个人信息
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姓名：黄斐然 部门： 性别：男 职称：副教授 电子邮箱：huangfr@jnu.edu.cn |
联系方式 电子邮箱：huangfr@jnu.edu.cn 对人工智能、社交网络挖掘、多媒体安全、智慧教育有兴趣，勤奋、积极向上的的研究生与本科学生，欢迎通过邮件联系。 |
个人简介 黄斐然，暨南大学副教授，硕士生导师。主要研究方向为社交媒体分析与推荐系统。在领域内权威会议与期刊SIGIR、KDD、ACMMM、IEEETIP、IEEETIFS、IEEETKDE等发表论文70余篇，获得SIGIR2023最佳论文提名、PAKDD2023最佳论文提名等奖；主持/负责国家自然科学基金项目3项，主持广东省基金、教育部委托、公安厅委托等项目7项；授权国家发明专利16项、美国发明专利2项、软件著作权3项；在学术兼职方面，担任SCI期刊CAEE副主编、EI期刊IJMUE的编委，担任SIGIR、IJCAI等会议的PCmember，担任IEEETPAMI、IEEETNNLS、IEEETMM、IEEETCSVT、ACMTOMM等期刊的审稿人。 学习经历 2014.9–-2019.1，北京航空航天大学，计算机学院，博士导师：李舟军 2012.9–-2014.6，北京航空航天大学，计算机学院，硕士（转博）导师：曹庆华 2007.9–-2011.7，中南大学，物理学院，学士 工作经历 2019至今，暨南大学，副教授 研究方向 人工智能，社交网络，推荐系统，多媒体安全 主要论文 代表性科研成果： 2023年: [1] Feiran Huang, Zefan Wang, Xiao Huang, Yufeng Qian, Zhetao Li,Hao Chen: Aligning Distillation For Cold-start ItemRecommendation. SIGIR 2023: 1147-1157 (CCF A类会议,Best Paper Award Honorable Mention) [2] Yue Xu*, Hao Chen, Zefan Wang, Jianwen Yin, Qijie Shen, DiminWang, Feiran Huang*, Lixiang Lai, Tao Zhuang, Junfeng Ge, Xia Hu:Multi-factor Sequential Re-ranking with Perception-AwareDiversification. KDD 2023: 5327-5337 (CCF A类会议) [3] Yi Zhao, Chaozhuo Li, Jiquan Peng, Xiaohan Fang, Feiran Huang,Senzhang Wang, Xing Xie, Jibing Gong: Beyond the OverlappingUsers: Cross-Domain Recommendation via Adaptive Anchor LinkLearning. SIGIR 2023: 1488-1497 (CCF A类会议) [4] Yingze Xie, Jie Xu, LiQiang Qiao, Yun Liu, Feiran Huang,Chaozhuo Li: Generative Sentiment Transfer via Adaptive Masking.PAKDD (4) 2023: 198-209 (CCF C类会议,Best Paper Runner Up Award) [5] Hongshuang Hu, Yongdong Wu, Jian Weng, Kaimin Wei, ZhiquanLiu, Feiran Huang, Yinyan Zhang: Attacks on Acceleration-BasedSecure Device Pairing With Automatic Visual Tracking. IEEE Trans.Inf. Forensics Secur. 18: 3991-4005 (2023) (CCF A类期刊,中科院一区,IF: 6.8 ) [6] Jingjing Guo, Zhiquan Liu, Siyi Tian, Feiran Huang, et al.TFL-DT: A Trust Evaluation Scheme for Federated Learning inDigital Twin for Mobile Networks. IEEE Journal on Selected Areasin Communications (2023). (CCF A类期刊,中科院一区,IF: 16.4) [7] Yuanchen Bei, Hao Chen, Shengyuan Chen, Xiao Huang, ShengZhou*, Feiran Huang*.: Non-Recursive Cluster-Scale GraphInteracted Model for Click-Through Rate Prediction. CIKM 2023 (CCFB类会议) [8] Jie Xu, Chaozhuo Li, Feiran Huang, et al. Sinkhorn DistanceMinimization for Adaptive Semi-Supervised Social NetworkAlignment. IEEE Transactions on Neural Networks and LearningSystems (2023). (CCF B类期刊,中科院一区,IF: 14.225) 2022年: [1] Hao Chen, Zefan Wang, Feiran Huang*, Xiao Huang, Yue Xu, YishiLin, Peng He, Zhoujun Li: Generative Adversarial Framework forCold-Start Item Recommendation. SIGIR 2022: 2565-2571 (CCF A类会议) [2] Yun Liu, Xiaoming Zhang, Feiran Huang*, Bo Zhang, Zhoujun Li:Cross-Attentional Spatio-Temporal Semantic Graph Networks forVideo Question Answering. IEEE Trans. Image Process. 