Yuan Jin

Orcid: 0000-0001-8695-1525

According to our database1, Yuan Jin authored at least 69 papers between 2004 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
Interpretable Prediction of Pedestrian Crossing Intention: Fusion of Human Skeletal Information in Natural Driving Scenarios.
IEEE Trans. Intell. Transp. Syst., November, 2024

Classification of lung cancer subtypes on CT images with synthetic pathological priors.
Medical Image Anal., 2024

HiTSKT: A hierarchical transformer model for session-aware knowledge tracing.
Knowl. Based Syst., 2024

CC-DCNet: Dynamic Convolutional Neural Network with Contrastive Constraints for Identifying Lung Cancer Subtypes on Multi-modality Images.
CoRR, 2024

Novel occupancy detection method based on convolutional neural network model using PIR sensor and smart meter data.
Adv. Eng. Informatics, 2024

MM-DCNet: A Multi-Scale and Multi-MOdality Dynamic Convolutional Network for Lung Cancer Subtypes Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Predicting the transmission trend of respiratory viruses in new regions via geospatial similarity learning.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023

Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge.
Medical Image Anal., August, 2023

SmartRolling: A human-machine interface for wheelchair control using EEG and smart sensing techniques.
Inf. Process. Manag., May, 2023

The HoloLens in medicine: A systematic review and taxonomy.
Medical Image Anal., April, 2023

Modeling the Impact of Investment and National Planning Policies on Future Land Use Development: A Case Study for Myanmar.
ISPRS Int. J. Geo Inf., January, 2023

A Region-Shrinking-Based Acceleration for Classification-Based Derivative-Free Optimization.
CoRR, 2023

MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision.
CoRR, 2023

Multicenter aortic vessel tree extraction using deep learning.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Digital Transformation, Dynamic Capabilities and Enterprise Innovation Performance Based on Dynamic Capability Theory and Upper Echelon Theory.
Proceedings of the Digitalization and Management Innovation II, 2023

2022
Studierfenster: an Open Science Cloud-Based Medical Imaging Analysis Platform.
J. Digit. Imaging, 2022

Hierarchical clustering that takes advantage of both density-peak and density-connectivity.
Inf. Syst., 2022

Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma.
Biomed. Signal Process. Control., 2022

ProtPlat: an efficient pre-training platform for protein classification based on FastText.
BMC Bioinform., 2022

Long-term topographic effect on remotely sensed vegetation index-based gross primary productivity (GPP) estimation at the watershed scale.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Intelligent Quality Evaluation System for Vertical Shaft Blasting and its Application.
IEEE Access, 2022

Enhancement of aortic dissections in CT angiography: are common filters robust enough?
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

What makes users reliant on the virtual assistant? The side effect of attachment.
Proceedings of the 28th Americas Conference on Information Systems, 2022

2021
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.
IEEE Trans. Medical Imaging, 2021

KenDTI: An Ensemble Model for Predicting Drug-Target Interaction by Integrating Multi-Source Information.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Deep learning - a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact.
PeerJ Comput. Sci., 2021

Winning by Learning? Effect of Knowledge Sharing in Crowdsourcing Contests.
Inf. Syst. Res., 2021

Investigating Eco-Environmental Vulnerability for China-Pakistan Economic Corridor Key Sector Punjab Using Multi-Sources Geo-Information.
ISPRS Int. J. Geo Inf., 2021

Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data.
Data Min. Knowl. Discov., 2021

AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo.
CoRR, 2021

Federated Learning Meets Natural Language Processing: A Survey.
CoRR, 2021

Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty II, 2021

Deep learning and particle filter-based aortic dissection vessel tree segmentation.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Topic Modelling Meets Deep Neural Networks: A Survey.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Leveraging Information Bottleneck for Scientific Document Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Neural Attention-Aware Hierarchical Topic Model.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

FEDI: Few-shot learning based on Earth Mover's Distance algorithm combined with deep residual network to identify diabetic retinopathy.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Microgrid Cooperatives in Emerging Countries - Impact of Decentralization in Rural India.
Proceedings of the 27th Americas Conference on Information Systems, 2021

BiDKT: Deep Knowledge Tracing with BERT.
Proceedings of the Ad Hoc Networks and Tools for IT - 13th EAI International Conference, 2021

2020
Modeling inter-layer interactions for out-of-plane shape deviation reduction in additive manufacturing.
IISE Trans., 2020

Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning.
CoRR, 2020

Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention.
CoRR, 2020

Leveraging Cross Feedback of User and Item Embeddings for Variational Autoencoder based Collaborative Filtering.
CoRR, 2020

A technical survey on statistical modelling and design methods for crowdsourcing quality control.
Artif. Intell., 2020

SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

High-Resolution Cranial Implant Prediction via Patch-Wise Training.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty, 2020

2019
Modelling Techniques and Inference Procedures for Improving Quality Control in Crowdsourcing Applications.
PhD thesis, 2019

Variational Auto-encoder Based Bayesian Poisson Tensor Factorization for Sparse and Imbalanced Count Data.
CoRR, 2019

Querying Knowledge Graphs with Natural Languages.
Proceedings of the Database and Expert Systems Applications, 2019

2018
Power Peak Shaving With Data Transmission Delays for Thermal Management in Smart Buildings.
IEEE Trans. Ind. Informatics, 2018

Measuring Instability of Mobility Management in Cellular Networks.
IEEE Netw., 2018

EC<sup>3</sup>: Cutting Cooling Energy Consumption Through Weather-Aware Geo-Scheduling Across Multiple Datacenters.
IEEE Access, 2018

Chorus-Line Algorithm for Clock Synchronization.
IEEE Access, 2018

Leveraging Label Category Relationships in Multi-class Crowdsourcing.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing.
Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017
A novel path planning methodology for extrusion-based additive manufacturing of thin-walled parts.
Int. J. Comput. Integr. Manuf., 2017

Leveraging Side Information to Improve Label Quality Control in Crowd-Sourcing.
Proceedings of the Fifth AAAI Conference on Human Computation and Crowdsourcing, 2017

Online Community Participation and Crowdsourcing Performance.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
Modeling and Simulation of Mucus Flow in Human Bronchial Epithelial Cell Cultures - Part I: Idealized Axisymmetric Swirling Flow.
PLoS Comput. Biol., 2016

A Little Competition Never Hurt Anyone's Relevance Assessments.
Proceedings of the Third International Workshop on Gamification for Information Retrieval co-located with 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), 2016

Prescriptive analytics for understanding of out-of-plane deformation in additive manufacturing.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
Out-of-plane geometric error prediction for additive manufacturing.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

A Two Tiered Finite Mixture Modelling Framework to Cluster Customers on EFTPOS Network.
Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2014
A fine-interpolation-based parametric interpolation method with a novel real-time look-ahead algorithm.
Comput. Aided Des., 2014

2008
Research on SLA negotiation in Manufacturing Grid.
Proceedings of the 12th International Conference on CSCW in Design, 2008

2004
Software for interactive segmentation of the carotid artery from 3D black blood magnetic resonance images.
Comput. Methods Programs Biomed., 2004


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