个人信息姓名：罗学雄
国籍：中国
性别：男
毕业院校：澳大利亚麦考瑞大学
职称：研究员
学位：博士
电子邮件：xuexiong.luo@ncu.edu.cn
所在单位：人工智能学院
办公地址：信工楼C622
个人信息罗学雄，男，博士，南昌大学学科优秀人才，人工智能学院特聘研究员。2024年博士毕业于澳大利亚麦考瑞大学 (QS2026-138), 2024-2025年麦考瑞大学担任博士后研究员。本人从事图机器学习、图异常检测、脑疾病智能诊断、大语言模型等方面科研工作。在AAAI、IJCAI、ACM MM、WSDM、ICDM、SDM、TKDE、TNNLS、TAI、TBD等国际权威会议和期刊上发表论文20余篇。曾荣获麦考瑞大学校长学术卓越奖、IJCAI-2024旅行资助奖等, 授权发明专利1项。担任国际会议IJCNN-2025, 2026 和ICASSP-2026的领域主席，长期担任Nature Communication、npj Digital Medicine、TKDE、TNNLS、TKDD、Neural Network、KDD、 AAAI、 IJCAI、MICCAI等多个国际期刊和会议的审稿人。
PS：欢迎对以上研究方向感兴趣的准研究生或本科生联系我，个人简历请发送至邮箱xuexiong.luo@ncu.edu.cn。本人有丰富的科研指导经验，已指导多名学生发表CCF A类或B类会议和期刊论文多篇，与国内外众多知名高校保持紧密合作，可推荐大家进入国内外知名高校深造和企业实习。
代表性论文如下(部分)，更多论文请访问：https://scholar.google.com/citations?user=WTaGGq8AAAAJ&hl=en
[1] Xuexiong Luo, Jia Wu, Sheng Zhang,Guangwei Dong,Shan Xue,HaoPeng, Jian Yang, Chuan Zhou, Wenbin Hu, and Amin Beheshti. Extract and Refine Brain Subgraph for Disorder Analysis via Cross-DomainLearning. IEEE Transactions on Big Data (TBD), Accept, 2026.
[2] Xuexiong Luo, Sheng Zhang, Jia Wu, Hongyang Chen, Hao Peng, Chan Zhou,Zhao Li, Shan Xue, and Jian Yang. ReiPool:Reinforced Pooling Graph Neural Networks for Graph-Level Representation Learning. IEEE Iransactions on Knowledge and Data Engineering (TKDE), 2024. (CCF A)
[3] Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z.Sheng, David McAlpine, Paul Sowman, Alexis Giral, and Philip S. Yu. Graph Neural Networks for Brain Graph Learning: A Survey. InternationalJoint Conference on Artificial Intelligence (IJCAI), 2024. (CCF A)
[4] Xuexiong Luo, Jia Wu, Jian Yang, Hongyang Chen,Zhao Li,Hao Peng, and Chuan Zhou. Knowledge Distillation Guided Interpretable Brain Subgraph Neural Networks for Brain Disorder Exploration. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024. (CCF B)
[5] Xuexiong Luo, Jia Wu, Amin Beheshti, Jian Yang, Xiankun Zhang,Yuan Wang, and Shan Xue. ComGA: Community-Aware Attributed Graph Anomaly Detection. ACM International Conference onWeb Search and Data Mining (WSDM), 2022. (CCF B)
[6] Mingkang Li, Xuexiong Luo(共同一作),Yue Zhang,Yaoyang Li, and Fu Lin. GTHNA: Local-global Graph Transformer with Memory Reconstruction for Holistic Node Anomaly Evaluation. Proceedings of the33rd ACM International Conference on Multimedia (MM), 2025. (CCF A)
[7] Yuhu Shang, Xiang Cheng, Yimeng Ren, Huijia Wu, Xuexiong Luo, Kangkang Lu, Jian Zhao, and Zhaofeng He. From Chaos to Cure: A Prefix Heuristics Guided Model-Agnostic Adaptive Detoxification Framework. Association for the Advancement of Artificial Intelligence (AAAI), 2026. (CCF A)
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