朱佳玮，建筑与艺术学院，讲师，中南大学与University of Wisconsin-Madison联合培养博士。研究兴趣包括城市地理信息系统、国土资源规划以及地理大数据和人工智能的交叉研究。近年来主持国家自然科学基金青年项目一项，参与国家自然科学基金面上项目五项，主持中南大学研究生自主探索创新项目一项，在IEEE Transactions on Intelligent Transportation Systems、IEEE Geoscience and Remote Sensing Letters、IEEE Transactions on Neural Networks and Learning Systems、ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems等国内外权威期刊、会议发表论文20余篇，获授权国家发明专利6项，参与编写Handbook of Geospatial Artificial Intelligence，参与编辑出版地理国情地图集3本。
论文成果：
Jiawei Zhu, Xing Han, Hanhan Deng, Chao Tao, Ling Zhao, Tao Lin, Haifeng Li. KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. IEEE Transactions on Intelligent Transportation Systems. 2021. DOI:10.109/TITS.2021.3136287 (IF: 9.551, Q1)
Xuying Wang, Jiawei Zhu*, Zhengliang Yan, Zhaoyang Zhang, Yunsheng Zhang, Yansheng Cheng, Haifeng Li. LaST: Label-free Self-distillation Contrastive Learning with Transformer Architecture for Remote Sensing Image Scene Classification. IEEE Geoscience and Remote Sensing Letters. 2022. DOI: 10.1109/LGRS.2022.3185088. (IF: 5.343, Q1)
Haifeng Li, Jun Cao, Jiawei Zhu*, Qinyao Luo, Silu He, Xuying Wang, Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations. IEEE Transactions on Neural Networks and Learning Systems. DOI: 10.1109/TNNLS.2023.3248871. (IF: 14.255, Q1)
Jiawei Zhu, Qiongjie Wang, Chao Tao, Hanhan Deng, Ling Zhao, Haifeng Li. AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting. IEEE Access. 2021. DOI: 10.1109/ACCESS.2021.3062114 (IF: 3.476)
Jiawei Zhu, Chao Tao, Xin Lin, Jian Peng, Haozhe Huang, Li Chen, Qiongjie Wang. A Multiple Subspaces-Based Model: Interpreting Urban Functional Regions with Big Geospatial Data. ISPRS International Journal of Geo-Information. 2021. DOI: 10.3390/ijgi10020066 (IF: 3.099)
Jiawei Zhu, Xinqiang Ma, Hemeng Yang, Yan Li, Chao Tao, Haifeng Li. Comprehensive Geographic Networks Analysis: Statistical, Geometric and Algebraic Perspectives. Symmetry. 2022. 10.3390/sym14040797 (IF: 2.940)
Jiawei Zhu, Bo Li, Zhenshi Zhang, Ling Zhao, Haifeng Li. (2022). High-Order Topology-Enhanced Graph Convolutional Networks for Dynamic Graphs. Symmetry. DOI: 10.3390/sym14102218 (IF: 2.940)
Jiandong Bai, Jiawei Zhu*, Yujiao Song, Ling Zhao, Zhixiang Hou, Ronghua Du, Haifeng Li. A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting. ISPRS International Journal of Geo-Information. 2021. DOI: 10.3390/ijgi10070485. (IF: 3.099, ESI 1%高被引论文)
Ling Zhao, L, Li Luo, Bo Li, Liyan Xu, Jiawei Zhu*, Silu He, Haifeng Li. Analysis of the Uniqueness and Similarity of City Landscapes Based on Deep Style Learning. ISPRS International Journal of Geo-Information. 2021. DOI: 10.3390/ijgi10110734 (IF: 3.099)
Jie Chen, Haozhe Huang, Chao Tao, Jian Peng, Jiawei Zhu, Li Chen, Haifeng Li. Contextual Information-Preserved Architecture Learning for Remote Sensing Scene Classification. IEEE Transactions on Geoscience and Remote Sensing. 2021. DOI:10.1109/TGRS.2021.3063287 (IF: 8.125, ESI 1%高被引论文)
Jie Chen, Ziyang Yuan, Jian Peng, Li Chen, Haozhe Huang, Jiawei Zhu, Yu Liu, Haifeng Li. DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2020. DOI: 10.1109/JSTARS.2020.3037893. (IF: 4.715, ESI 0.1%热点论文, ESI 1%高被引论文)
Haifeng Li, Zengqi Cui, Zhiqiang Zhu, Li Chen, Jiawei Zhu, Haozhe Huang, Chao Tao. RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification. IEEE Transactions on Geoscience and Remote Sensing. 2020. DOI: 10.1109/TGRS.2020.3027387 (IF: 8.125, ESI 1%高被引论文)
Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu. Curvature Graph Neural Network. Information Sciences. DOI: 2021. 10.1016/j.ins.2021.12.077 (IF: 6.795).
Yunlei Liang, Jiawei Zhu, Wen Ye, Song Gao. Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interaction. Proceedings of the 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. 2022.
Li Chen, Haifeng Li, Guowei Zhu, Qi Li, Jiawei Zhu, Haozhe Huang, Jian Peng, Lin Zhao. Attack Selectivity of Adversarial Examples in Remote Sensing Image Scene Classification. IEEE Access. 2020. DOI: 10.1109/ACCESS.2020.3011639 (IF: 3.476)
Yue Lu, Xinsha Fu, Chongzhen Lu, Enqiang Guo, Feng Tang, Jiawei Zhu, Haifeng Li∗. Effects of route familiarity on driver psychological status: a study of natural driving. Transportation Research Part F: Traffic Psychology and Behaviour. 2020. DOI: 10.1016/j.trf.2020.09.005 (IF: 2.518)
Yanjie Zeng, Xin Fu, Lei Gao, Jiawei Zhu, Haifeng Li and Yuheng Li. Robust Multivehicle Tracking with Wasserstein Association Metric in Surveillance Videos. IEEE Access. 2020. DOI: 10.1109/ACCESS.2020.2978539 (IF: 3.476)
Yunsheng Zhang, Qingzhang Shi, Jiawei Zhu, Jian Peng, Haifeng Li. Time Series Clustering with Topological and Geometric Mixed Distance. Mathematics. DOI: 10.3390/math9091046. (IF: 2.592)
获奖情况
2019年“理想杯”大学生大数据创新应用与建模比赛二等奖
2016年湖南省第三测绘院2016年度优秀个人
2013年中南大学2013届优秀毕业生
2012年国家奖学金
2012年中南大学校优秀学生
2012年中南大学年度奖学金一等奖
2012 Esri杯中国大学生GIS软件开发竞赛优胜奖
2011年浙江华友奖学金优秀学生奖
2011年中南大学校优秀学生
2010年国家励志奖学金
2010年中南大学校优秀学生
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