Yan Liu

Orcid: 0000-0003-0907-7840

Affiliations:
  • Peking University, School of Computer Science, Beijing, China
  • Northwestern Polytechnical University, School of Computer Science, Xi'an, China (PhD 2022)


According to our database1, Yan Liu authored at least 33 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Spatio-Temporal Memory Augmented Multi-Level Attention Network for Traffic Prediction.
IEEE Trans. Knowl. Data Eng., June, 2024

Hierarchical Constrained Variational Autoencoder for interaction-sparse recommendations.
Inf. Process. Manag., March, 2024

Cross-FCL: Toward a Cross-Edge Federated Continual Learning Framework in Mobile Edge Computing Systems.
IEEE Trans. Mob. Comput., January, 2024

Disentangled-feature and composite-prior VAE on social recommendation for new users.
Expert Syst. Appl., 2024

CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community.
CoRR, 2024

2023
UniFi: A Unified Framework for Generalizable Gesture Recognition with Wi-Fi Signals Using Consistency-guided Multi-View Networks.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023

PiercingEye: Identifying Both Faint and Distinct Clues for Explainable Fake News Detection with Progressive Dynamic Graph Mining.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022
AskMe: joint individual-level and community-level behavior interaction for question recommendation.
World Wide Web, 2022

MetaDetector: Meta Event Knowledge Transfer for Fake News Detection.
ACM Trans. Intell. Syst. Technol., 2022

CrowdHMT: Crowd Intelligence With the Deep Fusion of Human, Machine, and IoT.
IEEE Internet Things J., 2022

Transfer how much: a fine-grained measure of the knowledge transferability of user behavior sequences in social network.
Data Min. Knowl. Discov., 2022

Visual Scene-Aware Dialogue System for Cross-Modal Intelligent Human-Machine Interaction.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

2021
Knowledge Transfer with Weighted Adversarial Network for Cold-Start Store Site Recommendation.
ACM Trans. Knowl. Discov. Data, 2021

MetaStore: A Task-adaptative Meta-learning Model for Optimal Store Placement with Multi-city Knowledge Transfer.
ACM Trans. Intell. Syst. Technol., 2021

2020
From crowdsourcing to crowdmining: using implicit human intelligence for better understanding of crowdsourced data.
World Wide Web, 2020

2019
FooDNet: Toward an Optimized Food Delivery Network Based on Spatial Crowdsourcing.
IEEE Trans. Mob. Comput., 2019

DeepStore: An Interaction-Aware Wide&Deep Model for Store Site Recommendation With Attentional Spatial Embeddings.
IEEE Internet Things J., 2019

CrowDNet: Enabling a Crowdsourced Object Delivery Network Based on Modern Portfolio Theory.
IEEE Internet Things J., 2019

Harnessing the Power of the General Public for Crowdsourced Business Intelligence: A Survey.
IEEE Access, 2019

CrowdTravel: Leveraging Cross-Modal CrowdSourced Data for Fine-Grained and Context-Based Travel Route Recommendation.
Proceedings of the 2019 IEEE SmartWorld, 2019

BoardWatch: a tree-enhanced regression model for billboard popularity prediction with multi-source urban data.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

2018
CrowdNavi: Last-mile Outdoor Navigation for Pedestrians Using Mobile Crowdsensing.
Proc. ACM Hum. Comput. Interact., 2018

Task Allocation in Spatial Crowdsourcing: Current State and Future Directions.
IEEE Internet Things J., 2018

Commercial Site Recommendation Based on Neural Collaborative Filtering.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
ActiveCrowd: A Framework for Optimized Multitask Allocation in Mobile Crowdsensing Systems.
IEEE Trans. Hum. Mach. Syst., 2017

CrowdSafe: Detecting extreme driving behaviors based on mobile crowdsensing.
Proceedings of the 2017 IEEE SmartWorld, 2017

Poster: FooDNet: Optimized On Demand Take-out Food Delivery using Spatial Crowdsourcing.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

CrowdTracker: object tracking using mobile crowd sensing.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016
Enhancing hybrid parallel file system through performance and space-aware data layout.
Int. J. High Perform. Comput. Appl., 2016

ActiveCrowd: A Framework for Optimized Multi-Task Allocation in Mobile Crowdsensing Systems.
CoRR, 2016

Poster: Towards a Multitask Worker Recruitment Framework for Mobile Crowdsensing.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

TaskMe: multi-task allocation in mobile crowd sensing.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2014
PSA: a performance and space-aware data layout scheme for hybrid parallel file systems.
Proceedings of the 2014 International Workshop on Data Intensive Scalable Computing Systems, 2014


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