Ziquan Fang

50 papers A* 16A 1Journal 29Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributed Semantic Trajectory Similarity Search.
IEEE Trans. Knowl. Data Eng.
Shenghao Gong, Ziquan Fang, Liu Liu, Yaofeng Tu, Yunjun Gao
2026 J jnl
Moon: A Modality Conversion-Based Efficient Multivariate Time Series Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Yuanyuan Yao, Yuhan Shi, Lu Chen, Ziquan Fang, Yunjun Gao, Leong Hou U, Yushuai Li, Tianyi Li
2026 A* conf
iQ-Guard: An Effective and Noise-Resistant Framework for Graph Fraud Detection on iQIYI Platform.
WWW
Yuting Huang, Ziquan Fang, Zhengjie Zhou, Tinghui Luo, Lu Chen, Surun Ji, Huimei Zheng, Mingfan Lu, Fangshu Chen, Yunjun Gao
2025 A* conf
Arrow: Accelerator for Time Series Causal Discovery with Time Weaving.
ICML
Yuanyuan Yao, Yuan Dong, Lu Chen, Kun Kuang, Ziquan Fang, Cheng Long, Yunjun Gao, Tianyi Li
2025 J jnl
Beyond Relational: Semantic-Aware Multi-Modal Analytics with LLM-Native Query Optimization.
CoRR
Junhao Zhu, Lu Chen, Xiangyu Ke, Ziquan Fang, Tianyi Li, Yunjun Gao, Christian S. Jensen
2025 J jnl
Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach.
CoRR
Yuting Huang, Ziquan Fang, Zhihao Zeng, Lu Chen, Yunjun Gao
2025 J jnl
Effective and Efficient Cross-City Traffic Knowledge Transfer A Privacy-Preserving Perspective.
CoRR
Zhihao Zeng, Ziquan Fang, Yuting Huang, Lu Chen, Yunjun Gao
2025 J jnl
FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning.
CoRR
Zhihao Zeng, Ziquan Fang, Wei Shao, Lu Chen, Yunjun Gao
2025 A* conf
GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning.
ICML
Xiangheng Wang, Ziquan Fang, Chenglong Huang, Danlei Hu, Lu Chen, Yunjun Gao
2025 A* conf
Heterogeneous-Aware Traffic Prediction: A Privacy-Preserving Federated Learning Framework.
ICDE
Zhihao Zeng, Ziquan Fang, Yuting Huang, Qilong Wang, Lu Chen, Yunjun Gao
2025 J jnl
Moon: A Modality Conversion-based Efficient Multivariate Time Series Anomaly Detection.
CoRR
Yuanyuan Yao, Yuhan Shi, Lu Chen, Ziquan Fang, Yunjun Gao, Leong Hou U, Yushuai Li, Tianyi Li
2025 J jnl
PostMan: A Productive System for Spatio-temporal Data Management and Analysis.
Data Sci. Eng.
Jiaqi Jin, Ziquan Fang, Lu Chen, Yunjun Gao
2025 J jnl
SimRN: Trajectory Similarity Learning in Road Networks based on Distributed Deep Reinforcement Learning.
Proc. VLDB Endow.
Danlei Hu, Yilin Li, Lu Chen, Ziquan Fang, Yushuai Li, Yunjun Gao, Tianyi Li
2025 — conf
Toast: Task-Oriented Multi-dimensional Augmentation for Spatio-Temporal Trajectory Data.
KDD (2)
Junhao Zhu, Tao Wang, Lu Chen, Ziquan Fang, Yunjun Gao, Tianyi Li
2025 A* conf
Towards Online Spatio-Temporal Prediction: A Knowledge Distillation Driven Continual Learning Approach.
ICDE
Tinghui Luo, Ziquan Fang, Kaixuan Duan, Lu Chen, Panpan Feng, Mingfan Lu
2025 — conf
Towards Trajectory Anomaly Detection: a Fine-Grained and Noise-Resilient Framework.
KDD (2)
Wei Shao, Ziquan Fang, Lu Chen, Yunjun Gao
2025 A* conf
TrajEdge: An Efficient and Lightweight Trajectory Data Analysis Framework in Edge Environments.
ICDE
Changhao He, Ziquan Fang, Linsen Li, Yunjun Gao
2025 J jnl
VStream: A Distributed Streaming Vector Search System.
Proc. VLDB Endow.
Shenghao Gong, Haobo Sun, Ziquan Fang, Liu Liu, Lu Chen, Yunjun Gao
2024 J jnl
An Efficient and Distributed Framework for Real-Time Trajectory Stream Clustering.
IEEE Trans. Knowl. Data Eng.
Yunjun Gao, Ziquan Fang, Jiachen Xu, Shenghao Gong, Chunhui Shen, Lu Chen
2024 — conf
Distributed Temporal Graph Neural Network Learning over Large-Scale Dynamic Graphs.
DASFAA (2)
Ziquan Fang, Qichen Sun, Qilong Wang, Lu Chen, Yunjun Gao
2024 J jnl
Estimator: An Effective and Scalable Framework for Transportation Mode Classification Over Trajectories.
IEEE Trans. Intell. Transp. Syst.
