Ziquan Fang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

Similarity Queries

Trajectory Data

Differential Privacy

Top Venues

Proc. VLDB Endow.

Publications

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)
Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao
Real-Time Trajectory Synthesis with Local Differential Privacy. CoRR (2024)
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) (2024)
Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao
Real-Time Trajectory Synthesis with Local Differential Privacy. ICDE (2024)
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)
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) (2024)
Ziquan Fang, Changhao He, Lu Chen, Danlei Hu, Qichen Sun, Linsen Li, Yunjun Gao
A Lightweight Framework for Fast Trajectory Simplification. ICDE (2023)
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) (2023)
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) (2023)
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)
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study. CoRR (2023)
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)
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
LDPTrace: Locally Differentially Private Trajectory Synthesis. CoRR (2023)
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) (2023)
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
Self-Guided Learning to Denoise for Robust Recommendation. CoRR (2022)
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 (2022)
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)
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)
Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao
MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation. CoRR (2022)
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
Self-Guided Learning to Denoise for Robust Recommendation. SIGIR (2022)
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) (2021)
Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen
DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. ICDE (2021)
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) (2021)
Ziquan Fang, Yuntao Du, Xinjun Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen
ST2Vec: Spatio-Temporal Trajectory Similarity Learning in Road Networks. CoRR (2021)
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)
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 (2019)
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) (2019)