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Ziquan Fang
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Year
Real-time distributed co-movement pattern detection on streaming trajectories
L Chen, Y Gao, Z Fang, X Miao, CS Jensen, C Guo
Proceedings of the VLDB Endowment 12 (10), 1208-1220, 2019
532019
Metakg: Meta-learning on knowledge graph for cold-start recommendation
Y Du, X Zhu, L Chen, Z Fang, Y Gao
IEEE Transactions on Knowledge and Data Engineering, 2022
482022
Self-guided learning to denoise for robust recommendation
Y Gao, Y Du, Y Hu, L Chen, X Zhu, Z Fang, B Zheng
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
352022
MDTP: A multi-source deep traffic prediction framework over spatio-temporal trajectory data
Z Fang, L Pan, L Chen, Y Du, Y Gao
Proceedings of the VLDB Endowment 14 (8), 1289-1297, 2021
312021
Spatio-temporal trajectory similarity learning in road networks
Z Fang, Y Du, X Zhu, D Hu, L Chen, Y Gao, CS Jensen
Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
262022
E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training
Z Fang, Y Du, L Chen, Y Hu, Y Gao, G Chen
2021 IEEE 37th International Conference on Data Engineering (ICDE), 696-707, 2021
262021
Dragoon: a hybrid and efficient big trajectory management system for offline and online analytics
Z Fang, L Chen, Y Gao, L Pan, CS Jensen
The VLDB Journal 30, 287-310, 2021
212021
Coming: A real-time co-movement mining system for streaming trajectories
Z Fang, Y Gao, L Pan, L Chen, X Miao, CS Jensen
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
182020
Ldptrace: Locally differentially private trajectory synthesis
Y Du, Y Hu, Z Zhang, Z Fang, L Chen, B Zheng, Y Gao
Proceedings of the VLDB Endowment 16 (8), 1897-1909, 2023
152023
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters.
Z Fang, D Wu, L Pan, L Chen, Y Gao
IJCAI 22, 2030-2036, 2022
112022
Spatio-temporal trajectory similarity measures: A comprehensive survey and quantitative study
D Hu, L Chen, H Fang, Z Fang, T Li, Y Gao
IEEE Transactions on Knowledge and Data Engineering, 2023
52023
Ghost: A general framework for high-performance online similarity queries over distributed trajectory streams
Z Fang, S Gong, L Chen, J Xu, Y Gao, CS Jensen
Proceedings of the ACM on Management of Data 1 (2), 1-25, 2023
52023
ST2Vec-Spatio-Temporal Trajectory Similarity Learning in Road Networks.
Z Fang, Y Du, X Zhu, L Chen, Y Gao, CS Jensen
42021
A lightweight framework for fast trajectory simplification
Z Fang, C He, L Chen, D Hu, Q Sun, L Li, Y Gao
2023 IEEE 39th International Conference on Data Engineering (ICDE), 2386-2399, 2023
32023
An efficient and distributed framework for real-time trajectory stream clustering
Y Gao, Z Fang, J Xu, S Gong, C Shen, L Chen
IEEE Transactions on Knowledge and Data Engineering, 2023
22023
FLBooster: A unified and efficient platform for federated learning acceleration
Z Zeng, Y Du, Z Fang, L Chen, S Pu, G Chen, H Wang, Y Gao
2023 IEEE 39th International Conference on Data Engineering (ICDE), 3140-3153, 2023
22023
Estimator: An Effective and Scalable Framework for Transportation Mode Classification over Trajectories
D Hu, Z Fang, H Fang, T Li, C Shen, L Chen, Y Gao
arXiv preprint arXiv:2212.05502, 2022
12022
Deep Spatially and Temporally Aware Similarity Computation for Road Network Constrained Trajectories
Z Fang, Y Du, X Zhu, L Chen, Y Gao, CS Jensen
arXiv preprint arXiv:2112.09339, 2021
12021
Real-Time Trajectory Synthesis with Local Differential Privacy
Y Hu, Y Du, Z Zhang, Z Fang, L Chen, K Zheng, Y Gao
arXiv preprint arXiv:2404.11450, 2024
2024
CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution
Y Guo, L Chen, Z Zhou, B Zheng, Z Fang, Z Zhang, Y Mao, Y Gao
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
2023
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