Yangdong Ye

Orcid: 0000-0001-7027-8313

According to our database1, Yangdong Ye authored at least 128 papers between 2004 and 2025.

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Bibliography

2025
Meta-collaboration-based semantic contrast for inductive knowledge representation learning.
Expert Syst. Appl., 2025

2024
Cross-Modal Clustering With Deep Correlated Information Bottleneck Method.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

A Survey on Information Bottleneck.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

Multiview Clustering With Propagating Information Bottleneck.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Multitask Image Clustering via Deep Information Bottleneck.
IEEE Trans. Cybern., March, 2024

Graph gating-mixer for sequential recommendation.
Expert Syst. Appl., March, 2024

ConGMC: Consistency-Guided Multimodal Clustering via Mutual Information Maximin.
IEEE Trans. Multim., 2024

Contrastive cross-modal clustering with twin network.
Pattern Recognit., 2024

Differentiable self-supervised clustering with intrinsic interpretability.
Neural Networks, 2024

Group-aware graph neural networks for sequential recommendation.
Inf. Sci., 2024

Memory-aware continual learning with multi-modal social media streams for unsupervised disaster classification.
Adv. Eng. Informatics, 2024

Learning Dual Enhanced Representation for Contrastive Multi-view Clustering.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Self-supervised Weighted Information Bottleneck for Multi-view Clustering.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Differentiable Information Bottleneck for Deterministic Multi-View Clustering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Learning from the Future for Sequential Recommendation.
Proceedings of the ACM Turing Award Celebration Conference 2024, 2024

Live and Learn: Continual Action Clustering with Incremental Views.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
GCRec: Graph-Augmented Capsule Network for Next-Item Recommendation.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Graph-Augmented Social Translation Model for Next-Item Recommendation.
IEEE Trans. Ind. Informatics, November, 2023

A Bottleneck Network with Light Attention for Multimodal Clustering.
Knowl. Based Syst., November, 2023

Graph-coupled time interval network for sequential recommendation.
Inf. Sci., November, 2023

Deep purified feature mining model for joint named entity recognition and relation extraction.
Inf. Process. Manag., November, 2023

Mutual Boost Network for attributed graph clustering.
Expert Syst. Appl., November, 2023

Graph attentive matrix factorization for social recommendation.
Expert Syst. J. Knowl. Eng., November, 2023

Self-supervised temporal autoencoder for egocentric action segmentation.
Eng. Appl. Artif. Intell., November, 2023

Graph-Augmented Co-Attention Model for Socio-Sequential Recommendation.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Attentive Adversarial Collaborative Filtering.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Joint contrastive triple-learning for deep multi-view clustering.
Inf. Process. Manag., May, 2023

Learning From the Future: Light Cone Modeling for Sequential Recommendation.
IEEE Trans. Cybern., 2023

GOGCN: Graph Convolutional Network on Gene Ontology for Functional Similarity Analysis of Genes.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Multi-view graph neural network with cascaded attention for lncRNA-miRNA interaction prediction.
Knowl. Based Syst., 2023

Learning knowledge graph embedding with a dual-attention embedding network.
Expert Syst. Appl., 2023

Modeling Product's Visual and Functional Characteristics for Recommender Systems (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
Dynamic Scenes Dataset.
Dataset, May, 2022

Modeling Product's Visual and Functional Characteristics for Recommender Systems.
IEEE Trans. Knowl. Data Eng., 2022

View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering?
IEEE Trans. Image Process., 2022

DMIB: Dual-Correlated Multivariate Information Bottleneck for Multiview Clustering.
IEEE Trans. Cybern., 2022

Gating augmented capsule network for sequential recommendation.
Knowl. Based Syst., 2022

Efficient complementary graph convolutional network without negative sampling for item recommendation.
Knowl. Based Syst., 2022

Explanation guided cross-modal social image clustering.
Inf. Sci., 2022

Sequential graph collaborative filtering.
Inf. Sci., 2022

EAGCN: An Efficient Adaptive Graph Convolutional Network for Item Recommendation in Social Internet of Things.
IEEE Internet Things J., 2022

Deep correlation mining for multi-task image clustering.
Expert Syst. Appl., 2022

A novel gene functional similarity calculation model by utilizing the specificity of terms and relationships in gene ontology.
BMC Bioinform., 2022

