Yan Zhao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 79

Top Topics

Convolutional Network

Multivariate Time Series

Preference Learning

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Chenjuan Guo, Ronghui Xu, Bin Yang, Ye Yuan, Tung Kieu, Yan Zhao, Christian S. Jensen
Efficient Stochastic Routing in Path-Centric Uncertain Road Networks - Extended Version. CoRR (2024)
Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen
A Unified Replay-Based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. ICDE (2024)
Hao Miao, Xiaolong Zhong, Jiaxin Liu, Yan Zhao, Xiangyu Zhao, Weizhu Qian, Kai Zheng, Christian S. Jensen
Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 36 (4) (2024)
Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen
E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series. CoRR (2024)
Weizhu Qian, Yan Zhao, Dalin Zhang, Bowei Chen, Kai Zheng, Xiaofang Zhou
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Kai Huang, Yue Cui, Qingqing Ye, Yan Zhao, Xi Zhao, Yao Tian, Kai Zheng, Haibo Hu, Xiaofang Zhou
TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen
E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series. WWW (2024)
Yan Zhao, Xuanlei Chen, Guanyu Ye, Fangda Guo, Kai Zheng, Xiaofang Zhou
Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Ziqiao Liu, Hao Miao, Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li
LightTR: A Lightweight Framework for Federated Trajectory Recovery. CoRR (2024)
Shuncheng Liu, Xu Chen, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng
Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Yan Zhao, Kai Zheng, Ziwei Wang, Liwei Deng, Bin Yang, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. VLDB J. 33 (1) (2024)
Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen
A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. CoRR (2024)
Weizhu Qian, Thomas Dyhre Nielsen, Yan Zhao, Kim Guldstrand Larsen, James Jianqiao Yu
Uncertainty-Aware Temporal Graph Convolutional Network for Traffic Speed Forecasting. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Ziqiao Liu, Hao Miao, Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li
LightTR: A Lightweight Framework for Federated Trajectory Recovery. ICDE (2024)
Liwei Deng, Yan Zhao, Hao Sun, Changjie Yang, Jiandong Xie, Kai Zheng
Fusing Local and Global Mobility Patterns for Trajectory Recovery. DASFAA (1) (2023)
Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting. CoRR (2023)
Xuanhao Chen, Liwei Deng, Yan Zhao, Kai Zheng
Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation. WSDM (2023)
Yan Zhao, Tinghao Lai, Ziwei Wang, Kaixuan Chen, Huan Li, Kai Zheng
Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yan Zhao, Jiaxin Liu, Yunchuan Li, Dalin Zhang, Christian S. Jensen, Kai Zheng
Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Yunchuan Li, Ziwei Wang, Ruixin Yang, Yan Zhao, Rui Zhou, Kai Zheng
Learned Bloom Filter for Multi-key Membership Testing. DASFAA (1) (2023)
Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting. Proc. ACM Manag. Data 1 (2) (2023)
Xiaolong Zhong, Hao Miao, Dazhuo Qiu, Yan Zhao, Kai Zheng
Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing. CIKM (2023)
Shuhao Li, Yue Cui, Yan Zhao, Weidong Yang, Ruiyuan Zhang, Xiaofang Zhou
ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction. CIKM (2023)
Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng
Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract). ICDE (2023)
Yan Zhao
The Research of Relevant Theory and Techniques for Spatial Crowdsourcing. ACM TUR-C (2023)
Haitian Chen, Ziwei Wang, Yunchuan Li, Ruixin Yang, Yan Zhao, Rui Zhou, Kai Zheng
Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing. Data Sci. Eng. 8 (3) (2023)
Yan Zhao, Kai Zheng, Yunchuan Li, Jinfu Xia, Bin Yang, Torben Bach Pedersen, Rui Mao, Christian S. Jensen, Xiaofang Zhou
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Yan Zhao, Liwei Deng, Kai Zheng
AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing. ACM Trans. Inf. Syst. 41 (4) (2023)
Jin Chen, Guanyu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng
Efficient Join Order Selection Learning with Graph-based Representation. KDD (2022)
Liwei Deng, Hao Sun, Rui Sun, Yan Zhao, Han Su
Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach. ACM Trans. Intell. Syst. Technol. 13 (3) (2022)
Jiaxin Liu, Liwei Deng, Hao Miao, Yan Zhao, Kai Zheng
Task Assignment with Federated Preference Learning in Spatial Crowdsourcing. CIKM (2022)
Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang, Tung Kieu, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis. CoRR (2022)
Dazhuo Qiu, Yihao Wang, Yan Zhao, Liwei Deng, Kai Zheng
CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation. MDM (2022)
Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version. CoRR (2022)
Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng
Efficient Learning with Pseudo Labels for Query Cost Estimation. CIKM (2022)
Yue Cui, Hao Sun, Yan Zhao, Hongzhi Yin, Kai Zheng
Sequential-Knowledge-Aware Next POI Recommendation: A Meta-Learning Approach. ACM Trans. Inf. Syst. 40 (2) (2022)
Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng
Modeling Spatial Trajectories With Attribute Representation Learning. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Yan Zhao, Kai Zheng, Hongzhi Yin, Guanfeng Liu, Junhua Fang, Xiaofang Zhou
Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen
Influence-aware Task Assignment in Spatial Crowdsourcing (Technical Report). CoRR (2022)
Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen
Influence-aware Task Assignment in Spatial Crowdsourcing. ICDE (2022)
Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection. ICDE (2022)
Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey. CoRR (2022)
Xuanhao Chen, Yan Zhao, Guanfeng Liu, Rui Sun, Xiaofang Zhou, Kai Zheng
Efficient Similarity-Aware Influence Maximization in Geo-Social Network. IEEE Trans. Knowl. Data Eng. 34 (10) (2022)
Tung Kieu, Bin Yang, Chenjuan Guo, Razvan-Gabriel Cirstea, Yan Zhao, Yale Song, Christian S. Jensen
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. ICDE (2022)
Yan Zhao, Xuanhao Chen, Liwei Deng, Tung Kieu, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen
Outlier Detection for Streaming Task Assignment in Crowdsourcing. WWW (2022)
Guanyu Ye, Yan Zhao, Xuanhao Chen, Kai Zheng
Task Allocation with Geographic Partition in Spatial Crowdsourcing. CIKM (2021)
Hao Sun, Zijian Wu, Yue Cui, Liwei Deng, Yan Zhao, Kai Zheng
Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations. DASFAA (3) (2021)
Ziwei Wang, Yan Zhao, Xuanhao Chen, Kai Zheng
Task Assignment with Worker Churn Prediction in Spatial Crowdsourcing. CIKM (2021)
Junhua Fang, Rong Zhang, Yan Zhao, Kai Zheng, Xiaofang Zhou, Aoying Zhou
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Liwei Deng, Xuanhao Chen, Yan Zhao, Kai Zheng
HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. CoRR (2021)
Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. ICDE (2021)
Yan Zhao, Lianming Zhou, Liwei Deng, Vincent W. Zheng, Hongzhi Yin, Kai Zheng
Subgraph Convolutional Network for Recommendation. CCIS (2021)
Xuanhao Chen, Liwei Deng, Yan Zhao, Xiaofang Zhou, Kai Zheng
Community-based influence maximization in location-based social network. World Wide Web 24 (6) (2021)
Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng
Coalition-based Task Assignment in Spatial Crowdsourcing. ICDE (2021)
Liwei Deng, Xuanhao Chen, Yan Zhao, Kai Zheng
HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. DASFAA (1) (2021)
Xuanhao Chen, Liwei Deng, Feiteng Huang, Chengwei Zhang, Zongquan Zhang, Yan Zhao, Kai Zheng
DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series. ICDE (2021)
Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng
Multi-modal Knowledge Graphs for Recommender Systems. CIKM (2020)
Anqi Zhao, Guanfeng Liu, Bolong Zheng, Yan Zhao, Kai Zheng
Temporal paths discovery with multiple constraints in attributed dynamic graphs. World Wide Web 23 (1) (2020)
Yan Zhao, Kai Zheng, Yue Cui, Han Su, Feida Zhu, Xiaofang Zhou
Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach. ICDE (2020)
Hao Zhou, Yan Zhao, Junhua Fang, Xuanhao Chen, Kai Zeng
Hybrid route recommendation with taxi and shared bicycles. Distributed Parallel Databases 38 (3) (2020)
Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su
Intention-Based Destination Recommendation in Navigation Systems. DASFAA (3) (2020)
Xiang Li, Yan Zhao, Jiannan Guo, Kai Zheng
Group Task Assignment with Social Impact-Based Preference in Spatial Crowdsourcing. DASFAA (2) (2020)
Jingxiong Ni, Yan Zhao, Kai Zeng, Han Su, Kai Zheng
DeepQT : Learning Sequential Context for Query Execution Time Prediction. DASFAA (3) (2020)
Yan Zhao, Kai Zheng, Yang Li, Han Su, Jiajun Liu, Xiaofang Zhou
Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach. IEEE Trans. Knowl. Data Eng. 32 (12) (2020)
Kai Zheng, Yan Zhao, Defu Lian, Bolong Zheng, Guanfeng Liu, Xiaofang Zhou
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing. IEEE Trans. Knowl. Data Eng. 32 (11) (2020)
Xiang Li, Yan Zhao, Xiaofang Zhou, Kai Zheng
Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing. Data Sci. Eng. 5 (4) (2020)
Lianming Zhou, Xuanhao Chen, Yan Zhao, Kai Zheng
Top-K Spatio-Topic Query on Social Media Data. DASFAA (2) (2019)
Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng
Preference-Aware Task Assignment in Spatial Crowdsourcing. AAAI (2019)
Junwen Lu, Guanfeng Liu, Bolong Zheng, Yan Zhao, Kai Zheng
Social context-aware trust paths finding for trustworthy service provider selection in social media. Multim. Tools Appl. 78 (17) (2019)
Jinfu Xia, Yan Zhao, Guanfeng Liu, Jiajie Xu, Min Zhang, Kai Zheng
Profit-driven Task Assignment in Spatial Crowdsourcing. IJCAI (2019)
Huiping Yang, Yan Zhao, Jinfu Xia, Bin Yao, Min Zhang, Kai Zheng
Music Playlist Recommendation with Long Short-Term Memory. DASFAA (2) (2019)
Huizhao Wang, Guanfeng Liu, Yan Zhao, Bolong Zheng, Pengpeng Zhao, Kai Zheng
DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation. ICDM (2019)
Yue Cui, Liwei Deng, Yan Zhao, Bin Yao, Vincent W. Zheng, Kai Zheng
Hidden POI Ranking with Spatial Crowdsourcing. KDD (2019)
Wenyan Yang, Yan Zhao, Bolong Zheng, Guanfeng Liu, Kai Zheng
Modeling Travel Behavior Similarity with Trajectory Embedding. DASFAA (1) (2018)
Maoxiang Hao, Zhixu Li, Yan Zhao, Kai Zheng
Mining High-Quality Fine-Grained Type Information from Chinese Online Encyclopedias. WISE (2) (2018)
Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen, Kai Zheng
REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. KDD (2018)
Mengdi Jia, Yan Zhao, Bolong Zheng, Guanfeng Liu, Kai Zheng
A Time-Aware Path-Based Publish/Subscribe Framework. DASFAA (1) (2018)
Yan Zhao, Yang Li, Yu Wang, Han Su, Kai Zheng
Destination-aware Task Assignment in Spatial Crowdsourcing. CIKM (2017)
Yan Zhao, Jia Zhu, Mengdi Jia, Wenyan Yang, Kai Zheng
A Novel Hybrid Friends Recommendation Framework for Twitter. APWeb/WAIM (2) (2017)