Yuxiao Huang

63 papers A* 14B 1Misc 4Journal 39Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous Multiobjective Optimization Using Large Language Model.
IEEE Trans. Evol. Comput.
Yuxiao Huang, Shenghao Wu, Wenjie Zhang, Jibin Wu, Liang Feng, Kay Chen Tan
2026 A* conf
Topology-Aware Feature Sorting Enables Universal Modeling on Homophilic and Heterophilic Graphs.
WWW
Yi Wang, Jitao Zhao, Dongxiao He, Jia Li, Yuxiao Huang, Zhiyong Feng
2025 J jnl
A multi-stage competitive swarm optimization algorithm for solving large-scale multi-objective optimization problems.
Expert Syst. Appl.
Qingxia Shang, Minzhong Tan, Rong Hu, Yuxiao Huang, Bin Qian, Liang Feng
2025 J jnl
AMVFNet: Attentive Multi-View Fusion Network for 3D Object Detection.
ACM Trans. Multim. Comput. Commun. Appl.
Yuxiao Huang, Zhicong Huang, Jingwen Zhao, Haifeng Hu, Dihu Chen
2025 — conf
Adaptive Evolutionary Multitasking with Pyramid Matching Kernel Strategy for Solving the Green Two-Echelon Vehicle Routing Problem.
ICIC (13)
Nannan Zuo, Rong Hu, Qingxia Shang, Yuxiao Huang, Bin Qian
2025 A* conf
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling.
AAAI
Yongqi Huang, Jitao Zhao, Dongxiao He, Di Jin, Yuxiao Huang, Zhen Wang
2025 J jnl
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling.
CoRR
Yongqi Huang, Jitao Zhao, Dongxiao He, Di Jin, Yuxiao Huang, Zhen Wang
2025 J jnl
Dual Enhanced Meta-Learning With Adaptive Task Scheduler for Cold-Start Recommendation.
IEEE Trans. Knowl. Data Eng.
Dongxiao He, Jiaqi Cui, Xiaobao Wang, Guojie Song, Yuxiao Huang, Lingfei Wu
2025 J jnl
Graph contrastive learning with multiple information fusion.
Expert Syst. Appl.
Xiaobao Wang, Jun Yang, Zhiqiang Wang, Dongxiao He, Jitao Zhao, Yuxiao Huang, Di Jin
2025 J jnl
Learning to Transfer for Evolutionary Multitasking.
IEEE Trans. Cybern.
Sheng-Hao Wu, Yuxiao Huang, Xingyu Wu, Liang Feng, Zhi-Hui Zhan, Kay Chen Tan
2025 J jnl
M-Graphormer: Multi-Channel Graph Transformer for Node Representation Learning.
IEEE Trans. Big Data
Xinglong Chang, Jianrong Wang, Mingxiang Wen, Yingkui Wang, Yuxiao Huang
2025 J jnl
One Prompt Fits All: Universal Graph Adaptation for Pretrained Models.
CoRR
Yongqi Huang, Jitao Zhao, Dongxiao He, Xiaobao Wang, Yawen Li, Yuxiao Huang, Di Jin, Zhiyong Feng
2024 A* conf
A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning.
AAAI
Dongxiao He, Jitao Zhao, Cuiying Huo, Yongqi Huang, Yuxiao Huang, Zhiyong Feng
2024 J jnl
Advancing Automated Knowledge Transfer in Evolutionary Multitasking via Large Language Models.
CoRR
Yuxiao Huang, Xuebin Lv, Sheng-Hao Wu, Jibin Wu, Liang Feng, Kay Chen Tan
2024 J jnl
Asynchronous and Segmented Bidirectional Encoding for NMT.
CoRR
Jingpu Yang, Zehua Han, Mengyu Xiang, Helin Wang, Yuxiao Huang, Miao Fang
2024 J jnl
Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Yuxiao Huang, Wei Zhou, Yu Wang, Min Li, Liang Feng, Kay Chen Tan
2024 J jnl
How Multimodal Integration Boost the Performance of LLM for Optimization: Case Study on Capacitated Vehicle Routing Problems.
