Jiaqi Liu

Orcid: 0000-0002-7301-5946

Affiliations:
  • Northwestern Polytechnical University, School of Computer Science, Xi'an, China
  • Shanghai Jiaotong University, China (PhD 2019)


According to our database1, Jiaqi Liu authored at least 39 papers between 2015 and 2024.

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Bibliography

2024
hmOS: An Extensible Platform for Task-Oriented Human-Machine Computing.
IEEE Trans. Hum. Mach. Syst., October, 2024

EvolveKG: a general framework to learn evolving knowledge graphs.
Frontiers Comput. Sci., June, 2024

hmCodeTrans: Human-Machine Interactive Code Translation.
IEEE Trans. Software Eng., May, 2024

HADT: Human-AI Diagnostic Team via Hierarchical Reinforcement Learning.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

HAIformer: Human-AI Collaboration Framework for Disease Diagnosis via Doctor-Enhanced Transformer.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
Towards Informative and Diverse Dialogue Systems Over Hierarchical Crowd Intelligence Knowledge Graph.
ACM Trans. Knowl. Discov. Data, 2023

Autonomous Communication Decision Making Based on Graph Convolution Neural Network.
Proceedings of the Green, Pervasive, and Cloud Computing - 18th International Conference, 2023

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

App Popularity Prediction by Incorporating Time-Varying Hierarchical Interactions.
IEEE Trans. Mob. Comput., 2022

Which App is Going to Die? A Framework for App Survival Prediction With Multitask Learning.
IEEE Trans. Mob. Comput., 2022

Evolving Bipartite Model Reveals the Bounded Weights in Mobile Social Networks.
IEEE Trans. Mob. Comput., 2022

DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction.
ACM Trans. Intell. Syst. Technol., 2022

Dynamic Probabilistic Graphical Model for Progressive Fake News Detection on Social Media Platform.
ACM Trans. Intell. Syst. Technol., 2022

Investigation of the determinants for misinformation correction effectiveness on social media during COVID-19 pandemic.
Inf. Process. Manag., 2022

CrowdIM: Crowd-Inspired Intelligent Manufacturing Space Design.
IEEE Internet Things J., 2022

CrowdDesigner: information-rich and personalized product description generation.
Frontiers Comput. Sci., 2022

Human-machine collaboration based sound event detection.
CCF Trans. Pervasive Comput. Interact., 2022

HM-MDS: A Human-machine Collaboration based Online Medical Diagnosis System.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

CoupHM: Task Scheduling Using Gradient Based Optimization for Human-Machine Computing Systems.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

FedAux: An Efficient Framework for Hybrid Federated Learning.
Proceedings of the IEEE International Conference on Communications, 2022

A Deep Neural Network Based Resource Configuration Framework for Human-Machine Computing System.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

MGRec: Multi-Graph Fusion for Recommendation.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

Collaborative Task Allocation in Mobile Crowd Sensing.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

2021
Context-aware Adaptive Surgery: A Fast and Effective Framework for Adaptative Model Partition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Decentralized Multi-AGV Task Allocation based on Multi-Agent Reinforcement Learning with Information Potential Field Rewards.
Proceedings of the IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, 2021

A Full Information Enhanced Question Answering System Based on Hierarchical Heterogeneous Crowd Intelligence Knowledge Graph.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2021

Human-Machine Collaboration Based Named Entity Recognition.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2021

TL-SDD: A Transfer Learning-Based Method for Surface Defect Detection with Few Samples.
Proceedings of the 7th International Conference on Big Data Computing and Communications, 2021

2020
Joint Recommendations in Multilayer Mobile Social Networks.
IEEE Trans. Mob. Comput., 2020

2019
Modeling, Analysis and Validation of Evolving Networks With Hybrid Interactions.
IEEE/ACM Trans. Netw., 2019

Evolving Knowledge Graphs.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018
Interest-Aware Information Diffusion in Evolving Social Networks.
IEEE Trans. Wirel. Commun., 2018

Who to Connect to? Joint Recommendations in Cross-layer Social Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017
Modeling Multicast Group in Wireless Social Networks: A Combination of Geographic and Non-Geographic Perspective.
IEEE Trans. Wirel. Commun., 2017

Combining Teaching and Research through Barcode Experiments.
IEEE Commun. Mag., 2017

Evolving K-Graph: Modeling Hybrid Interactions in Networks.
Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Streamline architecture of network simulator to facilitate teaching of computer networking.
Proceedings of the ACM Turing 50th Celebration Conference, 2017

Security analysis of Bloom filter based multicast forwarding.
Proceedings of the ACM Turing 50th Celebration Conference, 2017

2015
Interference Exploitation in D2D-Enabled Cellular Networks: A Secrecy Perspective.
IEEE Trans. Commun., 2015


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