MHADTI: predicting drug-target interactions via multiview heterogeneous information network embedding with hierarchical attention mechanisms.
Briefings Bioinform., 2022

A Parameter-free Multi-view Information Bottleneck Clustering Method by Cross-view Weighting.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Novel Method for Constructing Knowledge Graph of Railway Safety Risk.
Proceedings of the 6th International Conference on Computer Science and Application Engineering, 2022

Crowd Counting Using Scale Enhanced Network with Dual Attention Booster.
Proceedings of the 5th International Conference on Algorithms, 2022

2021
Multi-Task Image Clustering through Correlation Propagation.
IEEE Trans. Knowl. Data Eng., 2021

Semantic Loop Closure Detection With Instance-Level Inconsistency Removal in Dynamic Industrial Scenes.
IEEE Trans. Ind. Informatics, 2021

Learning a deep network with cross-hierarchy aggregation for crowd counting.
Knowl. Based Syst., 2021

Deep multi-view learning methods: A review.
Neurocomputing, 2021

Neural guided visual slam system with Laplacian of Gaussian operator.
IET Comput. Vis., 2021

Multi-view content-context information bottleneck for image clustering.
Expert Syst. Appl., 2021

Interactive information bottleneck for high-dimensional co-occurrence data clustering.
Appl. Soft Comput., 2021

Deep Mutual Information Maximin for Cross-Modal Clustering.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view Human Action Categorization.
ACM Trans. Knowl. Discov. Data, 2020

CMIB: Unsupervised Image Object Categorization in Multiple Visual Contexts.
IEEE Trans. Ind. Informatics, 2020

ATM: An Attentive Translation Model for Next-Item Recommendation.
IEEE Trans. Ind. Informatics, 2020

A Joint Symbol-Detection, Channel-Estimation and Decoding Scheme under Few-Bit ADCs in mmWave Communications.
Sensors, 2020

Dynamic auto-weighted multi-view co-clustering.
Pattern Recognit., 2020

Multi-granularity environment perception based on octree occupancy grid.
Multim. Tools Appl., 2020

BSPR: Basket-sensitive personalized ranking for product recommendation.
Inf. Sci., 2020

Joint specific and correlated information exploration for multi-view action clustering.
Inf. Sci., 2020

Synergetic information bottleneck for joint multi-view and ensemble clustering.
Inf. Fusion, 2020

Aspect terms grouping via fusing concepts and context information.
Inf. Fusion, 2020

DSPNet: Deep scale purifier network for dense crowd counting.
Expert Syst. Appl., 2020

An Information Maximization Multi-task Clustering Method for egocentric temporal segmentation.
Appl. Soft Comput., 2020

Heterogeneous Dual-Task Clustering with Visual-Textual Information.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Content Vs Context: How About "Walking Hand-In-Hand" For Image Clustering?
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

SWE: a novel method with semantic-weighted edge for measuring gene functional similarity.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
A fast two-objective differential evolution for the two-objective coverage problem of WSNs.
Memetic Comput., 2019

Visual appearance or functional complementarity: Which aspect affects your decision making?
Inf. Sci., 2019

APL: Adversarial Pairwise Learning for Recommender Systems.
Expert Syst. Appl., 2019

Loop Closure Detection Via Maximization of Mutual Information.
IEEE Access, 2019

Shared-Private Information Bottleneck Method for Cross-Modal Clustering.
IEEE Access, 2019

2018
Collective Density Clustering for Coherent Motion Detection.
IEEE Trans. Multim., 2018

Multiscale Multitask Deep NetVLAD for Crowd Counting.
IEEE Trans. Ind. Informatics, 2018

基于卷积特征的非平衡人群密度估计方法 (Unbalanced Crowd Density Estimation Based on Convolutional Features).
计算机科学, 2018

Crowd Counting With Deep Negative Correlation Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Empirical study of symbolic aggregate approximation for time series classification.
Intell. Data Anal., 2017

Multi-task Clustering of Human Actions by Sharing Information.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Rank-based pooling for deep convolutional neural networks.
Neural Networks, 2016

Robust natural image segmentation by using spatially constrained multivariate mixed Student's t-distribution and TV flow edge.
J. Vis. Commun. Image Represent., 2016

一种面向非平衡数据的多簇IB算法 (Multi-clusters IB Algorithm for Imbalanced Data Set).
计算机科学, 2016

