孙志刚 博士
职称/职务：工程师
研究方向/教研室：机器学习/计算机体系结构教研室
电子邮件：szung@163.com
通信地址：广西桂林市七星区育才路15号广西师范大学计算机科学与工程学院
[个人简介] [研究兴趣] [科研项目] [代表性成果] [主要教学工作]
孙志刚(1983-)，工学博士，工程师，硕士生导师。
机器学习
图神经网络
科研项目
1.“基于深度文本表示学习的图相似性度量方法研究”, 广西科技基地和人才专项, 2021.12－2024.11, 主持
1.期刊论文
(1) Sun Zhigang; Wang Li-e; Sun Jinyong ; A multi-scale graph embedding method via multiple corpora, Neurocomputing, 2023, 2023(540): 126192 （中科院二区）
(2) Sun Zhigang; Huo Hongwei; Huan Jun; et al; Feature Reduction Based on Semantic Similarity for Graph Classification, Neurocomputing, 2020, 397: 114-126 （中科院二区）
(3) Wang Li-e; Qi Yuelan; Bai Yan; Sun Zhigang(*); Li Dongcheng; Li Xianxian(*) ; MuKGB-CRS: Guarantee privacy and authenticity of cross-domain recommendation via multi-feature knowledge graph integrated blockchain, Information Sciences, 2023, 638: 118915 （中科院一区）
(4) Sun Zhigang; Huo Hongwei; Chen Xiaoyang; Fast Top-K Graph Similarity Search Via Representative Matrices, IEEE ACCESS, 2018, 6(6): 21408-21417 （中科院二区）
(5) Wang Li-e; Ma Shiqian; Sun Zhigang(*); Blockchain-Based Reputation Sharing for High-Quality Participant Selection of MCS, Security and Communication Networks, 2023, 2023: 1-13 （中科院四区）
2.会议论文
(1) Li Xianxian, Zeng Jiayue, Sun Zhigang(*), Wang Li-e. High-order Semantic-aware Adaptive Graph Constractive Learning. IJCNN 2024. (CCF-C, accepted)
(2) Wang Li-e, Wei Rongwen, Chang Hengtong, Li Xianxian Li, Sun Zhigang(*), Liu Tianran. Multi-perspective Information and Multi-task Contrastive Learning for Sequential Recommendations. CSCWD 2024 (CCF-C, accepted)
(3) Huo Hongwei, Sun Zhigang, Li Shuangjiang, et al. CS2A: A compressed suffix array-based method for short read alignment[C]//IEEE DCC 2016. 2016: 271-278. (CCF-B)
(4) Sun Jinyong, Dong Zhiwei, Sun Zhigang(*), et al. SHGNN: Substructure-Aware and High Expressive Graph Neural Networks for Graph Classification. NCAA2024. (EI, accepted)
3.发明专利
孙志刚; 曾佳悦; 李先贤; 王利娥 ; 基于语义信息的多通道图池化方法, 2023-2-7, 中国, 202310070258.8（已受理）
面向对象程序设计（本科生）
移动软件开发技术（本科生）
