中国·yl23455永利(中国)股份有限公司官网

教育经历

博士：京都大学，智能科学与技术学院
本硕：yl23455永利官网，yl23455永利官网

工作经历

专任教师：yl23455永利官网 yl23455永利官网
博士后：大阪大学产业科学研究所

科研方向

主要研究方向：
A. 生物医学信号处理（脑电、心电等等），包括心律失常判别、身份鉴别、情感识别等等

B. 图像处理，计算机视觉，包括行人识别、人脸识别、物体图像识别等等

C. 智能仪器，无线传感网及其应用
D. 模式识别、机器学习，包括深度学习、迁移学习、强化学习、等前沿方法的理论及应用

E. 优化理论（凸优化、组合优化等），人工智能基础理论

F. 集群对抗、智能博弈对抗（星际争霸2.0及其它经典游戏）

G. 智能车辆感知、定位、测距

H. AI（智能感知技术、智能信息技术、智能决策技术)+ X

----- 研究内容详见科研成果

主持科研项目:
1.面向xxxxxxxx系统（国家级）
2.面向大规模数据行人重识别的相对邻域信息方法研究（国家级）

3.面向集群XXXX研究（国家级）

4.基于相对信息的人员再标识与跟踪方法的基础研究（省部级）

5 航空基金（省部级）

6 江苏省农业科技自主创新项目（省部级）

7.优秀留学人员择优资助

8. 企业合作项目

等等

联系方式

办公电话：

邮箱：seuliwei@126.com

办公地址：li-wei@seu.edu.cn

1、主讲课程：

(a) 大三课程：模式识别（双语）
(b) 大四课程：无线传感网及其应用

2、主持教改项目：

(a) 无线传感网及其应用教学研究与改革（2017年结题）
(b) 面向无线传感网及其应用的跨学科创新实践与创业实训平台（2019年结题）
(c) 无线传感网及其应用课程思政校级示范课改革试点立项建设（2019年结题）
(d) 无线传感网课程思政教育教学改革（2019年结题）
(e) 模式识别课程思政校级示范课改革试点立项建设（2021年结题）
(f) 论文写作研究生课程思政示范课程建设（2022年结题）

(g) 无线传感网络及其应用全英文精品课程（2021年-在研）

(h) 校级规划教材建设（2021年-在研）

(i) 基于四位一体研究型教学模式的无线传感网及其应用教学研究与改(2022)

(j) 人工智能+AI (2024)

3、发表教改论文
（a）无线传感网及其应用教学实践平台. 电气电子教学学报，卷40，页119-121,138, 2018

（b）模式识别课程中的“智慧启迪”与“情怀教育”, 电气电子教学学报，2021

4、指导学生竞赛获奖指导学生参加全国大学生生物工程创新设计大赛获全国二等奖
5、指导毕业设计、SRTP项目若干

6、江苏省仪器仪表学会优秀硕士毕业论文1篇

国际期刊论文

[1] Wei Li, Boling Hu, et al. HDMTK: Full Integration of Hierarchical Decision-Making and Tactical Knowledge in Multi-Agent Adversarial Games, IEEE Transactions on Cognitive and Developmental Systems, 2024.

[2] Wei Li, Siyi Wang, et al., Distillation-Based Domain Generalization for Cross-Dataset EEG-Based Emotion Recognition, IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.

[3] Wei Li, Zhihao Zhu, et al. Spiking Spatio-Temporal Neural Architecture Search for EEG-Based Emotion Recognition,IEEE Transactions on Instrumentation and Measurement, 2024.

[4]Wei Li, Teng Liu, et al. SleepFC: Feature Pyramid and Cross-Scale Context Learning for Sleep Staging, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024

[5] Wei Li, Jianzhang Dong et al. Dynamic Stream Selection Network for Subject-Independent EEG-Based Emotion Recognition, IEEE Sensors Journal. 2024

[6] Wei Li, Lingming Fan, et al., Generalized Contrastive Partial Label Learning for Cross-Subject EEG-based Emotion Recognition, IEEE Transactions on Instrumentation and Measurement, 2024.

[7] Wei Li, Shitong Shao, et al. Multi-Perspective Analysis on Data Augmentation in Knowledge Distillation, Neurocomputing, 2024 (IF=6.0)

[8] Wei Li, Shiyi Huang, et al. GAILPG: Multi-Agent Policy Gradient with Generative Adversarial Imitation Learning, IEEE Transactions on Games, 2024.

[9] Wei Li, Shitong Shao, et al. 2D-SNet: A lightweight Network for Person Re-identification on the Small Data Regime, IEEE Transactions on Biometrics, Behavior, and Identity Sciences, 2023.

