Yan Zhao

Orcid: 0000-0002-0242-3707

Affiliations:

Aalborg University, Denmark
Soochow University, School of Computer Science and Technology, Institute of Artificial Intelligence, Suzhou, China (former)

According to our database¹, Yan Zhao authored at least 92 papers between 2017 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced With Model Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2024

Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2024

Uncertainty-Aware Temporal Graph Convolutional Network for Traffic Speed Forecasting.

[BibT_eX]

[DOI]

Weizhu Qian

Thomas Dyhre Nielsen

Yan Zhao

Kim Guldstrand Larsen

James Jianqiao Yu

IEEE Trans. Intell. Transp. Syst., August, 2024

Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Efficient Stochastic Routing in Path-Centric Uncertain Road Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., July, 2024

Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2024

TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2024

Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2024

Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing.

[BibT_eX]

[DOI]

VLDB J., January, 2024

Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching-Extended Version.

[BibT_eX]

[DOI]

CoRR, 2024

Conditional Lagrangian Wasserstein Flow for Time Series Imputation.

[BibT_eX]

[DOI]

Weizhu Qian

Dalin Zhang

Yan Zhao

CoRR, 2024

Efficient Stochastic Routing in Path-Centric Uncertain Road Networks - Extended Version.

[BibT_eX]

[DOI]

CoRR, 2024

E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Preventing the Popular Item Embedding Based Attack in Federated Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

LightTR: A Lightweight Framework for Federated Trajectory Recovery.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Task Recommendation in Spatial Crowdsourcing: A Trade-Off Between Diversity and Coverage.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Learning to Hash for Trajectory Similarity Computation and Search.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

A Unified Replay-Based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Yan Zhao

Liwei Deng

Kai Zheng

ACM Trans. Inf. Syst., October, 2023

Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing.

[BibT_eX]

[DOI]

Data Sci. Eng., September, 2023

Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

LightCTS: A Lightweight Framework for Correlated Time Series Forecasting.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

S2TUL: A Semi-Supervised Framework for Trajectory-User Linking.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Uncertainty Quantification for Traffic Forecasting: A Unified Approach.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Learned Bloom Filter for Multi-key Membership Testing.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Fusing Local and Global Mobility Patterns for Trajectory Recovery.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

The Research of Relevant Theory and Techniques for Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Yan Zhao

Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

2022

Sequential-Knowledge-Aware Next POI Recommendation: A Meta-Learning Approach.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Modeling Spatial Trajectories With Attribute Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Efficient Similarity-Aware Influence Maximization in Geo-Social Network.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version.

[BibT_eX]

[DOI]

CoRR, 2022

Influence-aware Task Assignment in Spatial Crowdsourcing (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2022

Outlier Detection for Streaming Task Assignment in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Efficient Join Order Selection Learning with Graph-based Representation.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders.

[BibT_eX]

[DOI]

Tung Kieu

Bin Yang

Chenjuan Guo

Razvan-Gabriel Cirstea

Yan Zhao

Yale Song

Christian S. Jensen

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Influence-aware Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Task Assignment with Federated Preference Learning in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Loyalty-based Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Efficient Trajectory Similarity Computation with Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Task Publication Time Recommendation in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Xuanlei Chen

Yan Zhao

Kai Zheng

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Efficient Learning with Pseudo Labels for Query Cost Estimation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Task Assignment with Spatio-temporal Recommendation in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

2021

Community-based influence maximization in location-based social network.

[BibT_eX]

[DOI]

World Wide Web, 2021

A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Preference-aware Group Task Assignment in Spatial Crowdsourcing: A Mutual Information-based Approach.

[BibT_eX]

[DOI]

Yunchuan Li

Yan Zhao

Kai Zheng

Proceedings of the IEEE International Conference on Data Mining, 2021

Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Coalition-based Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Task Allocation with Geographic Partition in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Task Assignment with Worker Churn Prediction in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Subgraph Convolutional Network for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

2020

Temporal paths discovery with multiple constraints in attributed dynamic graphs.

[BibT_eX]

[DOI]

World Wide Web, 2020

Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Hybrid route recommendation with taxi and shared bicycles.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2020

Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Data Sci. Eng., 2020

Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

DeepQT : Learning Sequential Context for Query Execution Time Prediction.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Intention-Based Destination Recommendation in Navigation Systems.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Group Task Assignment with Social Impact-Based Preference in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Multi-modal Knowledge Graphs for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Social context-aware trust paths finding for trustworthy service provider selection in social media.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Hidden POI Ranking with Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Profit-driven Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Top-K Spatio-Topic Query on Social Media Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Music Playlist Recommendation with Long Short-Term Memory.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Preference-Aware Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Mining High-Quality Fine-Grained Type Information from Chinese Online Encyclopedias.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

REST: A Reference-based Framework for Spatio-temporal Trajectory Compression.

[BibT_eX]

[DOI]

Quoc Viet Hung Nguyen

Kai Zheng

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Modeling Travel Behavior Similarity with Trajectory Embedding.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

A Time-Aware Path-Based Publish/Subscribe Framework.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Destination-aware Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Novel Hybrid Friends Recommendation Framework for Twitter.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - First International Joint Conference, 2017

Yan Zhao

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