肖顺鑫，男，中共党员，博士，讲师，于2023年10月入职厦门理工学院计算机与信息工程学院，福建省模式识别与图像理解重点实验室成员，中国图象图形学会文档图像分析与识别专委会委员。在国际著名期刊IEEE Transactions on Multimedia、IEEE Transactions on Big Data, IEEE Transactions on Emerging Topics in Computational Intelligence、IEEE Journal of Biomedical and Health Informatics等上发表了若干篇论文。担任IEEE Transactions on Neural Networks and Learning Systems、IEEE Transactions on Circuits and Systems for Video Technology、IEEE Transactions on Emerging Topics in Computational Intelligence等国际期刊审稿人。
研究兴趣：图神经网络、表示学习、生物信息计算、可信人工智能
电子邮件：xiaoshunxin.tj@gmail.com
教育背景
l 2021.10 - 2022.10: 新加坡南洋理工大学，公派博士联合培养（导师：Prof. Jagath Rajapakse）
l 2019.09 - 2023.06: 福州大学，计算机科学与技术专业，博士（导师：王石平教授）
l 2016.09 - 2019.03: 福州大学，计算机软件与理论专业，硕士（导师：刘漳辉副教授）
l 2012.09 - 2016.06: 桂林电子科技大学，软件工程专业，本科
科研项目
l 福建省中青年教师教育科研项目，多模态图表示学习方法研究（JAT231102），2024.01-2026.12，主持
l 厦门理工高层次人才项目，基于图神经网络的数据表示与增强研究（YKJ23027R），2023.11-2026.10，主持
l 国家自然科学基金面上项目，先进Via-Pillar工艺下VLSI性能驱动多层布线算法研究（61877010），2019.01-2022.12，参与
l 福建省自然科学基金面上项目，多动态电压设计下带粒子群优化的VLSI总体布线算法研究（2019J01243），2019.06-2022.5，参与
代表性论文 [Full List]
l Shunxin Xiao; Shiping Wang; Yuanfei Dai; Wenzhong Guo*; Graph Neural Networks in Node Classification: Survey and Evaluation, Machine Vision and Applications, 2022, 33(4): 1-19.
l Shunxin Xiao; Shiping Wang; Wenzhong Guo*; SGAE: Stacked Graph Autoencoder for Deep Clustering, IEEE Transactions on Big Data, 2023, 9(1): 254-266.
l Shunxin Xiao; Shide Du; Zhaoliang Chen; Yunhe Zhang; Shiping Wang*; Dual Fusion-Propagation Graph Neural Network for Multi-View Clustering, IEEE Transactions on Multimedia, 2023, 25: 9203-9215.
l Shunxin Xiao; Huibin Lin; Conghao Wang; Shiping Wang; Jagath C. Rajapakse*; Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis, IEEE Journal of Biomedical and Health Informatics, 2023, 27(9): 4591-4600.
l Shunxin Xiao; Huibin Lin; Jianwen Wang; Xiaolong Qin; Shiping Wang*; Multi-Relation Augmentation for Graph Neural Networks, IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
l Sujia Huang; Shunxin Xiao; Yuhong Chen; Jinbin Yang; Zhibin Shi; Yanchao Tan; Shiping Wang*; Unified Structure-aware Feature Learning for Graph Convolutional Network, Expert Systems with Applications, 2024, 254: 124397. (共同一作)
l Suijia Huang; Shunxin Xiao; Wenzhe Liu; Jielong Lu; Zhihao Wu; Shiping Wang; Jagath C. Rajapakse*; Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification, IEEE International Conference on Bioinformatics and Biomedicine, 2023: 1983-1988. (共同一作)
l Zirong Chen; Shunxin Xiao*; Wang Mana; Dahan Wang; Yifan He; Shunzhi Zhu; Enhancing Lightweight Remote Sensing Semantic Segmentation via Weak Consistency Regularization, International Joint Conference on Neural Networks, 2024.
