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Houquan Zhou 0002

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affiliation: Chinese Academy of Sciences, Institute of Computing Technology, Key Lab of Network Data Science and Technology, Beijing, China

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2020 – today

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2024
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Houquan Zhou, Shenghua Liu, Huawei Shen, Xueqi Cheng:
Node Embedding Preserving Graph Summarization. ACM Trans. Knowl. Discov. Data 18(6): 145:1-145:19 (2024)
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Houquan Zhou, Shenghua Liu, Huawei Shen, Xueqi Cheng:
Graph Summarization for Preserving Spectral Characteristics. SDM 2024: 271-279
2023
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Houquan Zhou, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng:
A Provable Framework of Learning Graph Embeddings via Summarization. AAAI 2023: 4946-4953
2022
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Houquan Zhou, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng:
Learning node embeddings via summary graphs: a brief theoretical analysis. CoRR abs/2207.01189 (2022)
2021
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Caizheng Liu, Houquan Zhou, Zhi Sun, Guangfan Cui:
GlowImp: Combining GLOW and GAN for Multivariate Time Series Imputation. ICA3PP (1) 2021: 50-64
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Houquan Zhou, Shenghua Liu, Kyuhan Lee, Kijung Shin, Huawei Shen, Xueqi Cheng:
DPGS: Degree-Preserving Graph Summarization. SDM 2021: 280-288
2020
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  - journals/corr/abs-2010-09175
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Houquan Zhou, Shenghua Liu, Kyuhan Lee, Kijung Shin, Huawei Shen, Xueqi Cheng:
Summarizing graphs using the configuration model. CoRR abs/2010.09175 (2020)

2010 – 2019

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2019
[c1]
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Yuyang Ding, Xiaoying Lian, Houquan Zhou, Zhaoge Liu, Hanxing Ding, Zhongni Hou:
ICTNET at TREC 2019 News Track. TREC 2019

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