Tongya Zheng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 35

Top Topics

Temporal Aggregation

Top Venues

Publications

Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. KDD (2024)
Ziyue Chen, Tongya Zheng, Mingli Song
Curriculum Negative Mining For Temporal Networks. CoRR (2024)
Tongya Zheng, Tianli Zhang, Qingzheng Guan, Wenjie Huang, Zunlei Feng, Mingli Song, Chun Chen
Graph Neural Networks-based hybrid framework for predicting particle crushing strength. Expert Syst. Appl. 255 (2024)
Wenda Li, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation. CoRR (2024)
Mingjiang Duan, Tongya Zheng, Yang Gao, Gang Wang, Zunlei Feng, Xinyu Wang
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection. AAAI (2024)
Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. CoRR (2024)
Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng
Simple Graph Condensation. CoRR (2024)
Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song
Odyssey: Empowering Agents with Open-World Skills. CoRR (2024)
Yu Wang, Ji Cao, Wenjie Huang, Zhihua Liu, Tongya Zheng, Mingli Song
Spatiotemporal gated traffic trajectory simulation with semantic-aware graph learning. Inf. Fusion 108 (2024)
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 Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Zhenbang Xiao, Shunyu Liu, Yu Wang, Tongya Zheng, Mingli Song
Disentangled Condensation for Large-scale Graphs. CoRR (2024)
Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. CoRR (2024)
Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. WWW (2024)
Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Yong Wang, Mingli Song
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning. CoRR (2023)
Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Ji Qiao, Yun Su, Yingjie Tian, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. KDD (2023)
Yunzhi Hao, Mengfan Wang, Xingen Wang, Tongya Zheng, Xinyu Wang, Wenqi Huang, Chun Chen
Heterogeneous Graph Prototypical Networks for Few-Shot Node Classification. ICONIP (8) (2023)
Yu Wang, Tongya Zheng, Shunyu Liu, Kaixuan Chen, Zunlei Feng, Yunzhi Hao, Mingli Song
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. CoRR (2023)
Jing Liu, Tongya Zheng, Guanzheng Zhang, Qinfen Hao
Graph-based Knowledge Distillation: A survey and experimental evaluation. CoRR (2023)
Tianli Zhang, Tongya Zheng, Yuanyu Wan, Ying Li, Wenqi Huang
Disentangling Node Metric Factors for Temporal Link Prediction. ICONIP (2) (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. CoRR (2023)
Bingde Hu, Wenjie Huang, Tongya Zheng, Mingli Song, Ying Li
A General Heterogeneous Hypergraph Neural Network for Node Classification. IJCNN (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, 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 Trans. Knowl. Data Eng. 35 (10) (2023)
Yihe Zhou, Shunyu Liu, Yunpeng Qing, Kaixuan Chen, Tongya Zheng, Yanhao Huang, Jie Song, Mingli Song
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? CoRR (2023)
Tongya Zheng, Tianli Zhang, Qingzheng Guan, Wenjie Huang, Zunlei Feng, Mingli Song, Chun Chen
Graph Neural Networks-based Hybrid Framework For Predicting Particle Crushing Strength. CoRR (2023)
Yunzhi Hao, Yu Wang, Shunyu Liu, Tongya Zheng, Xingen Wang, Xinyu Wang, Mingli Song, Wenqi Huang, Chun Chen
Attribution Guided Layerwise Knowledge Amalgamation from Graph Neural Networks. ICONIP (1) (2023)
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. CoRR (2023)
Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. CoRR (2023)
Jing Liu, Tongya Zheng, Qinfen Hao
HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural Networks. CoRR (2022)
Jing Liu, Tongya Zheng, Qinfen Hao
HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks. Neurocomputing 507 (2022)
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. CoRR (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. ICBK (2021)
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. CoRR (2021)
Tongya Zheng, Gang Chen, Xinyu Wang, Chun Chen, Xingen Wang, Sihui Luo
Real-time intelligent big data processing: technology, platform, and applications. CoRR (2021)
Tongya Zheng, Gang Chen, Xinyu Wang, Chun Chen, Xingen Wang, Sihui Luo
Real-time intelligent big data processing: technology, platform, and applications. Sci. China Inf. Sci. 62 (8) (2019)