = {6655--6672},
  url = {https://doi.org/10.1007/s00500-019-04304-9}
}

@article{sun2020anovelmultimodalapproach,
  title = {A Novel Multimodal Approach for Hybrid Brain–Computer Interface},
  author = {Sun, Zhe and Huang, Zihao and Duan, Feng and Liu, Yu},
  year = {2020},
  journal = {IEEE Access},
  volume = {8},
  doi = {10.1109/access.2020.2994226},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {89909--89918},
  url = {https://doi.org/10.1109/access.2020.2994226}
}

@article{deng2019agradientboostingdecision,
  title = {A gradient boosting decision tree approach for insider trading identification: An empirical model evaluation of China stock market},
  author = {Deng, Shangkun and Wang, Chenguang and Wang, Mingyue and Sun, Zhe},
  year = {2019},
  journal = {Applied Soft Computing},
  volume = {83},
  doi = {10.1016/j.asoc.2019.105652},
  publisher = {Elsevier BV},
  pages = {105652},
  url = {https://doi.org/10.1016/j.asoc.2019.105652}
}

@article{shi2019theeffectoftreadmill,
  title = {The Effect of Treadmill Walking on Gait and Upper Trunk through Linear and Nonlinear Analysis Methods},
  author = {Shi, Liang and Duan, Feng and Yang, Yikang and Sun, Zhe},
  year = {2019},
  journal = {Sensors},
  volume = {19},
  number = {9},
  doi = {10.3390/s19092204},
  publisher = {MDPI AG},
  pages = {2204},
  url = {https://doi.org/10.3390/s19092204}
}

@article{zhang2019anoveldeeplearning,
  title = {A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals},
  author = {Zhang, Zhiwen and Duan, Feng and Solé-Casals, Jordi and Dinares-Ferran, Josep and Cichocki, Andrzej and Yang, Zhenglu and Sun, Zhe},
  year = {2019},
  journal = {IEEE Access},
  volume = {7},
  doi = {10.1109/access.2019.2895133},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  pages = {15945--15954},
  url = {https://doi.org/10.1109/access.2019.2895133}
}

@inproceedings{sun2018spatialpropertyofexcitation,
  title = {Spatial property of excitation and inhibition in a spatial neural network of the rodent primary somatosensory cortex},
  author = {Sun, Zhe and Igarashi, Jun},
  year = {2018},
  booktitle = {Advances in Neuroinformatics VI},
  doi = {10.14931/aini2018.ps.20},
  note = {Conference abstract},
  pages = {48},
  url = {https://www.neuroinf.jp/modules/xoonips/file/1809/Advances\_in\_Neuroinformatics\_VI.pdf}
}

@article{giordani2018simulationofthesong,
  title = {Simulation of the song motor pathway in birds: A single neuron initiates a chain of events that produces birdsong with realistic spectra properties},
  author = {Giordani, Cristiano and Rivera-Gutierrez, Hector and Sun, Zhe and Micheletto, Ruggero},
  year = {2018},
  journal = {PLOS ONE},
  volume = {13},
  number = {10},
  doi = {10.1371/journal.pone.0200998},
  publisher = {Public Library of Science (PLoS)},
  pages = {e0200998},
  url = {https://doi.org/10.1371/journal.pone.0200998}
}

@inproceedings{liang2018jtavjointlylearningsocial,
  title = {JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features},
  author = {Liang, Hongru and Wang, Haozheng and Wang, Jun and You, Shaodi and Sun, Zhe and Wei, Jin-Mao and Yang, Zhenglu},
  year = {2018},
  booktitle = {Proceedings of the 27th International Conference on Computational Linguistics},
  publisher = {Association for Computational Linguistics},
  pages = {1269--1280},
  url = {https://aclanthology.org/C18-1108/}
}

@inproceedings{himeno2018relationshipbetweenminimumfoot,
  title = {Relationship between minimum foot clearance, waist rotation and aging: towards fall prevention},
  author = {Himeno, Ryutaro and Noda, Shigeho and Masumoto, Gen and Okuno, Keisuke and Sun, Zhe and Cichocki, Andrzej and Takeichi, Hiroshige},
  year = {2018},
  booktitle = {15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and 3rd Conference on Imaging and Visualization (CMBBE 2018)},
  note = {Conference abstract},
  pages = {153},
  url = {https://www.cmbbe-symposium.com/wp-content/uploads/2020/09/Book\_Abst.\_CMBBE2018\_PROVA-FINAL.pdf}
}

