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ORCIDTongya Zheng
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2020 – today
- 2024
[j7]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: 124691 (2024)- [j6]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: 102404 (2024) - [j5]Yu Wang, Tongya Zheng, Shunyu Liu, Zunlei Feng, Kai-Xuan Chen, Yunzhi Hao, Mingli Song:
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. IEEE Trans. Knowl. Data Eng. 36(11): 7074-7086 (2024) - [j4]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): 4567-4579 (2024) - [c15]Mingjiang Duan, Tongya Zheng, Yang Gao, Gang Wang, Zunlei Feng, Xinyu Wang:
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection. AAAI 2024: 11820-11828 - [c14]Tianli Zhang, Tongya Zheng, Zhenbang Xiao, Zulong Chen, Liangyue Li, Zunlei Feng, Dongxiang Zhang, Mingli Song:
Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation. CIKM 2024: 3227-3236 - [c13]Wenda Li, Kaixuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song:
Learning a Mini-Batch Graph Transformer via Two-Stage Interaction Augmentation. ECAI 2024: 3015-3022 - [c12]Na Yu, Ke Xu, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Mingli Song:
Multi-Channel Graph Fusion Representation for Tabular Data Imputation. IJCNN 2024: 1-8 - [c11]Jiafeng Zhao, Hao Ni, Canghong Jin, Tongya Zheng, Longxiang Shi, Xiaoliang Wang:
TrajGraph: A Dual-View Graph Transformer Model for Effective Next Location Recommendation. IJCNN 2024: 1-8 - [c10]Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song:
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. KDD 2024: 3277-3288 - [c9]Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng:
Simple Graph Condensation. ECML/PKDD (2) 2024: 53-71 - [c8]Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song:
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. WWW 2024: 3509-3520 - [i19]Zhenbang Xiao, Shunyu Liu, Yu Wang, Tongya Zheng, Mingli Song:
Disentangled Condensation for Large-scale Graphs. CoRR abs/2401.12231 (2024) - [i18]Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song:
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. CoRR abs/2403.01801 (2024) - [i17]Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng:
Simple Graph Condensation. CoRR abs/2403.14951 (2024) - [i16]Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song:
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. CoRR abs/2407.01979 (2024) - [i15]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 abs/2407.09904 (2024) - [i14]Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song:
Odyssey: Empowering Agents with Open-World Skills. CoRR abs/2407.15325 (2024) - [i13]Ziyue Chen, Tongya Zheng, Mingli Song:
Curriculum Negative Mining For Temporal Networks. CoRR abs/2407.17070 (2024) - 2023
- [j3]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): 10151-10165 (2023) - [c7]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: 11595-11603 - [c6]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: 147-160 - [c5]Tianli Zhang, Tongya Zheng, Yuanyu Wan, Ying Li, Wenqi Huang:
Disentangling Node Metric Factors for Temporal Link Prediction. ICONIP (2) 2023: 346-357 - [c4]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: 540-555 - [c3]Bingde Hu, Wenjie Huang, Tongya Zheng, Mingli Song, Ying Li:
A General Heterogeneous Hypergraph Neural Network for Node Classification. IJCNN 2023: 1-7 - [c2]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: 237-249 - [i12]Jing Liu, Tongya Zheng, Guanzheng Zhang, Qinfen Hao:
Graph-based Knowledge Distillation: A survey and experimental evaluation. CoRR abs/2302.14643 (2023) - [i11]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 abs/2304.07501 (2023) - [i10]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 abs/2304.07503 (2023) - [i9]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 abs/2305.17352 (2023) - [i8]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 abs/2305.19903 (2023) - [i7]Yu Wang, Tongya Zheng, Shunyu Liu, Kaixuan Chen, Zunlei Feng, Yunzhi Hao, Mingli Song:
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. CoRR abs/2306.09381 (2023) - [i6]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 abs/2307.13909 (2023) - [i5]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 abs/2311.16807 (2023) - 2022
- [j2]Jing Liu, Tongya Zheng, Qinfen Hao:
HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks. Neurocomputing 507: 67-83 (2022) - [i4]Jing Liu, Tongya Zheng, Qinfen Hao:
HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural Networks. CoRR abs/2207.11887 (2022) - [i3]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 abs/2211.12712 (2022) - 2021
- [c1]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: 393-401 - [i2]Tongya Zheng, Gang Chen, Xinyu Wang, Chun Chen, Xingen Wang, Sihui Luo:
Real-time intelligent big data processing: technology, platform, and applications. CoRR abs/2111.11872 (2021) - [i1]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 abs/2111.11886 (2021)
2010 – 2019
- 2019
- [j1]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): 82101:1-82101:12 (2019)
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