[10] Wei Li, Ziming Qiu, et al. MDDP: Making Decisions from Different Perspectives in Multi-Agent Reinforcement Learning, IEEE Transactions on Games, 2023.

[11] Wei Li, Chuyi Chen, et al. Absorb and Repel: Pseudo-label Refiinement for Intra-Camera Supervised Person Re-identification. IEEE Transactions on Artificial Intelligence, 2023.

[12] Wei Li, Cheng Fang, et al. Fractal Spiking Neural Network Scheme for EEG-based Emotion Recognition. IEEE Journal of Translational Engineering in Health and Medicine, 2023. (IF=3.4)

[13] Wei Li, Wei Huan, et al. MS-FRAN: A Novel Multi-Source Domain Adaptation Method for EEG-Based Emotion Recognition,

IEEE Journal of Biomedical and Health Informatics, 2023. (IF=7.7)

[14] Wei Li, Weiyan Liu, et al. Attention-based Intrinsic Reward Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning, IEEE Transactions on Games, 2023. (IF=2.3）.

[15] Wei Li, Ye Tian, et al. A Bi-Stream Hybrid Model with MLPBlocks and Self Attention Mechanism for EEG-Based Emotion Recognition, Biomedical Signal Processing and Control, 2023. (IF=5.1）.

[16] Wei Li, Cheng Fang, et al. Turning Wast into Wealth: Person Identification by Emotion-Disturbed Electrocardiogram, IET Biometrics, 2023. (IF=2.0）.

[17] Wei Li, Mingming Wang, et al. EEG-Based Emotion Recognition Using Trainable Adjacency Relation Driven Graph Convolutional Network, IEEE Transactions on Cognitive and Developmental Systems, 2023. (IF=5.0）.

[18] Wei Li, Bowen Hou, et al., TMLP+SRDANN: A domain adaptation method for EEG-based emotion recognition. Measurement, Vol. 207, PP. 112379(1)-112379(10), 2023. (IF=5.131)

[19] Wei Li, Yangzhe Yi, et al. A Novel Tensorial Scheme for EEG-Based Person Identification, IEEE Transactions on Instrumentation and Measurement, Vol. 72, PP. 2500717(1)-2500717(17), 2022. (IF=5.6）

[20] Wei Li, Xiaoyu Li, et al., Overview of Reinforcement Learning for Person Re-Identification, IEEE Transactions on Biometrics, Behavior, and Identity Science, Vol 5, No. 1, PP. 105-114, 2023.

[21] Wei Li, Tengfei Zhu, et al., Recommending Advanced Deep Learning Models for Efficient Insect Pest Detection, Agriculture, Vol. 12, No. 7 1065(1)-1065(17), 2022. (IF=3.6）

[22] Wei Li, Wei Huan, et al., “Can emotion be transferred? – a review on transfer learning for EEG-based emotion recognition,” IEEE Transactions on Cognitive and Developmental Systems, Vol. 14, No. 3, PP. 833-846, 2022. (IF=4.546）

[23] Wei Li, “Finding needles in a haystack: recognizing emotions Just from your heart,” IEEE Transactions on Affective Computing, vol. 14, pp. 1488-1505, 2023. (IF=11.9）

[24] Wei Li, Zhen Zhang, et al., “Collaborative-set measurement for ECG-based human identification,” IEEE Transactions on Instrumentation and Measurement, Vol. 70, PP. 2510008(1)-2510008(8), 2021. (IF=5.4）

[25] Wei Li, Zhen Zhang; et al., A novel spatial-temporal field for emotion recognition based on EEG signals, IEEE Sensors Journal, Vol. 21, No. 23, PP. 26941(1)-26941(10), 2021. (IF=4.325）

[26] Wei Li, Zhen Zhang, et al., “Physiological-signal-based emotion recognition: an odyssey from methodology to philosophy,” Measurement, Vol. 172, PP. 108747(1)-108747(26), 2021. (IF=5.0）

[27] Wei Li, “Deep intermediate representation and in-set voting scheme for multiple-beat electrocardiogram classification,” IEEE Sensors Journal, Vol. 19, No. 16, PP. 6895-6904, 2019.（IF=4.3）

[28] Wei Li, “Wavelets for electrocardiogram: overview and taxonomy,” IEEE Access, Vol. 7, PP. 25627-25649, 2018.（IF=4.1）

[29] Wei Li,et al., “Local deep field for electrocardiogram beat classification,” IEEE Sensors Journal, Vol. 18, No. 4, PP. 1656-1664, 2018.（IF=4.3）

