中共党员
工程师,硕士生导师
计算机应用技术研究所
ruili@lzu.edu.cn
飞云楼502
1.国家重点研发计划,面向抑郁障碍早期识别的多模态心理、生理信息融合建模研究(2019YFA0706203),项目骨干。
2. 国家重点研发计划,基于脑机的情绪检测和情感障碍干预(2021ZD0200408),参与。
3.国家自然科学基金委员会面上项目,面向抑郁障碍识别的多模态生理信号神经机制协同融合建模研究(62072219),参与。
4.甘肃省自然科学基金重点项目,面向抑郁识别的脑神经动力学隐状态表征构建研究(22JR5RA401),参与。
[1] Li, R., Ren, C., Ge, Y., Zhao, Q., Yang, Y., ... & Hu, B. MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning[J]. Knowledge-Based Systems, 2023, 276: 110756.(SCI,IF:8.8)
[2] Li, R., Ren, C., Li, C., Zhao, N., Lu, D., & Zhang, X. SSTD: A Novel Spatio-Temporal Demographic Network for EEG-Based Emotion Recognition[J]. IEEE Transactions on Computational Social Systems, 2023, 10(1): 376-387.(SCI,IF:5)
[3] Li, R., Ren, C., Zhang, S., Yang, Y., Zhao, Q., ... & Hu, B. STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition[J]. Health Information Science and Systems, 2023, 11(1): 25.(SCI,IF:6)
[4] Li, R., Ren, C., Zhang, X., & Hu, B. A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition[J]. Computers in Biology and Medicine, 2022, 140: 105080.(SCI,IF:7.7)