Tongya Zheng,Ph.D


Laboratory of Visual Intelligence and Pattern Analysis
Computer Science Department
Zhejiang University

Office Room 404, Guangbiao Cao West Building
Email tyzheng AT zju.edu.cn

Biography


Tongya Zheng is currently pursuing the Ph.D. degree with the College of Computer Science, Zhejiang University. He received his B.Eng. Degree from Nanjing University of Science and Technology.

His research interests include graph neural networks, temporal graphs, and explanation for artificial intelligence. He has authored and co-authored many scientific articles at top venues including IEEE TNNLS and AAAI. He has served with international conferences including AAAI and ECML-PKDD, and international journals including Information Sciences.

Research Interest


His research interests include graph neural networks, temporal graphs, and explanation for artificial intelligence.

Publications


Tongya Zheng, Xinchao Wang, Zunlei Feng, Jie Song, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen, Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation, IEEE Transactions on Knowledge and Data Engineering, 2023.

Jing Liu, Tongya Zheng, Guanzheng Zhang, Qinfen Hao, Graph-based Knowledge Distillation: A survey and experimental evaluation, arXiv preprint arXiv:2302.14643, 2023.

刘静, 郑铜亚, 郝沁汾, 图知识蒸馏综述:算法分类与应用分析, 软件学报, 2023.

Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song, Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition, AAAI, 2023.

Tongya Zheng, Zunlei Feng, Tianli Zhang, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Ji Zhao, Chun Chen, Transition Propagation Graph Neural Networks for Temporal Networks, IEEE Transactions on Neural Networks and Learning Systems, 2022.

Jing Liu, Tongya Zheng, Qinfen Hao, HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks, Neurocomputing, 2022.

Tongya Zheng, Zunlei Feng, Yu Wang, Chengchao Shen, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen, Hao Xu, Learning Dynamic Preference Structure Embedding From Temporal Networks, IEEE International Conference on Big Knowledge (ICBK), 2021.

Tongya Zheng, Gang Chen, Xinyu Wang, Chun Chen, Xingen Wang, Sihui Luo, Real-time intelligent big data processing: technology, platform, and applications, Science China Information Sciences, 2019.