Yan Yang

Orcid: 0000-0002-6134-6094

Affiliations:
  • Southwest Jiaotong University, School of Information Science and Technology, Chengdu, China (PhD 2007)


According to our database1, Yan Yang authored at least 166 papers between 2003 and 2024.

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Bibliography

2024
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space.
IEEE Trans. Circuits Syst. Video Technol., August, 2024

Cross-modal incongruity aligning and collaborating for multi-modal sarcasm detection.
Inf. Fusion, March, 2024

CityTrans: Domain-Adversarial Training With Knowledge Transfer for Spatio-Temporal Prediction Across Cities.
IEEE Trans. Knowl. Data Eng., January, 2024

A Novel Multi-Scale Graph Neural Network for Metabolic Pathway Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024

CiteNet: Cross-modal incongruity perception network for multimodal sentiment prediction.
Knowl. Based Syst., 2024

Multi-view orientational attention network combining point-based affinity for polyp segmentation.
Expert Syst. Appl., 2024

A Road Surface Defect Segmentation Model Based on GLoRA and Multi-Scale Completeness.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

2023
BiG2S: A dual task graph-to-sequence model for the end-to-end template-free reaction prediction.
Appl. Intell., December, 2023

A missing value filling model based on feature fusion enhanced autoencoder.
Appl. Intell., November, 2023

Domain adversarial graph neural network with cross-city graph structure learning for traffic prediction.
Knowl. Based Syst., October, 2023

Incomplete multi-view clustering via kernelized graph learning.
Inf. Sci., May, 2023

AGAT-PPIS: a novel protein-protein interaction site predictor based on augmented graph attention network with initial residual and identity mapping.
Briefings Bioinform., May, 2023

Dual-channel spatial-temporal difference graph neural network for PM<sub>2.5</sub> forecasting.
Neural Comput. Appl., April, 2023

M3S: Scene Graph Driven Multi-Granularity Multi-Task Learning for Multi-Modal NER.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Correction to: Deep learning on multi-view sequential data: a survey.
Artif. Intell. Rev., 2023

Deep learning on multi-view sequential data: a survey.
Artif. Intell. Rev., 2023

Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Contrastive Clustering with False Negatives Exclusion and Filtering Attraction.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

Diffusion Graph Neural Ordinary Differential Equation Network for Traffic Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2023

Enhanced Template-Free Reaction Prediction with Molecular Graphs and Sequence-based Data Augmentation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

YOLOv5s-BSS: A Novel Deep Neural Network for Crack Detection of Road Damage.
Proceedings of the IEEE International Conference on Big Data, 2023

ET-HDR: An Efficient Two-Stage Network for Specular Highlight Detection and Removal.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022
Prediction of superconducting properties of materials based on machine learning models.
CoRR, 2022

Hardness prediction of age-hardening aluminum alloy based on ensemble learning.
CoRR, 2022

Exploiting more associations between slots for multi-domain dialog state tracking.
Big Data Min. Anal., 2022

Instance-Guided Multi-modal Fake News Detection with Dynamic Intra- and Inter-modality Fusion.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

2021
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework.
IEEE Trans. Knowl. Data Eng., 2021

Weakly supervised semantic segmentation by iteratively refining optimal segmentation with deep cues guidance.
Neural Comput. Appl., 2021

Local2Global: Unsupervised multi-view deep graph representation learning with Nearest Neighbor Constraint.
Knowl. Based Syst., 2021

Deep matrix factorization with knowledge transfer for lifelong clustering and semi-supervised clustering.
Inf. Sci., 2021

Optimal Scale of Hierarchical Image Segmentation with Scribbles Guidance for Weakly Supervised Semantic Segmentation.
Int. J. Pattern Recognit. Artif. Intell., 2021

Object scale selection of hierarchical image segmentation with deep seeds.
IET Image Process., 2021

Prediction of properties of metal alloy materials based on machine learning.
CoRR, 2021

Molecular structure prediction based on graph convolutional networks.
CoRR, 2021

CMC: A consensus multi-view clustering model for predicting Alzheimer's disease progression.
Comput. Methods Programs Biomed., 2021

Multi-city traffic flow forecasting via multi-task learning.
Appl. Intell., 2021

K-Means Clustering with Fairness Constraints.
Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021

NonupleCLMR: Contrastive Learning of Musical Representation with NonupleMIDI.
Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021