@inproceedings{liang2018havaelearningprosodicenhanced,
  title = {HAVAE: Learning Prosodic-Enhanced Representations of Rap Lyrics},
  author = {Liang, Hongru and Li, Qian and Wang, Haozheng and Li, Hang and Wang, Jun and Sun, Zhe and Wei, Jin-Mao and Yang, Zhenglu},
  year = {2018},
  booktitle = {PRICAI 2018: Trends in Artificial Intelligence},
  doi = {10.1007/978-3-319-97304-3\_1},
  publisher = {Springer International Publishing},
  pages = {1--15},
  url = {https://doi.org/10.1007/978-3-319-97304-3\_1}
}

@article{sun2016realtimeelectroencephalographyanalysis,
  title = {Real time electroencephalography analysis of brainwaves during perception of visual illusions},
  author = {Sun, Zhe and Li, Zhu and Micheletto, Ruggero and Cichocki, Andrzej},
  year = {2016},
  journal = {Journal of Vision},
  volume = {16},
  number = {12},
  doi = {10.1167/16.12.999},
  publisher = {Association for Research in Vision and Ophthalmology (ARVO)},
  note = {Conference abstract},
  pages = {999},
  url = {https://doi.org/10.1167/16.12.999}
}

@article{sun2016noiseinfluenceonspike,
  title = {Noise influence on spike activation in a Hindmarsh–Rose small-world neural network},
  author = {Sun, Zhe and Micheletto, Ruggero},
  year = {2016},
  journal = {Journal of Physics A: Mathematical and Theoretical},
  volume = {49},
  number = {28},
  doi = {10.1088/1751-8113/49/28/285601},
  publisher = {IOP Publishing},
  pages = {285601},
  url = {https://doi.org/10.1088/1751-8113/49/28/285601}
}

@article{sun2016nonlinearandthreshold,
  title = {Non-linear and threshold effects of synaptic connectivity on the correlation parameter of a system of two coupled neurons},
  author = {Sun, Zhe and Micheletto, Ruggero},
  year = {2016},
  journal = {Nonlinear Phenomena in Complex Systems},
  volume = {19},
  number = {2},
  pages = {122--134},
  url = {https://ycu.repo.nii.ac.jp/records/1159}
}

@inproceedings{sun2015studyontheinfluence,
  title = {Study on the influence of connection strength on the pacemaker in coupled neurons},
  author = {Sun, Zhe and Micheletto, Ruggero},
  year = {2015},
  booktitle = {2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE)},
  doi = {10.1109/sice.2015.7285437},
  publisher = {IEEE},
  pages = {325--330},
  url = {https://doi.org/10.1109/sice.2015.7285437}
}

@inproceedings{sun2014emergenceofintelligentbehavior,
  title = {Emergence of intelligent behavior from a minimalistic stochastic model for the navigation of autonomous Robots},
  author = {Sun, Zhe and Micheletto, Ruggero},
  year = {2014},
  booktitle = {2014 International Conference on Information Science, Electronics and Electrical Engineering},
  doi = {10.1109/infoseee.2014.6947882},
  publisher = {IEEE},
  pages = {1301--1305},
  url = {https://doi.org/10.1109/infoseee.2014.6947882}
}

@inproceedings{kishino2013afastandprecise,
  title = {A Fast and Precise HOG-Adaboost Based Visual Support System Capable to Recognize Pedestrian and Estimate Their Distance},
  author = {Kishino, Takahisa and Sun, Zhe and Micheletto, Ruggero},
  year = {2013},
  booktitle = {New Trends in Image Analysis and Processing – ICIAP 2013},
  doi = {10.1007/978-3-642-41190-8\_3},
  publisher = {Springer Berlin Heidelberg},
  pages = {20--29},
  url = {https://doi.org/10.1007/978-3-642-41190-8\_3}
}
