Yuan Liu

Orcid: 0000-0002-2578-0707

Affiliations:
  • Jiangnan University, School of Digital Media / School of Artificial Intelligence and Computer Science, Jiangsu Key Laboratory of Media Design and Software Technology, Wuxi, China


According to our database1, Yuan Liu authored at least 83 papers between 2013 and 2026.

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

Timeline

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Bibliography

2026
FedRL: A Reinforcement Learning Federated Recommender System for Efficient Communication Using Reinforcement Selector and Hypernet Generator.
Trans. Recomm. Syst., March, 2026

2025
DiffKD: collaborative graph diffusion with knowledge distillation for multimodal recommendation.
J. Intell. Inf. Syst., October, 2025

Ephemera: Accelerating I/O-Intensive Serverless Workloads with a Harvested In-memory File System.
ACM Trans. Archit. Code Optim., September, 2025

Spatiotemporal context feedback bidirectional attention network for breast cancer segmentation based on DCE-MRI.
Neural Comput. Appl., September, 2025

Efficient federated recommender system based on Slimify Module and Feature Sharpening Module.
Knowl. Inf. Syst., August, 2025

Personalized Consumer Federated Recommender System Using Fine-Grained Transformation and Hybrid Information Sharing.
IEEE Trans. Consumer Electron., May, 2025

GDDRec: graph neural diffusion model for diversified recommendation.
Knowl. Inf. Syst., May, 2025

Intelligent Chinese Typesetting Model Based on Information Importance Can Enhance Text Readability.
Int. J. Hum. Comput. Interact., May, 2025

Federated Recommender System Based on Diffusion Augmentation and Guided Denoising.
ACM Trans. Inf. Syst., March, 2025

ISOD: improved small object detection based on extended scale feature pyramid network.
Vis. Comput., January, 2025

Diffusion social augmentation for social recommendation.
J. Supercomput., January, 2025

Triplet extraction network with dual gating mechanism and dependency-oriented attention.
J. Supercomput., January, 2025

Non-Parallel Story Author-Style Transfer with Disentangled Representation Learning.
ACM Trans. Knowl. Discov. Data, 2025

DIPathMamba: A domain-incremental weakly supervised state space model for pathology image segmentation.
Medical Image Anal., 2025

Semantic consistency-guided patch-wise relation graph reasoning scheme for lung cancer organoid segmentation in brightfield microscopy.
Comput. Methods Programs Biomed., 2025

RLBCD: Residual-guided Latent Brownian-bridge Co-Diffusion for Anatomical-to-Metabolic Image Synthesis.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Global Perception Federated Recommender System for Click-Through Rate Prediction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Fine-Grained Global Modeling Learning for Personalized Federated Sequential Recommender.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Trustworthy Recommendation for Consumer Electronics Using Hypernetworks.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

M²N: A Progressive Macro-to-Micro 3D Modeling Scheme for Unveiling Drug-Target Affinity.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
DCDiff: Dual-Granularity Cooperative Diffusion Models for Pathology Image Analysis.
IEEE Trans. Medical Imaging, December, 2024

An Emotional-Aware Mobile Terminal Accessibility-Assisted Recommendation System for the Elderly Based on Haptic Recognition.
Int. J. Hum. Comput. Interact., November, 2024

CMC-MMR: multi-modal recommendation model with cross-modal correction.
J. Intell. Inf. Syst., October, 2024

Multi-contrast learning-guided lightweight few-shot learning scheme for predicting breast cancer molecular subtypes.
Medical Biol. Eng. Comput., May, 2024

AI-powered interpretable imaging phenotypes noninvasively characterize tumor microenvironment associated with diverse molecular signatures and survival in breast cancer.
Comput. Methods Programs Biomed., January, 2024

FedACQ: adaptive clustering quantization of model parameters in federated learning.
Int. J. Web Inf. Syst., 2024

A local-global unified scheme driven by positionable texture and multi-level boundary for lung cancer organoids segmentation.
Expert Syst. Appl., 2024

A Laplace operator-based active contour model with improved image edge detection performance.
Digit. Signal Process., 2024

Hierarchy Knowledge-aware Contrastive Learning for Recommendation.
Proceedings of the 36th International Conference on Software Engineering and Knowledge Engineering, 2024

Deeper Graph Contrastive Learning with Attention Mechanism for Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2024

HRMNN: Heterogeneous Relationship Mined Graph Neural Network.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

MOD-YOLO: Improved YOLOv5 Based on Multi-softmax and Omni-Dimensional Dynamic Convolution for Multi-label Bridge Defect Detection.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

SafePtrX: Research on Mitigation of Heap-Based Memory Safety Violations for Intel x86-64.
Proceedings of the Engineering of Complex Computer Systems - 28th International Conference, 2024

Addressing the Privacy and Complexity of Urban Traffic Flow Prediction with Federated Learning and Spatiotemporal Graph Convolutional Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023
A Distributed Traffic Replay Framework for Network Emulation.
Inf., February, 2023

Diffusion Kinetic Model for Breast Cancer Segmentation in Incomplete DCE-MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A short text clustering study integrating context-awareness and contrast learning.
Proceedings of the 8th International Conference on Information Systems Engineering, 2023

MSAM: Cross-Domain Recommendation Based on Multi-Layer Self-Attentive Mechanism.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

CADCN: A click-through rate prediction model based on feature importance.
Proceedings of the 2023 4th International Conference on Computing, 2023

