张玉哲，工学博士，南京航空航天大学人工智能学院上岗副研究员，iBrain课题组成员，隶属于脑机智能技术教育部重点实验室。

2025年9月毕业于西安交通大学计算机科学与技术学院，师从郑庆华院士。曾赴新加坡南洋理工大学博士联合培养一年。研究方向主要聚焦于脑机接口算法（深度学习）、情感计算与类脑智能等交叉领域，围绕“用脑信号理解与赋能人”这一核心问题展开研究。具体包括：基于脑电等神经信号的情绪识别、运动想象解码、疲劳与警觉水平监测、注意力状态检测等关键技术，同时探索更贴近大脑信息处理机制的类脑模型与算法，提升人机协同系统在复杂场景下的智能感知与自适应能力。在TAFFC、JBHI、TIM、JNE、ICASSP等国际会议和期刊上发表论文10余篇，其中以第一作者/通讯作者发表中科院一区论文4篇。

招聘/招生信息：

招收2026年入学的硕士研究生（含推免），欢迎积极联系！期待热爱学习or科研or生活or运动or自己的你的加入！

欢迎对科研感兴趣的本科生同学联系我进行科研训练，会给予仔细的指导！只是想来聊聊学涯规划之类的也可以哦~

近年来学术成果：

[1] Yuzhe Zhang, Huan Liu, Dalin Zhang, et al. 2022. EEG-based emotion recognition with emotion localization via hierarchical self-attention. IEEE Transactions on Affective Computing. (中科院一区)

[2] Yuzhe Zhang, Chengxi Xie, Huan Liu, et al. MIND-EEG: Multi-granularity integration network with discrete codebook for EEG-based emotion recognition. IEEE Transactions on Affective Computing. (中科院一区)

[3] Yuzhe Zhang, Huan Liu, Yang Xiao, et al. 2024. LLM-enhanced multi-teacher knowledge distillation for modality-incomplete emotion recognition in daily healthcare. IEEE Journal of Biomedical and Health Informatics. (中科院一区)

[4] Yuzhe Zhang, Chen Chen, Minnan Luo, et al. 2020. Unsupervised hierarchical feature selection on networked data. Database Systems for Advanced Applications (DASFAA 2020).

[5] Yuzhe Zhang, Huan Liu, Di Wang, et al. 2024. Cross-modal credibility modelling for EEG-based multimodal emotion recognition. Journal of Neural Engineering.

[6] Huan Liu, Shusen Yang, Yuzhe Zhang, et al. 2025. LibEER: A comprehensive benchmark and algorithm library for EEG-based emotion recognition. IEEE Transactions on Affective Computing. (中科院一区)

[7] Huan Liu, Yuzhe Zhang, Guanjian Liu, et al. 2025. A multi-label EEG dataset for mental attention state classification in online learning. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025).

[8] Huan Liu, Yuzhe Zhang, Xuxu Chen, et al. 2024. Self-supervised EEG representation learning for robust emotion recognition. ACM Transactions on Sensor Networks. 

[9] Huan Liu, Tianyu Lou, Yuzhe Zhang, et al. 2024. EEG-based multimodal emotion recognition: A machine learning perspective. IEEE Transactions on Instrumentation and Measurement.

[10] Yixiao Wu, Huan Liu, Dalin Zhang, Yuzhe Zhang, et al. 2023. AutoEER: Automatic EEG-based emotion recognition with neural architecture search. Journal of Neural Engineering.

获奖：

1、2018年“创青春”全国大学生创业大赛，全国铜奖

2、第一届中国研究生机器人创新设计大赛，全国一等奖

3、第五届“互联网+”大学生创新创业大赛，省赛金奖

4、第十四届中国研究生电子设计竞赛商业计划书专项赛，省级一等奖