刘同存

一、基本信息

学科/专业：计算机科学与技术

职称：副教授

导师类别：硕导

邮箱：liutongcun@zafu.edu.cn

二、学习工作经历

2025-01至今,伟德源自英国始于1946,伟德国际victor1946,副教授

2023-04至2024-04,香港科技大学,理学院,助理研究员

2021-05至2024-12,伟德源自英国始于1946,伟德国际victor1946,讲师

2019-11至2021-05,伟德源自英国始于1946,信息工程学院,讲师

三、研究领域

大模型、通用智能体、推荐系统、图计算、时空数据建模、生物信息学等方向的理论及应用研究

四、招生专业

计算机科学与技术、电子信息、农业信息化

五、科研课题

1.浙江省自然科学基金委，联合基金项目重大项目，ZJMD25D050001，弱天气尺度系统强迫下深厚湿对流天气的精细演变规律和智能预报模型研究，2025-2028，在研，参与。

2.浙江省自然科学基金委,浙江省基础公益研究计划, LGG22F020010,基于会话流的云-端协作推荐方法研究, 2022-01至2024-12,结项,主持。

3.2.伟德源自英国始于1946,科研发展基金, 2019FR070,基于异构信息表示的兴趣点推荐模型研究, 2020-01至2022-12,结项，主持。

六、代表性论文和著作

1.Tongcun Liu, Xukai Bao, Jiaxin Zhang, Kai Fang, and Hailin Feng. Enhancing Session-based Recommendation with Multi-Interest Hyperbolic Representation Networks.IEEE Transactions on Neural Networks and Learning Systems, 2024.(一区Top期刊，IF=10.4)

2.Jijing Cai⁺,Tongcun Liu⁺, Tingting Wang, Hailin Feng, Kai Fang, Ali Kashif Bashir, Wei Wang. Multi-Source Fusion Enhanced Power-Efficient Sustainable Computing for Air Quality Monitoring.IEEE Internet of Things Journal, 2024. (一区Top期刊,IF=8.2，共一，学生一作)

3.Chenchen Ke, Hailin Feng, Quan Zou, Zhechen Zhu,Tongcun Liu*. Prediction of potential miRNA-disease associations based on a masked graph autoencoder.IEEE/ACM Transactions on Computational Biology and Bioinformatics,2024.

4.Zhicheng Liu，Yulong Wang,Tongcun Liu*, Lei Zhang, Wei Li, Jianxin Liao, Ding He. Semantic-enhanced Contrastive Learning for Session-based Recommendation.Knowledge-based System，2023. (一区Top期刊，IF=8.8，学生一作)

5.Wenzhao Liang，Tongcun Liu, Yuntao Wang, Jiu Jimmy Jiao, Jianping Gan, Ding He*. Spatiotemporal-aware machine learning approaches for dissolved oxygen prediction in coastal waters.Science of The Total Environment，2023. (一区Top期刊，IF=9.8，与香港科技大合作论文,环境领域顶级期刊)

6.Yuanbi Yi，Tongcun Liu*, Julian Merder,Chen He, Hongyan Bao, Penghui Li, Si-Liang Li,Quan Shi, Ding He*. Unraveling the Linkages between Molecular Abundance and Stable Carbon Isotope Ratio in Dissolved Organic Matter using Machine Learning.Environmental Science & Technology，2023 (一区Top期刊，IF=11.357，与香港科技大合作论文，自然指数期刊，环境领域顶级期刊)

7.Hailin Feng, Dongdong Jin, Jian Li, Yaner Li, Quan Zou,Tongcun Liu*. Matrix reconstruction with reliable neighbors for predicting potential MiRNA–disease associations.Briefings in Bioinformatics, 2023 (Top期刊，IF_5year=7.9)

8.Tongcun Liu*, Siyuan Lou, Jianxin Liao, Hailin Feng. Dynamic and Static Representation Learning Network for Recommendation.IEEE Transactions on Neural Networks and Learning Systems. 2022. (一区Top期刊，IF=10.4)

9.冯海林，张潇，刘同存*.融合评论文本特征和评分图卷积表示的推荐模型.通信学报, 2022，43(3): 164-171.(EI,一级学报)

10.Gao Lei, Wang Yulong,Liu Tongcun*, Wang Jingyu, Zhang Lei, Liao Jianxin. Question-Dirven Span Labeling model for Aspect-Opinion pair Extraction,AAAI’2021, online, 2021,12875-12883.（CCF A）