31: 1684-1696(2022) (CCF A类期刊,中科院一区,IF: 11.041 ) [3] Jie Xu, Zhoujun Li, Feiran Huang*, Chaozhuo Li, Philip S. Yu:Visual Sentiment Analysis With Social Relations-GuidedMultiattention Networks. IEEE Trans. Cybern. 52(6): 4472-4484(2022) (CCF B类期刊,中科院一区,IF: 19.118 ) [4] Bo Zhang, Xiaoming Zhang, Feiran Huang, Ming Lu, Shuai Ma:Deep Kernel Network Embedding. IEEE Trans. Knowl. Data Eng. 35(6):5710-5723 (2023) (CCF A类期刊,中科院一区,IF: 8.9 ) [5] Jingjing Guo, Huamin Gao, Zhiquan Liu, Feiran Huang, JunweiZhang, Xinghua Li, Jianfeng Ma: ICRA: An Intelligent ClusteringRouting Approach for UAV Ad Hoc Networks. IEEE Trans. Intell.Transp. Syst. 24(2): 2447-2460 (2023) (CCF B类期刊,中科院一区,IF:9.551 ) [6] Yun Liu, Xiaoming Zhang, Feiran Huang, Shixun Shen, Peng Tian,Lang Li, Zhoujun Li: Dynamic self-attention with visionsynchronization networks for video question answering. PatternRecognit. 132: 108959 (2022) (CCF B类期刊,中科院一区,IF:8.518 ) 2021年及以前: [1] Feiran Huang, Xiaoming Zhang, Jie Xu, Zhonghua Zhao, ZhoujunLi: Multimodal Learning of Social Image Representation byExploiting Social Relations. IEEE Trans. Cybern. 51(3): 1506-1518(2021) (CCF B类期刊,中科院一区,IF: 19.118 ) [2] Feiran Huang, Alireza Jolfaei, Ali Kashif Bashir: RobustMultimodal Representation Learning With Evolutionary AdversarialAttention Networks. IEEE Trans. Evol. Comput. 25(5): 856-868(2021) (CCF B类期刊,中科院一区,IF: 16.497 ) [3] Chaozhuo Li, Senzhang Wang, Feiran Huang, Jie Xu, Philip S.Yu: Hubness-aware User Identity Linkage. CIKM 2021: 3196-3200(CCFB类会议) [4] Zhiquan Liu, Jianfeng Ma, Jian Weng, Feiran Huang*, et al:LPPTE: A lightweight privacy-preserving trust evaluation schemefor facilitating distributed data fusion in cooperative vehicularsafety applications. Information Fusion 73: 144-156 (2021) (CCFB类期刊,中科院一区,IF: 17.564 ) [5] Yun Liu, Xiaoming Zhang, Qianyun Zhang, Chaozhuo Li, FeiranHuang, Xianghong Tang, Zhoujun Li: Dual self-attention withco-attention networks for visual question answering. PatternRecognit. 117: 107956 (2021) (CCF B类期刊,中科院一区,IF:8.518 ) [6] Feiran Huang, Jie Xu, Jian Weng: Multi-Task Travel RoutePlanning With a Flexible Deep Learning Framework. IEEE Trans.Intell. Transp. Syst. 22(7): 3907-3918 (2020) (CCF B类期刊,中科院一区,IF: 9.551 ) [7] Yun Liu, Xiaoming Zhang, Feiran Huang, Lei Cheng, ZhoujunLi:Adversarial Learning With Multi-Modal Attention for VisualQuestion Answering. IEEE Trans. Neural Networks Learn. Syst.32(9): 3894-3908 (2020) (CCF B类期刊,中科院一区,IF: 10.451 ) [8] Feiran Huang, Kaimin Wei, Jian Weng, Zhoujun Li:Attention-Based Modality-Gated Networks for Image-Text SentimentAnalysis. ACM