Yuxiao Huang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 38

Top Topics

Vehicle Routing

Community Detection

Generative Model

Top Venues

Publications

Sheng-Hao Wu, Yuxiao Huang, Xingyu Wu, Liang Feng, Zhi-Hui Zhan, Kay Chen Tan
Learning to Transfer for Evolutionary Multitasking. CoRR (2024)
Xingyu Wu, Yan Zhong, Jibin Wu, Yuxiao Huang, Sheng-Hao Wu, Kay Chen Tan
Unlock the Power of Algorithm Features: A Generalization Analysis for Algorithm Selection. CoRR (2024)
Yuhao Zhang, Lu Tang, Yuxiao Huang, Yan Ma
Smart data augmentation: One equation is all you need. Stat. Anal. Data Min. 17 (2) (2024)
Jingpu Yang, Zehua Han, Mengyu Xiang, Helin Wang, Yuxiao Huang, Miao Fang
Asynchronous and Segmented Bidirectional Encoding for NMT. CoRR (2024)
Yuxiao Huang, Sheng-Hao Wu, Wenjie Zhang, Jibin Wu, Liang Feng, Kay Chen Tan
Towards Next Era of Multi-objective Optimization: Large Language Models as Architects of Evolutionary Operators. CoRR (2024)
Dongxiao He, Jitao Zhao, Cuiying Huo, Yongqi Huang, Yuxiao Huang, Zhiyong Feng
A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning. AAAI (2024)
Yuxiao Huang, Wenjie Zhang, Liang Feng, Xingyu Wu, Kay Chen Tan
How Multimodal Integration Boost the Performance of LLM for Optimization: Case Study on Capacitated Vehicle Routing Problems. CoRR (2024)
Dongxiao He, Jitao Zhao, Rui Guo, Zhiyong Feng, Di Jin, Yuxiao Huang, Zhen Wang, Weixiong Zhang
Contrastive Learning Meets Homophily: Two Birds with One Stone. ICML (2023)
Di Jin, Jiayi Shi, Rui Wang, Yawen Li, Yuxiao Huang, Yu-Bin Yang
Trafformer: Unify Time and Space in Traffic Prediction. AAAI (2023)
Di Jin, Rui Wang, Tao Wang, Dongxiao He, Weiping Ding, Yuxiao Huang, Longbiao Wang, Witold Pedrycz
Amer: A New Attribute-Missing Network Embedding Approach. IEEE Trans. Cybern. 53 (7) (2023)
Jingpu Yang, Qirui Zhao, Helin Wang, Yuxiao Huang, Zirui Song, Miao Fang
Optimistic and Pessimistic Actor in RL: Decoupling Exploration and Utilization. CoRR (2023)
Di Jin, Zhiqiang Wang, Cuiying Huo, Zhizhi Yu, Dongxiao He, Yuxiao Huang
Local-Global Fusion Augmented Graph Contrastive Learning Based on Generative Models. KSEM (4) (2023)
Dongxiao He, Tao Wang, Lu Zhai, Di Jin, Liang Yang, Yuxiao Huang, Zhiyong Feng, Philip S. Yu
Adversarial Representation Mechanism Learning for Network Embedding. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Yuxiao Huang, Liang Feng, Min Li, Yu Wang, Zexuan Zhu, Kay Chen Tan
Fast Vehicle Routing via Knowledge Transfer in a Reproducing Kernel Hilbert Space. IEEE Trans. Syst. Man Cybern. Syst. 53 (9) (2023)
Dongxiao He, Huixin Liu, Zhiyong Feng, Xiaobao Wang, Di Jin, Wenze Song, Yuxiao Huang
A Joint Community Detection Model: Integrating Directed and Undirected Probabilistic Graphical Models via Factor Graph With Attention Mechanism. IEEE Trans. Big Data 8 (4) (2022)
Ruiguo Yu, Yuan Tian, Jie Gao, Zhiqiang Liu, Xi Wei, Han Jiang, Yuxiao Huang, Xuewei Li
Feature discretization-based deep clustering for thyroid ultrasound image feature extraction. Comput. Biol. Medicine 146 (2022)
Liang Feng, Yuxiao Huang, Ivor W. Tsang, Abhishek Gupta, Ke Tang, Kay Chen Tan, Yew-Soon Ong
Towards Faster Vehicle Routing by Transferring Knowledge From Customer Representation. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Qingxia Shang, Yuxiao Huang, Yu Wang, Min Li, Liang Feng
Solving vehicle routing problem by memetic search with evolutionary multitasking. Memetic Comput. 14 (1) (2022)
Yuxiao Huang, Kara G. Fields, Yan Ma
A tutorial on generative adversarial networks with application to classification of imbalanced data. Stat. Anal. Data Min. 15 (5) (2022)
Yuxiao Huang, Yan Ma
CIGAN: A Python Package for Handling Class Imbalance using Generative Adversarial Networks. CoRR (2022)
Di Jin, Yingli Gong, Zhiqiang Wang, Zhizhi Yu, Dongxiao He, Yuxiao Huang, Wenjun Wang
Graph Neural Network for Higher-Order Dependency Networks. WWW (2022)
Dongxiao He, Rui Guo, Xiaobao Wang, Di Jin, Yuxiao Huang, Wenjun Wang
Inflation Improves Graph Neural Networks. WWW (2022)
Qingxia Shang, Yuxiao Huang, Junwei Dong, Yaqing Hou, Yu Wang, Min Li, Liang Feng
Multi-space evolutionary search with dynamic resource allocation strategy for large-scale optimization. Neural Comput. Appl. 34 (10) (2022)
