杨亚明

华山准聘副教授

电子邮箱：yym@xidian.edu.cn

杨亚明，博士，西安电子科技大学计算机科学与技术学院准聘副教授。研究方向是图数据（普通图、异质图、知识图谱等）的知识挖掘与表示学习技术。在NeurIPS, AAAI, IEEE TKDE等CCF A类会议与期刊发表学术论文。参与国家自然科学基金面上项目，科技委项目，陕西省重点研发计划等项目。担任IEEE TKDE, IEEE TNNLS, IEEE ICDM, AAAI, ACM SIGIR, ACM TKDD, ACM WSDM等学术期刊与会议的审稿人(PC Member)。

论文列表：

1. Yaming Yang, Ziyu Guan, Zhe Wang, Wei Zhao, Cai Xu, Weigang Lu, Self-supervised Heterogeneous Graph Pre-training based on Structural Clustering, Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022, CCF A类会议), 2022.
2. Yaming Yang, Ziyu Guan, Jianxin Li, Wei Zhao, Jiangtao Cui, Quan Wang, Interpretable and Efficient Heterogeneous Graph Convolutional Network, IEEE Transactions on Knowledge and Data Engineering (TKDE，CCF A类期刊, IF: 9.235), vol. 35, no. 2, pp. 1637-1650, 2021.
3. Yaming Yang, Ziyu Guan, Wei Zhao, Weigang Lu, Bo Zong, Graph Substructure Assembling Network with Soft Sequence and Context Attention, IEEE Transactions on Knowledge and Data Engineering (TKDE，CCF A类期刊, IF: 9.235), 2022, early access.
4. Yaming Yang, Hongmin Liu, Ziyu Guan, Xiaofei He, Gaoliang Liu, CoHomo: A Cluster-attribute Correlation Aware Graph Clustering Framework, Neurocomputing (中科院2区Top, IF: 5.719), vol. 412, pp. 327-338, 2020.
5. Cai Xu, Wei Zhao, Jinglong Zhao, Ziyu Guan, Yaming Yang, Long Chen, Xiangyu Song, Progressive Deep Multi-view Comprehensive Representation Learning, 37th AAAI Conference on Artificial Intelligence (AAAI 2023, CCF A类会议), 2023, accept.
6. Jianbin Huang, Qingquan Bian, Heli Sun, Yaming Yang, Yu Zhou, Parameter-free Community Detection through Distance Dynamic Synchronization, The Computer Journal (CCF B类期刊), vol. 62, no. 11, pp. 1625-1638, 2019.
7. Hongchang Wu, Ziyu Guan, Tao Zhi, Wei Zhao, Cai Xu, Hong Han, Yaming Yang, Adversarial Graph Attention Network for Multi-modal Cross-Modal Retrieval, IEEE International Conference on Big Knowledge (ICBK 2019, EI会议), pp. 265-272, 2019.

1. 图深度学习
2. 图数据挖掘