Yuxiao Huang

Orcid: 0000-0002-1521-2757

According to our database¹, Yuxiao Huang authored at least 51 papers between 2011 and 2025.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2025

A multi-stage competitive swarm optimization algorithm for solving large-scale multi-objective optimization problems.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

2024

Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., October, 2024

Smart data augmentation: One equation is all you need.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., April, 2024

Advancing Automated Knowledge Transfer in Evolutionary Multitasking via Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Learning to Transfer for Evolutionary Multitasking.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Next Era of Multi-objective Optimization: Large Language Models as Architects of Evolutionary Operators.

[BibT_eX]

[DOI]

CoRR, 2024

Unlock the Power of Algorithm Features: A Generalization Analysis for Algorithm Selection.

[BibT_eX]

[DOI]

CoRR, 2024

How Multimodal Integration Boost the Performance of LLM for Optimization: Case Study on Capacitated Vehicle Routing Problems.

[BibT_eX]

[DOI]

CoRR, 2024

Asynchronous and Segmented Bidirectional Encoding for NMT.

[BibT_eX]

[DOI]

CoRR, 2024

LG-GNN: Local-Global Adaptive Graph Neural Network for Modeling Both Homophily and Heterophily.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Fast Vehicle Routing via Knowledge Transfer in a Reproducing Kernel Hilbert Space.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., September, 2023

Adversarial Representation Mechanism Learning for Network Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Amer: A New Attribute-Missing Network Embedding Approach.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2023

Optimistic and Pessimistic Actor in RL: Decoupling Exploration and Utilization.

[BibT_eX]

[DOI]

CoRR, 2023

Local-Global Fusion Augmented Graph Contrastive Learning Based on Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2023

Contrastive Learning Meets Homophily: Two Birds with One Stone.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Trafformer: Unify Time and Space in Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Towards Faster Vehicle Routing by Transferring Knowledge From Customer Representation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Toward Large-Scale Evolutionary Multitasking: A GPU-Based Paradigm.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

Identification of Communities With Multi-Semantics via Bayesian Generative Model.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

A Joint Community Detection Model: Integrating Directed and Undirected Probabilistic Graphical Models via Factor Graph With Attention Mechanism.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

A tutorial on generative adversarial networks with application to classification of imbalanced data.

[BibT_eX]

[DOI]

Yuxiao Huang

Kara G. Fields

Yan Ma

Stat. Anal. Data Min., 2022

Multi-space evolutionary search with dynamic resource allocation strategy for large-scale optimization.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Solving vehicle routing problem by memetic search with evolutionary multitasking.

[BibT_eX]

[DOI]

Memetic Comput., 2022

CIGAN: A Python Package for Handling Class Imbalance using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Yuxiao Huang

Yan Ma

CoRR, 2022

Feature discretization-based deep clustering for thyroid ultrasound image feature extraction.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

Graph Neural Network for Higher-Order Dependency Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Inflation Improves Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Explicit Evolutionary Multitasking for Combinatorial Optimization: A Case Study on Capacitated Vehicle Routing Problem.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

A Tibetan Language Model That Considers the Relationship Between Suffixes and Functional Words.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

A network embedding-enhanced Bayesian model for generalized community detection in complex networks.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily.

[BibT_eX]

[DOI]

CoRR, 2021

Evolutionary Multitasking via Artificial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Self-Guided Community Detection on Networks with Missing Edges.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Adversarial Mutual Information Learning for Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

NF-VGA: Incorporating Normalizing Flows into Graph Variational Autoencoder for Embedding Attribute Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Improving Classification Accuracy by Mining Deterministic and Frequent Rules.

[BibT_eX]

[DOI]

Yuxiao Huang

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019

A Novel Generative Topic Embedding Model by Introducing Network Communities.

[BibT_eX]

[DOI]

Françoise Fogelman-Soulié

Yuxiao Huang

Proceedings of the World Wide Web Conference, 2019

An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2016

Multimodality sensing for eating recognition.

[BibT_eX]

[DOI]

Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016

2015

Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2015

Unintrusive eating recognition using Google Glass.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Fast and Accurate Causal Inference from Time Series Data.

[BibT_eX]

[DOI]

Yuxiao Huang

Samantha Kleinberg

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014

Computational prediction of protein interactions related to the invasion of erythrocytes by malarial parasites.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

Imputation of Missing Values in Time Series with Lagged Correlations.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2012

A search problem in complex diagnostic Bayesian networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2012

An Ant-Based Algorithm with Local Optimization for Community Detection in Large-Scale Networks.

[BibT_eX]

[DOI]

Adv. Complex Syst., 2012

Learning the structure of Dynamic Bayesian Network with domain knowledge.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

2011

A factor graph inference algorithm for diagnostic Bayesian networks.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Natural Computation, 2011

Yuxiao Huang

Timeline

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