Yuxiao Huang, Liang Feng, Alex Kai Qin, Meng Chen, Kay Chen Tan
Toward Large-Scale Evolutionary Multitasking: A GPU-Based Paradigm. IEEE Trans. Evol. Comput. 26 (3) (2022)
Dongxiao He, Yanli Wu, Youyou Wang, Zhizhi Yu, Zhiyong Feng, Xiaobao Wang, Yuxiao Huang
Identification of Communities With Multi-Semantics via Bayesian Generative Model. IEEE Trans. Big Data 8 (4) (2022)
Tao Wang, Di Jin, Rui Wang, Dongxiao He, Yuxiao Huang
Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily. AAAI (2022)
Dongxiao He, Youyou Wang, Jinxin Cao, Weiping Ding, Shizhan Chen, Zhiyong Feng, Bo Wang, Yuxiao Huang
A network embedding-enhanced Bayesian model for generalized community detection in complex networks. Inf. Sci. 575 (2021)
Xia Chen, Yuxiao Huang, Wei Zhou, Liang Feng
Evolutionary Multitasking via Artificial Neural Networks. SMC (2021)
Liang Feng, Yuxiao Huang, Lei Zhou, Jinghui Zhong, Abhishek Gupta, Ke Tang, Kay Chen Tan
Explicit Evolutionary Multitasking for Combinatorial Optimization: A Case Study on Capacitated Vehicle Routing Problem. IEEE Trans. Cybern. 51 (6) (2021)
Tao Wang, Rui Wang, Di Jin, Dongxiao He, Yuxiao Huang
Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily. CoRR (2021)
Kuntharrgyal Khysru, Di Jin, Yuxiao Huang, Hui Feng, Jianwu Dang
A Tibetan Language Model That Considers the Relationship Between Suffixes and Functional Words. IEEE Signal Process. Lett. 28 (2021)
Dongxiao He, Shuai Li, Di Jin, Pengfei Jiao, Yuxiao Huang
Self-Guided Community Detection on Networks with Missing Edges. IJCAI (2021)
Yuxiao Huang
Improving Classification Accuracy by Mining Deterministic and Frequent Rules. FLAIRS Conference (2020)
Dongxiao He, Lu Zhai, Zhigang Li, Di Jin, Liang Yang, Yuxiao Huang, Philip S. Yu
Adversarial Mutual Information Learning for Network Embedding. IJCAI (2020)
Hongyu Shan, Di Jin, Pengfei Jiao, Ziyang Liu, Bingyi Li, Yuxiao Huang
NF-VGA: Incorporating Normalizing Flows into Graph Variational Autoencoder for Embedding Attribute Networks. ICDM (2020)
Dongxiao He, Wenze Song, Di Jin, Zhiyong Feng, Yuxiao Huang
An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph. IJCAI (2019)
Di Jin, Jiantao Huang, Pengfei Jiao, Liang Yang, Dongxiao He, Françoise Fogelman-Soulié, Yuxiao Huang
A Novel Generative Topic Embedding Model by Introducing Network Communities. WWW (2019)
Christopher A. Merck, Christina Maher, Mark Mirtchouk, Min Zheng, Yuxiao Huang, Samantha Kleinberg
Multimodality sensing for eating recognition. PervasiveHealth (2016)
Shah Atiqur Rahman, Christopher A. Merck, Yuxiao Huang, Samantha Kleinberg
Unintrusive eating recognition using Google Glass. PervasiveHealth (2015)
Yuxiao Huang, Samantha Kleinberg
Fast and Accurate Causal Inference from Time Series Data. FLAIRS Conference (2015)
Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Nathaniel Heintzman, Samantha Kleinberg
Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data. J. Biomed. Informatics 58 (2015)
Xuewu Liu, Yuxiao Huang, Jiao Liang, Shuai Zhang, Yinghui Li, Jun Wang, Yan Shen, Zhikai Xu, Ya Zhao
Computational prediction of protein interactions related to the invasion of erythrocytes by malarial parasites. BMC Bioinform. 15 (2014)
Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Samantha Kleinberg
Imputation of Missing Values in Time Series with Lagged Correlations. ICDM Workshops (2014)
Dongxiao He, Jie Liu, Bo Yang, Yuxiao Huang, Dayou Liu, Di Jin
An Ant-Based Algorithm with Local Optimization for Community Detection in Large-Scale Networks CoRR (2013)
Dayou Liu, Yuxiao Huang, Qiangyuan Yu, Juan Chen, Haiyang Jia
A search problem in complex diagnostic Bayesian networks. Knowl. Based Syst. 30 (2012)
Dongxiao He, Jie Liu, Bo Yang, Yuxiao Huang, Dayou Liu, Di Jin
An Ant-Based Algorithm with Local Optimization for Community Detection in Large-Scale Networks. Adv. Complex Syst. 15 (8) (2012)
Juan Chen, Haiyang Jia, Yuxiao Huang, Dayou Liu
Learning the structure of Dynamic Bayesian Network with domain knowledge. ICMLC (2012)
Yuxiao Huang, Haiyang Jia, Yungang Zhu, Dayou Liu
A factor graph inference algorithm for diagnostic Bayesian networks. ICNC (2011)