Danlei Hu, Ziquan Fang, Hanxi Fang, Tianyi Li, Chunhui Shen, Lu Chen, Yunjun Gao
2024 A* conf
FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query.
ICDE
Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen
2024 A conf
LagCNN: A Fast yet Effective Model for Multivariate Long-term Time Series Forecasting.
CIKM
Linsen Li, Chunfei Jian, Feng Wan, Dongdong Geng, Ziquan Fang, Lu Chen, Yunjun Gao, Weihao Jiang, Jiang Zhu
2024 A* conf
Real-Time Trajectory Synthesis with Local Differential Privacy.
ICDE
Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao
2024 J jnl
Real-Time Trajectory Synthesis with Local Differential Privacy.
CoRR
Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao
2024 J jnl
Spatio-Temporal Learning for Route-Based Travel Time Estimation.
J. Comput. Sci. Technol.
Ziquan Fang, Qichen Sun, Lu Chen, Danlei Hu, Yunjun Gao
2024 J jnl
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study.
IEEE Trans. Knowl. Data Eng.
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
2024 J jnl
T-Assess: An Efficient Data Quality Assessment System Tailored for Trajectory Data.
Proc. VLDB Endow.
Junhao Zhu, Tao Wang, Danlei Hu, Ziquan Fang, Lu Chen, Yunjun Gao, Tianyi Li, Christian S. Jensen
2024 A* conf
TrajRecovery: An Efficient Vehicle Trajectory Recovery Framework based on Urban-Scale Traffic Camera Records.
KDD
Dongen Wu, Ziquan Fang, Qichen Sun, Lu Chen, Haiyang Hu, Fei Wang, Yunjun Gao
2023 A* conf
A Lightweight Framework for Fast Trajectory Simplification.
ICDE
Ziquan Fang, Changhao He, Lu Chen, Danlei Hu, Qichen Sun, Linsen Li, Yunjun Gao
2023 A* conf
CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution.
KDD
Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao
2023 A* conf
FLBooster: A Unified and Efficient Platform for Federated Learning Acceleration.
ICDE
Zhihao Zeng, Yuntao Du, Ziquan Fang, Lu Chen, Shiliang Pu, Guodong Chen, Hui Wang, Yunjun Gao
2023 J jnl
Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams.
Proc. ACM Manag. Data
Ziquan Fang, Shenghao Gong, Lu Chen, Jiachen Xu, Yunjun Gao, Christian S. Jensen
2023 J jnl
LDPTrace: Locally Differentially Private Trajectory Synthesis.
CoRR
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
2023 J jnl
LDPTrace: Locally Differentially Private Trajectory Synthesis.
Proc. VLDB Endow.
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
2023 J jnl
MetaKG: Meta-Learning on Knowledge Graph for Cold-Start Recommendation.
IEEE Trans. Knowl. Data Eng.
Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao
2023 J jnl
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study.
CoRR
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
2022 J jnl
Estimator: An Effective and Scalable Framework for Transportation Mode Classification over Trajectories.
CoRR
Danlei Hu, Ziquan Fang, Hanxi Fang, Tianyi Li, Chunhui Shen, Lu Chen, Yunjun Gao
2022 J jnl
MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation.
CoRR
Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao
2022 A* conf
Self-Guided Learning to Denoise for Robust Recommendation.
SIGIR
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
2022 J jnl
Self-Guided Learning to Denoise for Robust Recommendation.
CoRR
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
2022 A* conf
Spatio-Temporal Trajectory Similarity Learning in Road Networks.
KDD
Ziquan Fang, Yuntao Du, Xinjun Zhu, Danlei Hu, Lu Chen, Yunjun Gao, Christian S. Jensen
2022 A* conf
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters.
IJCAI
Ziquan Fang, Dongen Wu, Lu Pan, Lu Chen, Yunjun Gao
2021 J jnl
Dragoon: a hybrid and efficient big trajectory management system for offline and online analytics.
VLDB J.
Ziquan Fang, Lu Chen, Yunjun Gao, Lu Pan, Christian S. Jensen
2021 A* conf
E
ICDE
Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen
2021 J jnl
MDTP: A Multi-source Deep Traffic Prediction Framework over Spatio-Temporal Trajectory Data.
Proc. VLDB Endow.
Ziquan Fang, Lu Pan, Lu Chen, Yuntao Du, Yunjun Gao
2021 J jnl
ST2Vec: Spatio-Temporal Trajectory Similarity Learning in Road Networks.
CoRR
Ziquan Fang, Yuntao Du, Xinjun Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen
2020 — conf
CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories.
SIGMOD Conference
Ziquan Fang, Yunjun Gao, Lu Pan, Lu Chen, Xiaoye Miao, Christian S. Jensen
2019 J jnl
Demonstration of improvement of specific on-resistance versus breakdown voltage tradeoff for low-voltage power LDMOS.
Microelectron. J.
Zhaozhao Xu, Donghua Liu, Jun Hu, Feng Jin, Xinjie Yang, Wenting Duan, Wei Yue, Ziquan Fang, Wensheng Qian, Weiran Kong, Shichang Zou
2019 J jnl
Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories.
Proc. VLDB Endow.
Lu Chen, Yunjun Gao, Ziquan Fang, Xiaoye Miao, Christian S. Jensen, Chenjuan Guo