Multi-View Spatial-Temporal Adaptive Graph Convolutional Networks for Traffic Forecasting.
Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021

Spatial-Temporal Dynamic Graph Convolution Neural Network for Air Quality Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
GMC: Graph-Based Multi-View Clustering.
IEEE Trans. Knowl. Data Eng., 2020

Parallel multi-view concept clustering in distributed computing.
Neural Comput. Appl., 2020

Deep Flexible Structured Spatial-Temporal Model for Taxi Capacity Prediction.
Knowl. Based Syst., 2020

Multivariate time series forecasting via attention-based encoder-decoder framework.
Neurocomputing, 2020

Condition Analysis of a High-Speed Train Based on Similarity Ratio and MDBN.
Comput. Sci. Eng., 2020

Multi-attention fusion modeling for sentiment analysis of educational big data.
Big Data Min. Anal., 2020

Bayes-enhanced Lifelong Attention Networks for Sentiment Classification.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Social web video clustering based on multi-view clustering via nonnegative matrix factorization.
Int. J. Mach. Learn. Cybern., 2019

A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE.
Knowl. Based Syst., 2019

Nonnegative matrix factorization for clustering ensemble based on dark knowledge.
Knowl. Based Syst., 2019

A study of graph-based system for multi-view clustering.
Knowl. Based Syst., 2019

一种基于深度学习的混合推荐算法 (Hybrid Recommendation Algorithm Based on Deep Learning).
计算机科学, 2019

Social web video clustering based on multi-modal and clustering ensemble.
Neurocomputing, 2019

Condition recognition of high-speed train bogie based on multi-view kernel FCM.
Big Data Min. Anal., 2019

Consensus Graph Learning for Incomplete Multi-view Clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Discovering Senile Dementia from Brain MRI Using Ra-DenseNet.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

A Consensus Clustering Algorithm for Multitask Multiview Learning.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Unknown Compound Faults Diagnosis of High Speed Train Based on Capsule Network.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Multi-Objective Particle Swarm optimization Algorithm Based on Angle Preference and Three-Archive Sets.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

RFMC: A Rough Fuzzy Multi-view Clustering Approach.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Object Scale Selection of Hierarchical Image Segmentation Using Reliable Regions.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

SE-GAN: A Swap Ensemble GAN Framework.
Proceedings of the International Joint Conference on Neural Networks, 2019

An LSTM based Encoder-Decoder Model for MultiStep Traffic Flow Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2019

Spectral Perturbation Meets Incomplete Multi-view Data.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learning with Noisy Labels for Sentence-level Sentiment Classification.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

TW-Co-MFC: Two-Level Weighted Collaborative Multi-view Fuzzy Clustering Based on Maximum Entropy.
Proceedings of the Seventh International Conference on Advanced Cloud and Big Data, 2019

Deep Neural Networks with Broad Views for Parkinson's Disease Screening.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Forward and Backward Knowledge Transfer for Sentiment Classification.
Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018
Parallel Semi-Supervised Multi-Ant Colonies Clustering Ensemble Based on MapReduce Methodology.
IEEE Trans. Cloud Comput., 2018

Multi-view clustering: A survey.
Big Data Min. Anal., 2018

DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multi-view Construction for Clustering Based on Feature set Partitioning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Optimization Based on Taxi Carpooling Preferences and Pricing.
Proceedings of the 14th International Conference on Natural Computation, 2018

Web Video Clustering Based on Emotion Category.
Proceedings of the International Conference on Big Data Engineering and Technology, 2018

Precise stipend of undergraduates based on multi-view and classification ensemble.
Proceedings of ACM Turing Celebration Conference - China, 2018

2017
A Novel Steering System for a Space-Saving 4WS4WD Electric Vehicle: Design, Modeling, and Road Tests.
IEEE Trans. Intell. Transp. Syst., 2017

Model of input impedance of a circular-loop antenna.
Telecommun. Syst., 2017

Incremental fuzzy cluster ensemble learning based on rough set theory.
Knowl. Based Syst., 2017

一种基于非负矩阵分解的聚类集成算法 (NMF-Based Clustering Ensemble Algorithm).
计算机科学, 2017

一种改进的多视图聚类集成算法 (Improved Multi-view Clustering Ensemble Algorithm).
计算机科学, 2017

Multi-view Clustering Algorithm Based on Variable Weight and MKL.
Proceedings of the Rough Sets - International Joint Conference, 2017