[30] Wei Li, et al., “Multiple-shot person re-identification via fair set-collaboration metric learning,” Neurocomputing, Vol. 242, No. C, PP. 15-27, 2017.（IF=6.0）

[31] Wei Li, et al., “Re-identification by neighborhood structure metric learning,” Pattern Recognition, Vol. 61, PP. 327-338, 2017.（IF=8.4）

[32] Wei Li, et al., “Set-based discriminative measure for electrocardiogram beat classification,” Sensors, Vol. 17, No. 2, PP. 234(1)-234(17), 2017.（IF=4.1）

[33] Wei Li, et al., “Locality based discriminative measure for multiple-shot human re-identification,” Neurocomputing, Vol. 167, PP. 280-289, 2015.（IF=6.0）

[34] Wei Li, et al., “Person re-identification by common-near-neighbor analysis,” IEICE Transactions on Information and Systems, Vol. E97D, No. 11, PP. 2935-2946, 2014.（IF=0.7）

[35] Wei Li, et al., “Bi-level relative information analysis for multiple-shot person re-identification,” IEICE Transactions on Information and Systems, Vol. E96D, No. 11, PP. 2450-2461, 2013.（IF=0.7）

[36] Wei Li, et al., “Coupled metric learning for single-shot versus single-shot person reidentification,” Optical Engineering, Vol. 52, No. 2, PP. 027203(1)- 027203(10), 2013.（IF=1.2）

[37] Wei Li, et al., A Hierarchical Three-Dimensional MLP-based Model for EEG EmotionRecognition, IEEE Sensors Letters, 2023. (IF=2.8)

[38] Wei Li, et al., PL-DINO: An Improved Transformer-Based Method for Plant Leaf Disease Detection, Agriculture, 2024.

[39] Lifeng Zhu, Wei Li, Xiaorui Zhang, and Aiguo Song, “Diffusion-based non-uniform regularization for variational shape deformation,” Computer-Aided Design, Vol. 81, PP. 61-69, 2016.（IF=4.3）

国际会议论文

[40]. Wei Li, Bowen Hou, et al. Spatial-Temporal Constraint Learning for Cross-Subject EEG-Based Emotion recognition, International Joint Conference on Neural Networks (IJCNN), 2023

[41]. Wei Li, Shitong Shao, et al. What role does data augmentation play in knowledge distillation? 16th Asian Conference on Computer Vision (ACCV), 2022

[42]. Wei Li, Weiyan Liu, et al. AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network. 14th Asian Conference on Machine Learning (ACML), 2022

[43]. Wei Li,Ye Tian, et al. BiSMSM: A Hybrid MLP-based Model of Global Self-Attention Processes for EEG-based Emotion Recognition, International Conference on Artificial Neural Networks (ICANN) 2022

[44]. Wei Li, Yang Wu, Masayuki Mukunoki, Michihiko Minoh, Locality Based Discriminative Measure for Multiple-shot Person Re-identification, 10th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2013

[45]. Wei Li, Yang Wu, Yasutomo Kawanishi, Masayuki Mukunoki, Michihiko Minoh, Riemannian Set-level Common-Near-Neighbor Analysis for Multiple-shot Person Re-identification, 13th IAPR Conference on Machine Vision Applications (MVA), 2013

[46]. Wei Li, Yang Wu, Masayuki Mukunoki, Michihiko Minoh, Common-Near-Neighbor Analysis for Person Re-identification, 19th IEEE International Conference on Image Processing (ICIP), 2012

[47]. Yang Wu, Wei Li, Michihiko Minoh, Masayuki Mukunoki, Can Feature-Based Inductive Transfer Learning Help Person Re-Identification?, 20th IEEE International Conference on Image Processing (ICIP), 2013

[48]. Yang Wu, Wei Li, Masayuki Mukunoki, Michihiko Minoh, Shihong Lao, Discriminative Collaborative Representation for Classification, 12th Asian Conference on Computer Vision (ACCV), 2014

[49]. Yang Wu, Masayuki Mukunoki, Michihiko Minoh, Wei Li, Shihong Lao, Collaborative Sparse Approximation for Multiple-shot Across-camera Person Re-identification, AVSS 2012.

Cognitive Computation （IF=5.4）期刊副主编

2-6人/年

——————————————

硕士毕业生：

2022届——张震（沐曦集成电路）

2023届——侯博文（哈工大读博）

朱腾飞（哈工大读博）

王明明（百度自然语言处理）

田也（中国移动）

房承

陈楚艺

易洋哲

宦玮

2024届邵世通（港科大读博）

邱紫明

待更新

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