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主要专注于计算机视觉、机器学习和大模型应用等方面的基础与应用研究，第一/通讯作者在TPAMI, IJCV, TIP, ICCV,ECCV, AAAI等国际高水平学术期刊/会议上发表学术论文50余篇，其中SCI一区和CCF A类期刊/会议30余篇。
拥有国家发明专利11项，科研成果成功转化9项，出版《科学出版社》专著一部。近年来，主持多项国家自然科学基金项目，涵盖从深度拓扑学习到多视图空间一致性等重要研究课题。
曾获得中国图象图形学学会“优秀博士学位论文”（全国10人）、福建省“优秀博士学位论文”、福建五四青年奖章、福州市青年科技奖等。
欢迎有志于计算机视觉、机器学习、大模型领域的优秀硕士与博士研究生加入我们的团队，共同探索和创新！
注：要求有丰富的深度学习编程基础和发表SCI一区/CCF A 会议等科研基础！
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支持扩展名：.rar .zip .doc .docx .pdf .jpg .png .jpeg1. Guobao Xiao, Jun Yu，Jiayi Ma，Deng-Ping Fan and Ling Shao, Latent Semantic Consensus For Deterministic Geometric ModelFitting，IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024, 46 (9), 6139 - 6153 (SCI/JCR-1,TOP期刊, CCF A, IF=20.8)
2. Guobao Xiao, Xin Liu, Zhen Zhong, Xiaoqin Zhang, Jiayi Ma and Haibin Ling,T-Net++: Effective Permutation-Equivariance Network for Two-View Correspondence Pruning，IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024,1-17 (SCI/JCR-1, TOP期刊, CCF A, IF=20.8)
3. Hanzi Wang#, Guobao Xiao#(Equal Contribution), Yan Yan and David Suter, Searching for representative modes on hypergraphs for robust geometric model fitting, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019, 41(3), 687-711(SCI/JCR-1, TOP期刊, CCF A, IF=20.8)
4. Guobao Xiao, Hanzi Wang*, Yan Yanand David Suter, Superpixel-guided two-view deterministic geometric model fitting, International Journal of Computer Vision (IJCV), 2019, 127 (4), 323-339 (SCI/JCR-2, TOP期刊, CCF A, IF=11.6)
5. Guobao Xiao, Hanzi Wang*, Jiayi Ma and David Suter, Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting, International Journal of Computer Vision (IJCV), 2021, 129,2034-2056 (SCI/JCR-2, TOP期刊, CCF A, IF=11.6)
6. Guobao Xiao, Jiayi Ma*, Shiping Wang and Changwen Chen, Deterministic Model Fitting by Local-NeighborPreservation and Global-Residual Optimization, IEEE Transactions on Image Processing (TIP), 2020, 29, 8988-9001 (SCI/JCR-1, TOP期刊, CCF A, IF=10.8)
7. Linxin Zheng, GuobaoXiao*, Ziwei Shi, Shiping Wang and Jiayi Ma,MSA-Net: Establishing Reliable Correspondences by Multi-Scale Attention Network, IEEE Transactions on Image Processing (TIP), 2022, 31, 4598-4602 (SCI/JCR-1, TOP期刊, CCF A, IF=10.8)
8. Xin Liu, Guobao Xiao*, Riqing Chen*and Jiayi Ma, PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning, IEEE Transactions on Image Processing (TIP), 2023, 32,1367-1378 (SCI/JCR-1, TOP, CCF A, IF=10.8)
9. Shunxing Chen, Guobao Xiao*, Junwen Guo, Qiangqiang Wu and Jiayi Ma, DHM-Net: Deep Hypergraph Modeling for Robust Feature Matching, IEEE Transactions on Image Processing (TIP), 2024 (SCI/JCR-1,TOP, CCF A, IF=10.8)
10. Junwen Guo, GuobaoXiao*, Shiping Wang and Jun Yu, Graph Context Transformation Learning for Progressive Correspondence Pruning, Thirty-EighthAAAI Conference on Artificial Intelligence (AAAI), 2024 (CCF A类会议)
11. Xiangyang Miao, GuobaoXiao*, Shiping Wang and Jun Yu, Graph Context Transformation Learning for Progressive Correspondence Pruning, Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024 (CCF A类会议)
12. Tangfei Liao, Xiaoqin Zhang*, Li Zhao, Tao Wang and Guobao Xiao*, Graph Context Transformation Learning for Progressive Correspondence Pruning, Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024 (CCF A类会议)
13. Zhen Zhong, Guobao Xiao*, Linxin Zheng, Yan Lu and Jiayi Ma, T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning, IEEE International Conference on Computer Vision (ICCV), 2021,1950-1959 (CCF A类会议)
14. Hanzi Wang, Guobao Xiao(Equal Contribution), Yan Yan, David Suter, Mode-seeking on hypergraphs for robust geometric model fitting, International Conference on Computer Vision (ICCV), 2015, 2902-2910 (CCF A类会议)
15. Zhenni Yu, Xiaoqin Zhang*, Li Zhao, Yi Bin and Guobao Xiao*, Exploring Deeper! Segment Anything Model with Depth Perceptionfor Camouflaged Object Detection, Proceedings of the 32nd ACM International Conference on Multimedia (MM), 2024, 4322--4330, (CCF A类会议)
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