An Overlapping Clustering Approach with Correlation Weight.
Proceedings of the Rough Sets - International Joint Conference, 2017

Temporal Prediction Model for Social Information Propagation.
Proceedings of the Rough Sets - International Joint Conference, 2017

Traffic flow forecasting based on hybrid deep learning framework.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

2016
A Modified Ant Colony Optimization Algorithm for Network Coding Resource Minimization.
IEEE Trans. Evol. Comput., 2016

Constraint Co-Projections for Semi-Supervised Co-Clustering.
IEEE Trans. Cybern., 2016

Region Based Exemplar References for Image Segmentation Evaluation.
IEEE Signal Process. Lett., 2016

基于EDBN-SVM的高速列车故障分析 (Fault Analysis of High Speed Train Based on EDBN-SVM).
计算机科学, 2016

云计算平台中面向车联网应用的能耗感知调度算法 (Energy-aware Scheduling Algorithm for Internet of Vehicles on Cloud Platform).
计算机科学, 2016

Semi-supervised hierarchical clustering ensemble and its application.
Neurocomputing, 2016

Learning Latent Features for Multi-view Clustering Based on NMF.
Proceedings of the Rough Sets - International Joint Conference, 2016

On Minimizing Network Coding Resource: A Modified Particle Swarm Optimization Approach.
Proceedings of the 12th International Conference on Mobile Ad-Hoc and Sensor Networks, 2016

Fault analysis of High Speed Train with DBN hierarchical ensemble.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

An Interactive Segmentation Algorithm for Thyroid Nodules in Ultrasound Images.
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Multi-view Clustering via Concept Factorization with Local Manifold Regularization.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015
An Improved MOEA/D for QoS Oriented Multimedia Multicasting with Network Coding.
EAI Endorsed Trans. Security Safety, 2015

Semi-supervised evolutionary ensembles for Web video categorization.
Knowl. Based Syst., 2015

Spectral co-clustering ensemble.
Knowl. Based Syst., 2015

聚类集成时机的确定 (Occasion Determination of Clustering Ensemble).
计算机科学, 2015

基于TI-RADS的甲状腺结节超声图像特征提取技术研究 (Thyroid Nodule Ultrasound Image Feature Extraction Technique Based on TI-RADS).
计算机科学, 2015

Clustering Algorithm Based on Fruit Fly Optimization.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Entity Recognition and Linking in Chinese Search Queries.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Research on Open Domain Question Answering System.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Deep Belief Networks Oriented Clustering.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Fuzzy Spectral Partition Ensemble Based on Occasion.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Study on the Cruise Control of in-wheel motor based on the omni-directional steering vehicle.
Proceedings of the IEEE International Conference on Information and Automation, 2015

2014
Constraint Neighborhood Projections for Semi-Supervised Clustering.
IEEE Trans. Cybern., 2014

Bayesian image segmentation fusion.
Knowl. Based Syst., 2014

Hyper-ellipsoidal clustering technique for evolving data stream.
Knowl. Based Syst., 2014

Learning features from High Speed Train vibration signals with Deep Belief Networks.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Clustering Ensemble and Application in HST Dataset.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013
An Improved Cop-Kmeans Clustering for Solving Constraint Violation Based on MapReduce Framework.
Fundam. Informaticae, 2013

A Fuzzy Rough Set Approach for Incrementally Updating Approximations in Hybrid Information Systems.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Soft-Voting Clustering Ensemble.
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

Semi-supervised Clustering Ensemble for Web Video Categorization.
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

Selective Clustering Ensemble Based on Covariance.
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

Semi-supervised Clustering Ensemble Evolved by Genetic Algorithm for Web Video Categorization.
Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012
A low distortion image enhancement scheme based on multi-resolutions analysis in next generation network.
Multim. Tools Appl., 2012

Consensus clustering based on constrained self-organizing map and improved Cop-Kmeans ensemble in intelligent decision support systems.
Knowl. Based Syst., 2012

Parallel Implementation of Ant-Based Clustering Algorithm Based on Hadoop.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

Semi-supervised Clustering Ensemble Based on Collaborative Training.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Semi-supervised Clustering Ensemble Based on Multi-ant Colonies Algorithm.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Semi-supervised Hierarchical Co-clustering.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Microblog Topic Detection Based on LDA Model and Single-Pass Clustering.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Exemplars-Constraints for Semi-supervised Clustering.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011
Self-stabilizing flocking of a group of mobile robots with memory corruption.
Wirel. Commun. Mob. Comput., 2011

