个人简介
项昊龙,本科毕业于山东大学软件工程专业,硕士毕业于南京大学计算机科学与技术系,2024年获澳大利亚麦考瑞大学计算机系博士学位,读博期间获得奥克兰大学全额奖学金和麦考瑞大学全额奖学金。他的研究兴趣包括异常检测、数据挖掘、人工智能和边缘计算。在IJCAI、SIGIR、ICDM、CIKM、TOMM、WWW Journal等国际会议和期刊上发表论文30余篇;担任国际会议ICPADS 2023和DSAA 2023的领域主席,KDD、NeurIPS、ICLR、IJCAI、AAAI等国际顶级会议的程序委员。
代表论文:
[1] Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu. OptIForest: Optimal Isolation Forest for Anomaly Detection. IJCAI, 2023. (CCF A)
[2] Haolong Xiang, Xuyun Zhang, Xiaolong Xu, Amin Beheshti, Lianyong Qi, Yujie Hong, Wanchun Dou. Federated Learning-Based Anomaly Detection with Isolation Forest in the IoT-Edge Continuum. TOMM, 2024. (CCF B)
[3] Yifan Zhang, Haolong Xiang*, Xuyun Zhang, Xiaolong Xu, Wei Fan, Qin Zhang, and Lianyong Qi. EEiF: Efficient Isolated Forest with e Branches for Anomaly Detection. ICDM, 2024. (CCF B)
[4] Jiajie Xu, Haolong Xiang*, Shaobo Zang, Muhammad Bilal, Maqbool Khan, Guangming Cui. A DQN-based Edge Offloading Method for Smart City Pollution Control. TST, 2024. (中科院二区)
[5] Haolong Xiang, Xuyun Zhang, Mark Dras, Amin Beheshti, Wanchun Dou, Xiaolong Xu. Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection. ICDM, 2023. (CCF B)
[6] Haolong Xiang, Xuyun Zhang, Muhammad Bilal. A Cloud-edge Service Offloading Method for the Metaverse in Smart Manufacturing. SP&E, 2023. (CCF B)
[7] Haolong Xiang, Hongsheng Hu, Xuyun Zhang. Deepiforest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest. ICDM, 2022. (CCF B)
[8] Haolong Xiang, Xuyun Zhang. Edge Computing Empowered Anomaly Detection Framework with Dynamic Insertion and Deletion Schemes on Data Streams. WWW Journal, 2022. (CCF B)
[9] Haolong Xiang, Jiayu Wang, Kotagiri Ramamohanarao, Zoran Salcic, Wanchun Dou, Xuyun Zhang. Isolation Forest Based Anomaly Detection Framework on Non-IID Data. IEEE Intelligent Systems, 2021.
[10] Haolong Xiang, Zoran Salcic, Wanchun Dou, Xiaolong Xu, Lianyong Qi, Xuyun Zhang. OPHiForest: Order Preserving Hashing Based Isolation Forest for Robust and Scalable Anomaly Detection. CIKM, 2020. (CCF B)
[11] Haolong Xiang, Xiaolong Xu, Haoquan Zheng, Shu Li, Taotao Wu, Wanchun Dou, Shui Yu. An Adaptive Cloudlet Placement Method for Mobile Applications over GPS Big Data. GLOBECOM, 2016. (CCF C)
[12] Xiaolong Xu, Hongsheng Dong, Lianyong Qi, Xuyun Zhang, Haolong Xiang, Xiaoyu Xia, Yanwei Xu, Wanchun Dou. CMCLRec: Cross-modal Contrastive Learning for User Cold-start Sequential Recommendation. SIGIR, 2024. (CCF A)
[13] Qin Zhang, Ziqi Liu, Qincai Li, Haolong Xiang, Zhizhi Yu, Junyang Chen, Peng Zhang, Xiaojun Chen. Open-world Structured Sequence Learning via Dense Target Encoding. Information Sciences, 2024. (CCF B, 中科院一区)
[14] Xutong Jiang, Guoming Zhang, Hao Tian, Haolong Xiang, Xuyun Zhang, Wanchun Dou. A Blockchain-enabled Secure Access Management Method in Edge Computing. ICPDS, 2023. (CCF C)
[15] Zheng Li, Xiaolong Xu, Tian Hang, Haolong Xiang, Yan Cui, Lianyong Qi, Xiaokang Zhou. A Knowledge-driven Anomaly Detection Framework for Social Production System. TCSS, 2022. (CCF C)
[16] Meng Liu, Hongsheng Hu, Haolong Xiang, Chi Yang, Lingjuan Lyu, Xuyun Zhang. Clustering-based Efficient Privacy-preserving Face Recognition Scheme Without Compromising Accuracy. TOSN, 2021. (CCF B)
[17] Lianyong Qi, Haolong Xiang, Wanchun Dou, Chi Yang, Yongrui Qin, Xuyun Zhang. Privacy-preserving Distributed Service Recommendation Based on Locality-sensitive Hashing. ICWS, 2017. (CCF B)
教育经历
[1] 澳大利亚麦考瑞大学 哲学博士 | 博士
[2] 南京大学 工学硕士 | 硕士
[3] 山东大学 工学学士 | 本科
工作经历
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社会兼职
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研究方向
其他联系方式
[1] 邮编: 210044
[3] 通讯/办公地址: 南京市宁六路219号
[6] 邮箱: hlx@ieee.org
团队成员
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