General Chair Message.
Proceedings of the 23rd IEEE/ACIS International Conference on Computer and Information Science, 2023

2022
Semantic-Powered Explainable Model-Free Few-Shot Learning Scheme of Diagnosing COVID-19 on Chest X-Ray.
IEEE J. Biomed. Health Informatics, 2022

A Constructivist Ontology Relation Learning Method.
IEEE Trans. Cybern., 2022

Rain Streak Removal From Light Field Images.
IEEE Trans. Circuits Syst. Video Technol., 2022

Cloud-Based User Behavior Emulation Approach for Space-Ground Integrated Networks.
Sensors, 2022

A hybrid hemodynamic knowledge-powered and feature reconstruction-guided scheme for breast cancer segmentation based on DCE-MRI.
Medical Image Anal., 2022

An Efficient Scheduling Strategy for Containers Based on Kubernetes.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

2021
Residual-Network-Leveraged Vehicle-Thrown-Waste Identification in Real-Time Traffic Surveillance Videos.
IEEE Trans. Intell. Transp. Syst., 2021

DESN: An unsupervised MR image denoising network with deep image prior.
Theor. Comput. Sci., 2021

Transforming UTE-mDixon MR Abdomen-Pelvis Images Into CT by Jointly Leveraging Prior Knowledge and Partial Supervision.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Viral Marketing for Public Health Campaigns in Social Networks.
J. Medical Imaging Health Informatics, 2021

Robust corner detection with fractional calculus for magnetic resonance imaging.
Biomed. Signal Process. Control., 2021

Influence Maximization Based on True Threshold in Social Networks.
Proceedings of the Multimedia Technology and Enhanced Learning, 2021

Chinese Live-streaming Barrage Chatbot Combined with User Vectors.
Proceedings of the CCEAI 2021: 5th International Conference on Control Engineering and Artificial Intelligence, 2021

2020
Cloud-Based Experimental Platform for the Space-Ground Integrated Network.
Wirel. Commun. Mob. Comput., 2020

High-Performance Routing Emulation Technologies Based on a Cloud Platform.
Secur. Commun. Networks, 2020

A novel automatic image segmentation method for Chinese literati paintings using multi-view fuzzy clustering technology.
Multim. Syst., 2020

Analysis of social network user behaviour and its influence.
J. Intell. Fuzzy Syst., 2020

On Learning Associative Relationship Memory among Knowledge Concepts.
Int. J. Networked Distributed Comput., 2020

Research on Intelligent Question and Answering Based on a Pet Knowledge Map.
Int. J. Networked Distributed Comput., 2020

Collaborative Filtering Recommendation Algorithm Based on Attention GRU and Adversarial Learning.
IEEE Access, 2020

Sentiment Analysis Model Based on Self-Attention and Character-Level Embedding.
IEEE Access, 2020

Denoising of Magnetic Resonance Images with Deep Neural Regularizer Driven by Image Prior.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019
Opinion Mining in Online Social Media for Public Health Campaigns.
J. Medical Imaging Health Informatics, 2019

Context Attention Heterogeneous Network Embedding.
Comput. Intell. Neurosci., 2019

Social Influence Maximization for Public Health Campaigns.
IEEE Access, 2019

Epileptic EEG Detection Using a Multi-View Fuzzy Clustering Algorithm with Multi-Medoid.
IEEE Access, 2019

Snow Removal From Light Field Images.
IEEE Access, 2019

DiffusionGAN: Network Embedding for Information Diffusion Prediction with Generative Adversarial Nets.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Bike Sharing Data Analytics for Smart Traffic Managemen.
Proceedings of the 5th International Conference on Big Data Computing and Communications, 2019

2018
Distribution-aware cache replication for cooperative road side units in VANETs.
Peer-to-Peer Netw. Appl., 2018

A New Intelligent Jigsaw Puzzle Algorithm Base on Mixed Similarity and Symbol Matrix.
Int. J. Pattern Recognit. Artif. Intell., 2018

Locating the Source of Asynchronous Diffusion Process in Online Social Networks.
IEEE Access, 2018

2017
Adaptive Virtual RSU Scheduling for Scalable Coverage under Bidirectional Vehicle Traffic Flow.
Algorithms, 2017

Efficient Path Query Processing Through Cloud-Based Mapping Services.
IEEE Access, 2017

A flexible finger-mounted airbrush model for immersive freehand painting.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016
A mosaic style rendering method based on fuzzy color modeling.
Proceedings of the 15th IEEE/ACIS International Conference on Computer and Information Science, 2016

Solving jigsaw puzzle with symbol matrixes.
Proceedings of the 15th IEEE/ACIS International Conference on Computer and Information Science, 2016

2015
Cloud-Assisted Live Streaming for Crowdsourced Multimedia Content.
IEEE Trans. Multim., 2015

Evolutionary sampling: A novel way of machine learning within a probabilistic framework.
Inf. Sci., 2015

Elastylus: flexible haptic painting stylus.
Proceedings of the SIGGRAPH Asia 2015 Emerging Technologies, 2015

2014
Reversible Data Hiding by Median-Preserving Histogram Modification for Image Contrast Enhancement.
Proceedings of the Digital-Forensics and Watermarking - 13th International Workshop, 2014

Improved steganalysis algorithm against motion vector based video steganography.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Wormhole Canvas.
Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013


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