Interpolation-Based Direction-Adaptive Lifting DWT and Modified SPIHT for Image Compression in Multimedia Communications.
IEEE Syst. J., 2011

Fault-tolerant flocking for a group of autonomous mobile robots.
J. Syst. Softw., 2011

Neighborhood Rough Sets Based Matrix Approach for Calculation of the Approximations.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

A Modified Cop-Kmeans Algorithm Based on Sequenced Cannot-Link Set.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

2010
A Survey on Decentralized Flocking Schemes for a Set of Autonomous Mobile Robots (Invited Paper).
J. Commun., 2010

A tradeoff analysis of delayed reconstruction for storage clusters.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010

Performance Evaluation of an Optimized Load Allocation Approach for Web Server Clusters.
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010

A Survey on Multimedia Communicating Technology Based on Spatial Audio Coding.
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010

2009
Minimizing Power Consumption with Performance Efficiency Constraint in Web Server Clusters.
Proceedings of the NBiS 2009, 2009

Self-stabilized Flocking of a Group of Mobile Robots under Memory Corruption.
Proceedings of the NBiS 2009, 2009

Energy-Efficient Computation Models for Distributed Systems.
Proceedings of the NBiS 2009, 2009

A Survey on Fault-Tolerance in Distributed Network Systems.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Fault-Tolerant Flocking of Mobile Robots with Whole Formation Rotation.
Proceedings of the IEEE 23rd International Conference on Advanced Information Networking and Applications, 2009

2008
A novel numerical algorithm based on self-tuning controller to support TCP flows.
Math. Comput. Simul., 2008

Fault-Tolerant Flocking in a k-Bounded Asynchronous System.
Proceedings of the Principles of Distributed Systems, 12th International Conference, 2008

Fast and efficient formation flocking for a group of autonomous mobile robots.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

A Distributed Neural Network Control Approach for Multicast Services.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

A Decentralized and Adaptive Flocking Algorithm for Autonomous Mobile Robots.
Proceedings of the Workshops at the Grid and Pervasive Computing Conference, 2008

2007
Comparative Analysis of QoS and Memory Usage of Adaptive Failure Detectors.
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2007), 2007

2006
Clustering Ensemble Using ANT and ART.
Proceedings of the Swarm Intelligence in Data Mining, 2006

An aggregated clustering approach using multi-ant colonies algorithms.
Pattern Recognit., 2006

A Self-tuning Reliable Dynamic Scheme for Multicast Flow Control.
Proceedings of the Ubiquitous Intelligence and Computing, Third International Conference, 2006

Design and Analysis of a Self-Tuning Proportional and Integral Controller for Active Queue Management Routers to Support TCP Flows.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

ART-based Clustering Aggregation.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

On designing QoS for congestion control service using neural network predictive techniques.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

A Self-Tuning Multicast Flow Control Scheme Based on Autonomic Technology.
Proceedings of the Second International Symposium on Dependable Autonomic and Secure Computing (DASC 2006), 29 September, 2006

On the Quality of Service of Failure Detectors Based on Control Theory.
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005
PID-RPR: A High Performance Bandwidth Allocation Approach for RPR Networks.
IEICE Trans. Commun., 2005

On control gain selection in dynamic-RED.
IEEE Commun. Lett., 2005

Scalable parameter tuning for AVQ.
IEEE Commun. Lett., 2005

A consolidation algorithm for multicast service using proportional control and neural network predictive techniques.
Comput. Commun., 2005

LRC-RED: A Self-tuning Robust and Adaptive AQM Scheme.
Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005

A Resource-Based Server Performance Control for Grid Computing Systems.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2005

Ant-Based Document Clustering and Visualization.
Proceedings of the Artificial Intelligence Applications and Innovations - IFIP TC12 WG12.5, 2005

A Single-Pass Online Data Mining Algorithm Combined with Control Theory with Limited Memory in Dynamic Data Streams.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005

Topic Discovery from Document Using Ant-Based Clustering Combination.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

On Designing a Novel PI Controller for AQM Routers Supporting TCP Flows.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004
Data Transmission Rate Control in Computer Networks Using Neural Predictive Networks.
Proceedings of the Parallel and Distributed Processing and Applications, 2004

A Resource-Based Admission Control Algorithm for Grid Computing Systems.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004

2003
Clustering ensemble using swarm intelligence.
Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003


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