个人简介
教育及工作经历:
2009.9-2013.6,南京大学软件学院,获工学学士学位
2014.9-2019.6,浙江大学计算机学院,获工学博士学位
2019.7-至今,重庆大学大数据与软件学院,讲师
研究课题:
[5]国家重点研发计划,高置信城市信-物融合系统关键技术研发与应用,2020.1-2022.12,项目骨干
[4]中央高校基本科研业务费“前沿交叉研究专项”重点项目,颗粒偏析行为的尺度效应,2020.9-2023.8,项目骨干
[3]国家重点基础研究发展计划(973计划)课题,三元空间群智计算,2015CB352302,2015.1-2019.11,参加
[2]国家自然科学基金委国家杰出青年科学基金,多媒体分析,61625107,2017.1-2021.12,参加
[1]国家自然科学基金委-浙江两化融合联合基金重点支持项目,城市智慧安监的相关基础理论和视觉分析技术, U1509206,2016.1 -2019.12,参加
研究领域
研究方向:人工智能、数据挖掘、社交网络挖掘、深度学习等
近期论文
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科研论文(*为通讯作者):
[9]Jun Song, Yueyang Wang*,Siliang Tang, Yin Zhang, Zhigang Chen, Zhongfei(Mark) Zhang, Tong Zhang, Fei Wu. “Local-Global Memory Neural Network for Medication Prediction.”IEEE Transactions on Neural Networks and Learning Systems (TNNLS),Accepted, 2020. (JCR Q1, CCF B, IF=11.683)
[8]Liang Hu, Zhenyu Liu*, Weifei Hu, Yueyang Wang, Jianrong Tan, Fei Wu.“Petri-net-based Dynamic Scheduling of Flexible Manufacturing System via Deep Reinforcement Learning with Graph Convolutional Network.” Journal of Manufacturing Systems (JMS), Accepted, 2020. (JCR Q1, IF=3.642)
[7]Qilin Fan, Xiuhua Li, Sen Wang, Shu Fu, Yueyang Wang. “NA-Caching: An Adaptive Content Management Approach Based on Deep Reinforcement Learning”, IEEE Access, 2019,7(1):152014-152022. (JCR Q1, IF=4.098)
[6]Yueyang Wang*, Ziheng Duan, Binbing Liao, Fei Wu, Yueting Zhuang. “Heterogeneous Attributed Network Embedding with Graph Convolutional Networks.” Association for the Advancement of Artificial Intelligence (AAAI) 2019.(CCF A)
[5]Yueyang Wang*, Weihao Jiang, Shiliang Pu, Yueting Zhuang. “Learning Embeddings of Heterogeneous Behavior Network for Potential Behavior Prediction.” Frontiers of Information Technology & Electronic Engineering (FITEE), 2019 (JCR Q3, IF=1.033)
[4]Yueyang Wang*, Liang Hu, Yueting Zhuang, Fei Wu. “Intra-view and Inter-view Attention for Multi-view Network Embedding.” Pacific-Rim Conference on Multimedia (PCM) 2018.(CCF C)
[3]Yueyang Wang*, Yuanfang Xia, Siliang Tang, Fei Wu, Yueting Zhuang. “Flickr Group Recommendation with Auxiliary Information in Heterogeneous Information Networks.” Multimedia Systems, (MMSJ) 2017, 23(6):703-712. (JCR Q2,CCF C,IF=1.956)
[2]Yueyang Wang*, Yuanfang Xia, Siliang Tang, Fei Wu, Yueting Zhuang. “Flickr group recommendation via heterogeneous information networks.” Proceedings of the 7th International Conference on Internet Multimedia Computing and Service (ICIMCS) ACM, 2015: 20.(EI)
[1]Jun Song,Yueyang Wang, Fei Wu*, Weiming Lu, Siliang Tang, Yueting Zhuang. “Multi-modal Retrieval via Deep Textual-visual Correlation Learning.” International Conference on Intelligent Science and Big Data Engineering (IScIDE) Springer, Cham, 2015: 176-185.(EI)