Junyang Chen

Orcid: 0000-0002-1139-8654

According to our database1, Junyang Chen authored at least 81 papers between 2016 and 2024.

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Bibliography

2024
Compressing the Multiobject Tracking Model via Knowledge Distillation.
IEEE Trans. Comput. Soc. Syst., April, 2024

SiamATTRPN: Enhance Visual Tracking With Channel and Spatial Attention.
IEEE Trans. Comput. Soc. Syst., April, 2024

Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation.
IEEE J. Biomed. Health Informatics, March, 2024

Data-Driven Pick-Up Location Recommendation for Ride-Hailing Services.
IEEE Trans. Mob. Comput., February, 2024

Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks.
ACM Trans. Knowl. Discov. Data, February, 2024

Multidocument Aspect Classification for Aspect-Based Abstractive Summarization.
IEEE Trans. Comput. Soc. Syst., February, 2024

TFC: Transformer Fused Convolution for Adversarial Domain Adaptation.
IEEE Trans. Comput. Soc. Syst., February, 2024

PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input Attention.
IEEE Trans. Netw. Sci. Eng., 2024

Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation.
IEEE Trans. Netw. Sci. Eng., 2024

Joint Adversarial Domain Adaptation With Structural Graph Alignment.
IEEE Trans. Netw. Sci. Eng., 2024

ROG<sub>PL</sub>: Robust Open-Set Graph Learning via Region-Based Prototype Learning.
CoRR, 2024

ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation.
IEEE Trans. Comput. Soc. Syst., October, 2023

A Neural Inference of User Social Interest for Item Recommendation.
Data Sci. Eng., September, 2023

Boosting unsupervised domain adaptation: A Fourier approach.
Knowl. Based Syst., March, 2023

Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing.
Comput. Biol. Medicine, February, 2023

Combatting Energy Issues for Mobile Applications.
ACM Trans. Softw. Eng. Methodol., January, 2023

Improving Rating Prediction in Multi-Criteria Recommender Systems via a Collective Factor Model.
IEEE Trans. Netw. Sci. Eng., 2023

Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2023

OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup.
IEEE Trans. Multim., 2023

ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning.
CoRR, 2023

Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image Retrieval.
CoRR, 2023

Ranking-aware Uncertainty for Text-guided Image Retrieval.
CoRR, 2023

Open-World Pose Transfer via Sequential Test-Time Adaption.
CoRR, 2023

OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup.
CoRR, 2023

StAGN: Spatial-Temporal Adaptive Graph Network via Contrastive Learning for Sleep Stage Classification.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

PromptRestorer: A Prompting Image Restoration Method with Degradation Perception.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interpolation Normalization for Contrast Domain Generalization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Closer Look at Classifier in Adversarial Domain Generalization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Multi-Head Feature Pyramid Networks for Breast Mass Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report Generation.
Proceedings of the IEEE International Conference on Acoustics, 2023

MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media.
Proceedings of the Database Systems for Advanced Applications, 2023

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A Simple Yet Effective Layered Loss for Pre-Training of Network Embedding.
IEEE Trans. Netw. Sci. Eng., 2022

Meta-Path Based Neighbors for Behavioral Target Generalization in Sequential Recommendation.
IEEE Trans. Netw. Sci. Eng., 2022

Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs.
IEEE Trans. Neural Networks Learn. Syst., 2022

CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings.
IEEE Trans. Neural Networks Learn. Syst., 2022

Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion.
IEEE Trans. Comput. Soc. Syst., 2022

Informative pairs mining based adaptive metric learning for adversarial domain adaptation.
Neural Networks, 2022

Attentive differential convolutional neural networks for crowd flow prediction.
Knowl. Based Syst., 2022

DnSwin: Toward real-world denoising via a continuous Wavelet Sliding Transformer.
Knowl. Based Syst., 2022

ω-net: Dual supervised medical image segmentation with multi-dimensional self-attention and diversely-connected multi-scale convolution.
Neurocomputing, 2022

Single image rain removal using recurrent scale-guide networks.
Neurocomputing, 2022

Hybrid Reinforced Medical Report Generation with M-Linear Attention and Repetition Penalty.
CoRR, 2022

Realizing Emotional Interactions to Learn User Experience and Guide Energy Optimization for Mobile Architectures.
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Field-aware Variational Autoencoders for Billion-scale User Representation Learning.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Attention-based Adversarial Partial Domain Adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Using Psychophysics to Guide Power Adaptation for Input Methods on Mobile Architectures.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022


2021
A Multi-graph Convolutional Network Framework for Tourist Flow Prediction.
ACM Trans. Internet Techn., 2021

TAM: Targeted Analysis Model With Reinforcement Learning on Short Texts.
IEEE Trans. Neural Networks Learn. Syst., 2021

HNS: Hierarchical negative sampling for network representation learning.
Inf. Sci., 2021

A Unified Joint Maximum Mean Discrepancy for Domain Adaptation.
CoRR, 2021

Dense Feature Pyramid Grids Network for Single Image Deraining.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
D2D-Enabled Data Sharing for Distributed Machine Learning at Wireless Network Edge.
IEEE Wirel. Commun. Lett., 2020

Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation.
IEEE Trans. Ind. Informatics, 2020

Geography-Aware Inductive Matrix Completion for Personalized Point-of-Interest Recommendation in Smart Cities.
IEEE Internet Things J., 2020

w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution.
CoRR, 2020

Efficient Medical Image Segmentation with Intermediate Supervision Mechanism.
CoRR, 2020

SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images.
CoRR, 2020

DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal.
CoRR, 2020

A Dirichlet process biterm-based mixture model for short text stream clustering.
Appl. Intell., 2020

Scientific Collaboration Sustainability Prediction Based on H-index Reciprocity.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Inductive Document Representation Learning for Short Text Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Exploiting Heterogeneous Artist and Listener Preference Graph for Music Genre Classification.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Adversarial Learning for Overlapping Community Detection and Network Embedding.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020


Personalized Re-ranking with Item Relationships for E-commerce.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
A nonparametric model for online topic discovery with word embeddings.
Inf. Sci., 2019

2018
Coupling Photon Spin with Electron Spin in Integrated Photonic Chips.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

2016
Client-Driven Network-level QoE fairness for Encrypted 'DASH-S'.
Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, 2016


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