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Sheng Zhou 0004

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Hongjia Xu

> Home > Persons > Sheng Zhou 0004

Publications

2026
[j27]
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Hongjia Xu, Sheng Zhou, Zhuonan Zheng, Ning Ma, Jiawei Chen, Jiajun Bu:
Contrastive learning unlocks geometric insights for dataset pruning. Neural Networks 194: 108122 (2026)
[j26]
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Hongjia Xu, Sheng Zhou, Zhuonan Zheng, Qiaoyu Tan, Jiawei Chen, Jiajun Bu:
Enhancing Graph Condensation via Key Information Reconstruction. IEEE Trans. Knowl. Data Eng. 38(2): 1028-1039 (2026)
2025
[j23]
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  - journals/csur/ZhouXZCLBWWZE25
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Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao Li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester:
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions. ACM Comput. Surv. 57(3): 69:1-69:38 (2025)
[j21]
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Zhuonan Zheng, Sheng Zhou, Hongjia Xu, Ming Gu, Yilun Xu, Ao Li, Yuhong Li, Jingjun Gu, Jiajun Bu:
Heterophilous distribution propagation for Graph Neural Networks. Neural Networks 184: 107014 (2025)
[j19]
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Hongjia Xu, Liangliang Zhang, Yao Ma, Sheng Zhou, Zhuonan Zheng, Jiajun Bu:
Learning to Reduce the Scale of Large Graphs: A Comprehensive Survey. ACM Trans. Knowl. Discov. Data 19(5): 1-25 (2025)
[c41]
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Zhuonan Zheng, Yuanchen Bei, Zhiyao Zhou, Sheng Zhou, Yao Ma, Ming Gu, Hongjia Xu, Jiawei Chen, Jiajun Bu:
Understanding and Enhancing Message Passing on Heterophilic Graphs via Compatibility Matrix. NeurIPS 2025
2024
[i48]
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  - journals/corr/abs-2402-02000
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Hongjia Xu, Liangliang Zhang, Yao Ma, Sheng Zhou, Zhuonan Zheng, Jiajun Bu:
A Survey on Graph Condensation. CoRR abs/2402.02000 (2024)
[i42]
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  - journals/corr/abs-2405-17768
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Zhuonan Zheng, Yuanchen Bei, Sheng Zhou, Yao Ma, Ming Gu, Hongjia Xu, Chengyu Lai, Jiawei Chen, Jiajun Bu:
Revisiting the Message Passing in Heterophilous Graph Neural Networks. CoRR abs/2405.17768 (2024)
[i41]
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  - journals/corr/abs-2405-20640
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Zhuonan Zheng, Sheng Zhou, Hongjia Xu, Ming Gu, Yilun Xu, Ao Li, Yuhong Li, Jingjun Gu, Jiajun Bu:
Heterophilous Distribution Propagation for Graph Neural Networks. CoRR abs/2405.20640 (2024)
2022
[c10]
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Dian Qin, Haishuai Wang, Zhe Liu, Hongjia Xu, Sheng Zhou, Jiajun Bu:
Hilbert Distillation for Cross-Dimensionality Networks. NeurIPS 2022
[i15]
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  - journals/corr/abs-2206-07579
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Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao Li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester:
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions. CoRR abs/2206.07579 (2022)
[i13]
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  - journals/corr/abs-2211-04031
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Dian Qin, Haishuai Wang, Zhe Liu, Hongjia Xu, Sheng Zhou, Jiajun Bu:
Hilbert Distillation for Cross-Dimensionality Networks. CoRR abs/2211.04031 (2022)

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