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Works (10)

Distributed Temporal Graph Neural Network Learning over Large-Scale Dynamic Graphs

2025 | Book chapter
DOI: 10.1007/978-981-97-5779-4_4
Contributors: Ziquan Fang; Qichen Sun; Qilong Wang; Lu Chen; Yunjun Gao
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Crossref

Estimator: An Effective and Scalable Framework for Transportation Mode Classification Over Trajectories

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
DOI: 10.1109/TITS.2024.3445652
Contributors: Danlei Hu; Ziquan Fang; Hanxi Fang; Tianyi Li; Chunhui Shen; Lu Chen; Yunjun Gao
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Crossref

Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study

IEEE Transactions on Knowledge and Data Engineering
2024 | Journal article
DOI: 10.1109/TKDE.2023.3323535
Contributors: Danlei Hu; Lu Chen; Hanxi Fang; Ziquan Fang; Tianyi Li; Yunjun Gao
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Crossref

Camel: Efficient Compression of Floating-Point Time Series

Proceedings of the ACM on Management of Data
2024-12-18 | Journal article
DOI: 10.1145/3698802
Contributors: Yuanyuan Yao; Lu Chen; Ziquan Fang; Yunjun Gao; Christian S. Jensen; Tianyi Li
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Crossref

LagCNN: A Fast yet Effective Model for Multivariate Long-term Time Series Forecasting

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679672
Contributors: Linsen Li; Chunfei Jian; Feng Wan; Dongdong Geng; Ziquan Fang; Lu Chen; Yunjun Gao; Weihao Jiang; Jiang Zhu
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Crossref

TrajRecovery: An Efficient Vehicle Trajectory Recovery Framework based on Urban-Scale Traffic Camera Records

2024-08-25 | Conference paper
DOI: 10.1145/3637528.3671558
Contributors: Dongen Wu; Ziquan Fang; Qichen Sun; Lu Chen; Haiyang Hu; Fei Wang; Yunjun Gao
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Crossref

An Efficient and Distributed Framework for Real-Time Trajectory Stream Clustering

IEEE Transactions on Knowledge and Data Engineering
2024-05 | Journal article
DOI: 10.1109/TKDE.2023.3312319
Contributors: Yunjun Gao; Ziquan Fang; Jiachen Xu; Shenghao Gong; Chunhui Shen; Lu Chen
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Crossref

MetaKG: Meta-Learning on Knowledge Graph for Cold-Start Recommendation

IEEE Transactions on Knowledge and Data Engineering
2023-10-01 | Journal article
DOI: 10.1109/TKDE.2022.3168775
Contributors: Yuntao Du; Xinjun Zhu; Lu Chen; Ziquan Fang; Yunjun Gao
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Crossref

CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution

2023-08-06 | Conference paper
DOI: 10.1145/3580305.3599266
Contributors: Yuxiang Guo; Lu Chen; Zhengjie Zhou; Baihua Zheng; Ziquan Fang; Zhikun Zhang; Yuren Mao; Yunjun Gao
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Crossref

Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams

Proceedings of the ACM on Management of Data
2023-06-13 | Journal article
DOI: 10.1145/3589318
Contributors: Ziquan Fang; Shenghao Gong; Lu Chen; Jiachen Xu; Yunjun Gao; Christian S. Jensen
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Crossref
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