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Employment (1)

Zhejiang University: Hangzhou, CN

2023-07-01 to present | Postdoc (Computer Science and Technology)
Employment
Source: Self-asserted source
Tongya Zheng

Education and qualifications (1)

Zhejiang University: Hangzhou, CN

2017-09-01 to 2023-06-30 | Ph.D (Computer Science and Technology)
Education
Source: Self-asserted source
Tongya Zheng

Works (16)

Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation

IEEE Transactions on Knowledge and Data Engineering
2024 | Journal article
DOI: 10.1109/TKDE.2024.3409071
Contributors: Yu Wang; Tongya Zheng; Shunyu Liu; Zunlei Feng; Kaixuan Chen; Yunzhi Hao; Mingli Song
Source: check_circle
Crossref

Transition Propagation Graph Neural Networks for Temporal Networks

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2022.3220548
Contributors: Tongya Zheng; Zunlei Feng; Tianli Zhang; Yunzhi Hao; Mingli Song; Xingen Wang; Xinyu Wang; Ji Zhao; Chun Chen
Source: check_circle
Crossref

Graph Neural Networks-based hybrid framework for predicting particle crushing strength

Expert Systems with Applications
2024-12 | Journal article
DOI: 10.1016/j.eswa.2024.124691
Contributors: Tongya Zheng; Tianli Zhang; Qingzheng Guan; Wenjie Huang; Zunlei Feng; Mingli Song; Chun Chen
Source: check_circle
Crossref

COLA: Cross-city Mobility Transformer for Human Trajectory Simulation

2024-05-13 | Conference paper
DOI: 10.1145/3589334.3645469
Contributors: Yu Wang; Tongya Zheng; Yuxuan Liang; Shunyu Liu; Mingli Song
Source: check_circle
Crossref

A General Heterogeneous Hypergraph Neural Network for Node Classification

International Joint Conference on Neural Networks (IJCNN)
2023 | Conference paper
DOI: 10.1109/IJCNN54540.2023.10191131
WOSUID: WOS:001046198700093
Contributors: Hu, Bingde; Huang, Wenjie; Zheng, Tongya; Song, Mingli; Li, Ying
Source: check_circle
Web of Science Researcher Profile Sync

Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization

ArXiv
2023 | Journal article
WOSUID: PPRN:72780197
Contributors: Chen, Kaixuan; Liu, Shunyu; Zhu, Tongtian; Qiao, Ji; Su, Yun; Tian, Yingjie; Zheng, Tongya; Zhang, Haofei; Feng, Zunlei; Ye, Jingwen et al.
Source: check_circle
Web of Science Researcher Profile Sync

Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?

ArXiv
2023 | Journal article
WOSUID: PPRN:72751392
Contributors: Zhou, Yihe; Liu, Shunyu; Qing, Yunpeng; Chen, Kaixuan; Zheng, Tongya; Huang, Yanhao; Song, Jie; Song, Mingli
Source: check_circle
Web of Science Researcher Profile Sync

Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation

ArXiv
2023 | Journal article
WOSUID: PPRN:73398651
Contributors: Wang, Yu; Zheng, Tongya; Liu, Shunyu; Chen, Kaixuan; Feng, Zunlei; Hao, Yunzhi; Song, Mingli
Source: check_circle
Web of Science Researcher Profile Sync

Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation

IEEE Transactions on Knowledge and Data Engineering
2023 | Journal article
DOI: 10.1109/TKDE.2023.3265271
Contributors: Tongya Zheng; Xinchao Wang; Zunlei Feng; Jie Song; Yunzhi Hao; Mingli Song; Xingen Wang; Xinyu Wang; Chun Chen
Source: check_circle
Crossref

Transition Propagation Graph Neural Networks for Temporal Networks

ArXiv
2023 | Journal article
WOSUID: PPRN:63451371
Contributors: Zheng, Tongya; Feng, Zunlei; Zhang, Tianli; Hao, Yunzhi; Song, Mingli; Wang, Xingen; Wang, Xinyu; Zhao, Ji; Chen, Chun
Source: check_circle
Web of Science Researcher Profile Sync

Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization

2023-08-06 | Conference paper
DOI: 10.1145/3580305.3599388
Contributors: Kaixuan Chen; Shunyu Liu; Tongtian Zhu; Ji Qiao; Yun Su; Yingjie Tian; Tongya Zheng; Haofei Zhang; Zunlei Feng; Jingwen Ye et al.
Source: check_circle
Crossref

Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition

ArXiv
2022 | Journal article
WOSUID: PPRN:23120790
Contributors: Liu, Shunyu; Zhou, Yihe; Song, Jie; Zheng, Tongya; Chen, Kaixuan; Zhu, Tongtian; Feng, Zunlei; Song, Mingli
Source: check_circle
Web of Science Researcher Profile Sync

HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural Networks

ArXiv
2022 | Journal article
WOSUID: PPRN:11423357
Contributors: Liu, Jing; Zheng, Tongya; Hao, Qinfen
Source: check_circle
Web of Science Researcher Profile Sync

HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks

Neurocomputing
2022-10 | Journal article
DOI: 10.1016/j.neucom.2022.08.022
Part of ISSN: 0925-2312
Contributors: Tongya Zheng; Jing Liu; Tongya Zheng; Qinfen Hao
Source: Self-asserted source
Tongya Zheng

Learning Dynamic Preference Structure Embedding From Temporal Networks

2021 IEEE International Conference on Big Knowledge (ICBK)
2021-12 | Conference paper
DOI: 10.1109/ickg52313.2021.00059
Contributors: Tongya Zheng; Tongya Zheng; Zunlei Feng; Yu Wang; Chengchao Shen; Mingli Song; Xingen Wang; Xinyu Wang; Chun Chen; Hao Xu
Source: Self-asserted source
Tongya Zheng

Real-time intelligent big data processing: technology, platform, and applications

Science China Information Sciences
2019-08 | Journal article
DOI: 10.1007/s11432-018-9834-8
Part of ISSN: 1674-733X
Part of ISSN: 1869-1919
Source: Self-asserted source
Tongya Zheng
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