代表性期刊论文 (Selected Journal Papers):
1.Zhaoying Shi, Junwei Duan, Long Chen, C. L. Philip Chen, “Robust and Fuzzy Ensemble framework via Spectral Learning for Random Projection-based Fuzzy-C-Means Clustering”, Engineering Applications of Artificial Intelligence, 2023. (SCI, Top 期刊, 通信作者)
2.Junwei Duan, Yang Liu, Huanhua Wu, Jing Wang, Long Chen and C. L. Philip Chen, “Broad Learning for Early Diagnosis of Alzheimer’s Disease Using FDG PET of the Brain”, Frontiers in neuroscience, 2023. (SCI,Top 期刊, 第一作者/通信作者)
3.Yang Liu, Huan Zhou, Min Guan, Fengling Feng and Junwei Duan, “Scalp EEG-based Automatic Detection of Epileptiform Events via Graph Convolutional Network and Bi-directional LSTM Co-embedded Broad Learning System”, IEEE signal processing letters, 2023. (SCI, 通信作者)
4.Huiqin Wei, Long Chen, C. L. Philip Chen, Junwei Duan, Ruizhi Han, Li Guo, “Fuzzy clustering for multiview data by combining latent information”, Applied Soft Computing, 2022. (SCI, Top 期刊, 通信作者)
5.Guangheng Wu, Junwei Duan, “BLCov:A Novel Collaborative-competitive Broad Learning System for COVID-19 Detection from Radiology Images”, Engineering Applications of Artificial Intelligence, 2022. (SCI, Top 期刊, 通信作者)
6.Jiabao Yu, Jiawei Chen, Ying Chen, Zhiguo Zhou, Junwei Duan,“Double Broad Reinforcement Learning Based on Hindsight Experience Replay for Collision Avoidance of Unmanned Surface Vehicles”，Journal of Marine Science and Engineering，2022. (SCI, 通信作者)
7.Junwei Jin, Yanting Li, Tiejun Yang, Liang Zhao, Junwei Duan, C. L. Philip Chen, “Discriminative group-sparsity constrained broad learning system for visual recognition”，Information Sciences, 2021.(SCI, Top期刊, 通信作者)
8.Zhiguo Zhou, Jiaen Sun, Jiabao Yu, Kaiyuan Liu, Junwei Duan, Long Chen, C. L. Philip Chen, “An Image-Based Benchmark Dataset and a Novel Object Detector for Water Surface Object Detection”，Frontiers in Neurorobotics, 2021.(SCI, 通信作者)
9. 段俊伟，许林灿，全渝娟，陈龙，陈俊龙. 基于图正则化的贝叶斯宽度学习系统. 智能科学与技术学报，2021. （期刊， 第一作者）
10. Junwei Duan, Long Chen, C. L. Philip Chen, “Multifocus image fusion using enhanced linear spectral and fast depth map estimation”, Neurocomputing, 2018.(SCI, Top期刊, 第一作者)
专题报告 (Talk)：
1.浅谈物联网时代下智能服务机器人在产业中的应用及发展，2019年国家机器人发展论坛，2019
所获奖项 (Awards):
1.优秀本科生班主任, 2022.12
2.本科生教学竞赛团队奖, 2022.12
3.路翔创新创业伯乐奖, 2022.12
4.吴渔夫科技创新育人奖, 2022.10
5.2022 美国大学生数学建模竞赛Honorable Mention 奖, 2022.5 （指导老师）
6.第一届“大湾区杯”粤港澳金融数学建模竞赛三等奖, 2020.12 （指导老师）
7.全国首届“人工智能+”创新创业创造大赛创新奖，智慧护眼天使，2019. 10（指导老师）
8.珠海（国家）高新区“菁牛汇”创新创业大赛二等奖，无人船项目，2017.12