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Ziquan Fang

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2020 – today

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2024
[j10]
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Danlei Hu, Ziquan Fang, Hanxi Fang, Tianyi Li, Chunhui Shen, Lu Chen, Yunjun Gao:
Estimator: An Effective and Scalable Framework for Transportation Mode Classification Over Trajectories. IEEE Trans. Intell. Transp. Syst. 25(11): 15562-15573 (2024)
[j9]
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Yunjun Gao, Ziquan Fang, Jiachen Xu, Shenghao Gong, Chunhui Shen, Lu Chen:
An Efficient and Distributed Framework for Real-Time Trajectory Stream Clustering. IEEE Trans. Knowl. Data Eng. 36(5): 1857-1873 (2024)
[j8]
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Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao:
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study. IEEE Trans. Knowl. Data Eng. 36(5): 2191-2212 (2024)
[c12]
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  - conf/cikm/LiJWGF0GJZ24
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Linsen Li, Chunfei Jian, Feng Wan, Dongdong Geng, Ziquan Fang, Lu Chen, Yunjun Gao, Weihao Jiang, Jiang Zhu:
LagCNN: A Fast yet Effective Model for Multivariate Long-term Time Series Forecasting. CIKM 2024: 1235-1244
[c11]
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  - conf/icde/Hu00F00G24
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Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao:
Real-Time Trajectory Synthesis with Local Differential Privacy. ICDE 2024: 1685-1698
[c10]
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Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen:
FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. ICDE 2024: 4628-4642
[c9]
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  - conf/kdd/WuFSCHWG24
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Dongen Wu, Ziquan Fang, Qichen Sun, Lu Chen, Haiyang Hu, Fei Wang, Yunjun Gao:
TrajRecovery: An Efficient Vehicle Trajectory Recovery Framework based on Urban-Scale Traffic Camera Records. KDD 2024: 5979-5990
[i7]
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  - journals/corr/abs-2404-11450
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Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao:
Real-Time Trajectory Synthesis with Local Differential Privacy. CoRR abs/2404.11450 (2024)
2023
[j7]
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  - journals/pacmmod/FangG0XGJ23
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Ziquan Fang, Shenghao Gong, Lu Chen, Jiachen Xu, Yunjun Gao, Christian S. Jensen:
Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams. Proc. ACM Manag. Data 1(2): 173:1-173:25 (2023)
[j6]
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Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao:
LDPTrace: Locally Differentially Private Trajectory Synthesis. Proc. VLDB Endow. 16(8): 1897-1909 (2023)
[j5]
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  - journals/tkde/DuZCFG23
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Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao:
MetaKG: Meta-Learning on Knowledge Graph for Cold-Start Recommendation. IEEE Trans. Knowl. Data Eng. 35(10): 9850-9863 (2023)
[c8]
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  - conf/icde/FangHCHSLG23
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Ziquan Fang, Changhao He, Lu Chen, Danlei Hu, Qichen Sun, Linsen Li, Yunjun Gao:
A Lightweight Framework for Fast Trajectory Simplification. ICDE 2023: 2386-2399
[c7]
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  - conf/icde/Zeng0FCPCWG23
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Zhihao Zeng, Yuntao Du, Ziquan Fang, Lu Chen, Shiliang Pu, Guodong Chen, Hui Wang, Yunjun Gao:
FLBooster: A Unified and Efficient Platform for Federated Learning Acceleration. ICDE 2023: 3140-3153
[c6]
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  - conf/kdd/GuoCZZFZMG23
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Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao:
CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution. KDD 2023: 626-637
[i6]
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  - journals/corr/abs-2302-06180
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Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao:
LDPTrace: Locally Differentially Private Trajectory Synthesis. CoRR abs/2302.06180 (2023)
[i5]
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  - journals/corr/abs-2303-05012
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Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao:
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study. CoRR abs/2303.05012 (2023)
2022
[c5]
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  - conf/ijcai/FangWPCG22
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Ziquan Fang, Dongen Wu, Lu Pan, Lu Chen, Yunjun Gao:
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters. IJCAI 2022: 2030-2036
[c4]
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  - conf/kdd/Fang0ZHCGJ22
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Ziquan Fang, Yuntao Du, Xinjun Zhu, Danlei Hu, Lu Chen, Yunjun Gao, Christian S. Jensen:
Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022: 347-356
[c3]
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  - conf/sigir/Gao0HCZFZ22
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Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng:
Self-Guided Learning to Denoise for Robust Recommendation. SIGIR 2022: 1412-1422
[i4]
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  - journals/corr/abs-2202-03851
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Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao:
MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation. CoRR abs/2202.03851 (2022)
[i3]
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  - journals/corr/abs-2204-06832
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Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng:
Self-Guided Learning to Denoise for Robust Recommendation. CoRR abs/2204.06832 (2022)
[i2]
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  - journals/corr/abs-2212-05502
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Danlei Hu, Ziquan Fang, Hanxi Fang, Tianyi Li, Chunhui Shen, Lu Chen, Yunjun Gao:
Estimator: An Effective and Scalable Framework for Transportation Mode Classification over Trajectories. CoRR abs/2212.05502 (2022)
2021
[j4]
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  - journals/pvldb/FangPCDG21
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Ziquan Fang, Lu Pan, Lu Chen, Yuntao Du, Yunjun Gao:
MDTP: A Multi-source Deep Traffic Prediction Framework over Spatio-Temporal Trajectory Data. Proc. VLDB Endow. 14(8): 1289-1297 (2021)
[j3]
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Ziquan Fang, Lu Chen, Yunjun Gao, Lu Pan, Christian S. Jensen:
Dragoon: a hybrid and efficient big trajectory management system for offline and online analytics. VLDB J. 30(2): 287-310 (2021)
[c2]
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  - conf/icde/FangDCHGC21
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Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen:
E²DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. ICDE 2021: 696-707
[i1]
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  - journals/corr/abs-2112-09339
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Ziquan Fang, Yuntao Du, Xinjun Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen:
ST2Vec: Spatio-Temporal Trajectory Similarity Learning in Road Networks. CoRR abs/2112.09339 (2021)
2020
[c1]
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  - conf/sigmod/FangGPCMJ20
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Ziquan Fang, Yunjun Gao, Lu Pan, Lu Chen, Xiaoye Miao, Christian S. Jensen:
CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories. SIGMOD Conference 2020: 2777-2780

2010 – 2019

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2019
[j2]
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  - journals/mj/XuLHJYDYFQKZ19
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Zhaozhao Xu, Donghua Liu, Jun Hu, Feng Jin, Xinjie Yang, Wenting Duan, Wei Yue, Ziquan Fang, Wensheng Qian, Weiran Kong, Shichang Zou:
Demonstration of improvement of specific on-resistance versus breakdown voltage tradeoff for low-voltage power LDMOS. Microelectron. J. 88: 29-36 (2019)
[j1]
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  - journals/pvldb/ChenGFMJG19
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Lu Chen, Yunjun Gao, Ziquan Fang, Xiaoye Miao, Christian S. Jensen, Chenjuan Guo:
Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories. Proc. VLDB Endow. 12(10): 1208-1220 (2019)

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