Trans. Multim. Comput. Commun. Appl. 16(3):79:1-79:19 (2020) (CCF B类期刊) [9] Hao Chen, Yue Xu, Feiran Huang, et al. Label-Aware GraphConvolutional Networks[C]// ACM CIKM, 2020: 1977-1980. (CCF B类会议) [10] Feiran Huang, Xiaoming Zhang, Zhonghua Zhao, Zhoujun Li:Bi-directional Spatial-Semantic Attention Networks for Image-TextMatching[J]. IEEE Transactions Image Processing (2019) (中科院一区，CCFA 类，IF:10.856) [11] Feiran Huang, Xiaoming Zhang, Zhonghua Zhao, Jie Xu, Zhoujun Li:Image-text sentiment analysis via deep multimodal attentivefusion. Knowl. Based Syst. 167: 26-37 (2019) (中科院一区，IF:8.038) [12] Chaozhuo Li, Lei Zheng, Senzhang Wang, Feiran Huang, et al.Multi-Hot Compact Network Embedding[C]// ACM CIKM, 2019: 459-468.(CCF B类会议) [13] Feiran Huang, Xiaoming Zhang, Zhoujun Li. Learning jointmultimodal representation with adversarial attentionnetworks[C]//2018 ACM MM, 2018: 1874-1882. (CCF A类会议) [14] Feiran Huang, Xiaoming Zhang, Chaozhuo Li, et al. Multimodalnetwork embedding via attention based multi-view variationalautoencoder[C]// ACM ICMR. 2018: 108-116. (CCF B类会议) [15] Yun Liu, Xiaoming Zhang, Feiran Huang, et al. AdversarialLearning of Answer-Related Representation for Visual QuestionAnswering[C]// ACM CIKM, 2018: 1013-1022. (CCF B类会议) 讲授课程 《机器学习》 《人工智能》 《学术论文写作与规范》 |
承担课题 主持/负责国家自然科学基金项目3项，其他广东省基金、教育部委托、公安厅委托等项目7项，代表性项目包括： [1]国家自然科学基金面上项目（53万，2023.01–2026.12），主持 [2]国家自然科学基金联合重点项目（64.25万，2023.01–2026.12），合作单位负责人 [3]国家自然科学基金青年项目（24万，2020.01–2022.12），主持 [4]广东省自然科学基金面上项目（10万，2020.01–2022.12），主持 |
发明专利 授权国家发明专利、美国发明专利、软件著作权共20余项，获评日内瓦国际发明展金奖。代表性的专利与软著包括： [1]黄斐然等.一种基于图注意力网络的中文短文本分类方法.国家发明专利,专利号:ZL202011141057.5, 申请日期:2020.10.22. [2]黄斐然等.基于BERT的多任务新闻分类方法及装置.国家发明专利,专利号:202211283553.3, 申请日期:2022.10.20. [3]黄斐然等.基于YOLOv5和MobileNetV2的车辆型号识别方法.国家发明专利,专利号:ZL202110912415.6, 申请日期:2021.08.10. [4]黄斐然等.基于Transformer的多重特征中英文情感分类方法及系统.国家发明专利,专利号:ZL202010659948.3, 申请日期:2020.07.10. [5]黄斐然等.基于图神经网络的新闻多样性推荐方法及装置.国家发明专利,专利号:ZL202211283583.4, 申请日期:2022.10.20. [6]黄斐然等.一种面向特定目标的社交媒体推文情感分析方法.国家发明专利,专利号:ZL202211342234.5, 申请日期:2022.10.31. [7]Feiran Huang et al. Text sentiment analysis method based onmulti-level graph pooling: U.S. Patent 11,687,728[P]. 2023-6-27. [8]Feiran Huang et al. Social recommendation method based onmulti-feature heterogeneous graph neural networks: U.S. Patent11,631,147[P]. 2023-4-18. [9]大数据调度平台V1.0.登记号:2022SR1536083. 发表日期:2022.07.04 [10]大数据智能采集任务系统V1.0.登记号:2022SR1534995. 发表日期:2022.07.24 |
社会职务 担任ELSEVIERSCI期刊COMPUTERS& ELECTRICAL ENGINEERING（IF:3.818）副主编 担任SPRINGERSCI期刊MULTIMEDIATOOLS AND APPLICATIONS（CCFC，IF:2.757）客座主编 担任EI期刊INTERNATIONALJOURNAL OF MULTIMEDIA AND UBIQUITOUS ENGINEERING 编委 担任SIGIR、IJCAI等会议的PCmember；担任IEEETPAMI、IEEETNNLS、IEEETMM、IEEETCSVT、IEEETCSS、ACMTOMM、ACMTIST等期刊的长期审稿人。 |