Representation Learning with Deconvolution for Multivariate Time Series Classification and Visualization.
CoRR, 2016

Unsupervised Human Action Categorization with Consensus Information Bottleneck Method.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015
Incorporating side information into multivariate Information Bottleneck for generating alternative clusterings.
Pattern Recognit. Lett., 2015

Unsupervised video categorization based on multivariate information bottleneck method.
Knowl. Based Syst., 2015

一种基于TF-HBPN的复杂系统行为分析方法 (Method of Behavior Analysis for Complex System Based on Hierarchical Bayesian Petri Net with Time Factor).
计算机科学, 2015

miSFM: On combination of Mutual Information and Social Force Model towards simulating crowd evacuation.
Neurocomputing, 2015

Instance-based ensemble pruning for imbalanced learning.
Intell. Data Anal., 2015

Collective Crowd Formation Transform with Mutual Information-Based Runtime Feedback.
Comput. Graph. Forum, 2015

Coherent Motion Detection with Collective Density Clustering.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Empirical studies on Symbolic Aggregation approximation under statistical perspectives for knowledge discovery in time series.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Transformer Fault Diagnosis Algorithm Based on Entropy-Weighting Information Bottleneck Method.
Proceedings of the 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2015

2014
AA-FVDM: An accident-avoidance full velocity difference model for animating realistic street-level traffic in rural scenes.
Comput. Animat. Virtual Worlds, 2014

Analysis of real-time system conflict based on fuzzy time Petri nets.
J. Intell. Fuzzy Syst., 2014

A Combination Weighting Algorithm using Relative Entropy for Document Clustering.
Int. J. Pattern Recognit. Artif. Intell., 2014

Dynamic threshold model based probabilistic latent semantic analysis.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

2013
Character Behavior Planning and Visual Simulation in Virtual 3D Space.
IEEE Multim., 2013

Mutual information evaluation: A way to predict the performance of feature weighting on clustering.
Intell. Data Anal., 2013

The Multi-Feature Information Bottleneck with Application to Unsupervised Image Categorization.
Proceedings of the IJCAI 2013, 2013

2012
Inverse matrix-free incremental proximal support vector machine.
Decis. Support Syst., 2012

Information Bottleneck with Local Consistency.
Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Smooth and efficient crowd transformation.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

PPN: A probabilistic model for fault detection and diagnosis.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Fault diagnosis via fuzzy time analysis.
Proceedings of the FUZZ-IEEE 2012, 2012

Parallel proximal support vector machine for high-dimensional pattern classification.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Iterative sIB algorithm.
Pattern Recognit. Lett., 2011

Using local density information to improve IB algorithms.
Pattern Recognit. Lett., 2011

Image segmentation via IB method.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Developing a feature weight self-adjustment mechanism for the CD-sIB algorithm.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Transfer active learning.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Moving-Target Pursuit Algorithm Using Improved Tracking Strategy.
IEEE Trans. Comput. Intell. AI Games, 2010

Unsupervised object category discovery via information bottleneck method.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

2008
The Density-Based Agglomerative Information Bottleneck.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Approach of Train Group Operation Conflict Prevention Reasoning Based on Fuzzy Time Petri Nets.
Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008

The Density Connectivity Information Bottleneck.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

2007
Uncertain Temporal Knowledge Reasoning of Train Group Operation Based on Extended Fuzzy-Timing Petri Nets.
Proceedings of the Fuzzy Information and Engineering, 2007

2006
Determine the Optimal Parameter for Information Bottleneck Method.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

A multi-agent model of railway intelligent safety guarantee system.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

Abnormal Behavior Detection for Early Warning of Terrorist Attack.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Finding the Optimal Cardinality Value for Information Bottleneck Method.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Research on Software Requirement Analysis Method Based on Five-Key Elements Arrange.
Proceedings of the International Conference on Software Engineering Research and Practice, 2005

A Study of Train Group Operation Multi-agent Model Oriented to RITS.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Research on train group operation model in RITS.
Proceedings of the 2005 International Symposium on Autonomous Decentralized Systems, 2005

Analysis of Temporal Uncertainty of Trains Converging Based on Fuzzy Time Petri Nets.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004
Predictive Analysis Method Based on Railway Ticket Data Warehouse.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004


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