CoRR
Yuxiao Huang, Wenjie Zhang, Liang Feng, Xingyu Wu, Kay Chen Tan
2024 A* conf
LG-GNN: Local-Global Adaptive Graph Neural Network for Modeling Both Homophily and Heterophily.
IJCAI
Zhizhi Yu, Bin Feng, Dongxiao He, Zizhen Wang, Yuxiao Huang, Zhiyong Feng
2024 J jnl
Learning to Transfer for Evolutionary Multitasking.
CoRR
Sheng-Hao Wu, Yuxiao Huang, Xingyu Wu, Liang Feng, Zhi-Hui Zhan, Kay Chen Tan
2024 J jnl
Smart data augmentation: One equation is all you need.
Stat. Anal. Data Min.
Yuhao Zhang, Lu Tang, Yuxiao Huang, Yan Ma
2024 J jnl
Towards Next Era of Multi-objective Optimization: Large Language Models as Architects of Evolutionary Operators.
CoRR
Yuxiao Huang, Sheng-Hao Wu, Wenjie Zhang, Jibin Wu, Liang Feng, Kay Chen Tan
2024 J jnl
Unlock the Power of Algorithm Features: A Generalization Analysis for Algorithm Selection.
CoRR
Xingyu Wu, Yan Zhong, Jibin Wu, Yuxiao Huang, Sheng-Hao Wu, Kay Chen Tan
2023 J jnl
Adversarial Representation Mechanism Learning for Network Embedding.
IEEE Trans. Knowl. Data Eng.
Dongxiao He, Tao Wang, Lu Zhai, Di Jin, Liang Yang, Yuxiao Huang, Zhiyong Feng, Philip S. Yu
2023 J jnl
Amer: A New Attribute-Missing Network Embedding Approach.
IEEE Trans. Cybern.
Di Jin, Rui Wang, Tao Wang, Dongxiao He, Weiping Ding, Yuxiao Huang, Longbiao Wang, Witold Pedrycz
2023 A* conf
Contrastive Learning Meets Homophily: Two Birds with One Stone.
ICML
Dongxiao He, Jitao Zhao, Rui Guo, Zhiyong Feng, Di Jin, Yuxiao Huang, Zhen Wang, Weixiong Zhang
2023 J jnl
Fast Vehicle Routing via Knowledge Transfer in a Reproducing Kernel Hilbert Space.
IEEE Trans. Syst. Man Cybern. Syst.
Yuxiao Huang, Liang Feng, Min Li, Yu Wang, Zexuan Zhu, Kay Chen Tan
2023 — conf
Local-Global Fusion Augmented Graph Contrastive Learning Based on Generative Models.
KSEM (4)
Di Jin, Zhiqiang Wang, Cuiying Huo, Zhizhi Yu, Dongxiao He, Yuxiao Huang
2023 J jnl
Optimistic and Pessimistic Actor in RL: Decoupling Exploration and Utilization.
CoRR
Jingpu Yang, Qirui Zhao, Helin Wang, Yuxiao Huang, Zirui Song, Miao Fang
2023 A* conf
Trafformer: Unify Time and Space in Traffic Prediction.
AAAI
Di Jin, Jiayi Shi, Rui Wang, Yawen Li, Yuxiao Huang, Yu-Bin Yang
2022 J jnl
A Joint Community Detection Model: Integrating Directed and Undirected Probabilistic Graphical Models via Factor Graph With Attention Mechanism.
IEEE Trans. Big Data
Dongxiao He, Huixin Liu, Zhiyong Feng, Xiaobao Wang, Di Jin, Wenze Song, Yuxiao Huang
2022 J jnl
A tutorial on generative adversarial networks with application to classification of imbalanced data.
Stat. Anal. Data Min.
Yuxiao Huang, Kara G. Fields, Yan Ma
2022 J jnl
CIGAN: A Python Package for Handling Class Imbalance using Generative Adversarial Networks.
CoRR
Yuxiao Huang, Yan Ma
2022 J jnl
Feature discretization-based deep clustering for thyroid ultrasound image feature extraction.
Comput. Biol. Medicine
Ruiguo Yu, Yuan Tian, Jie Gao, Zhiqiang Liu, Xi Wei, Han Jiang, Yuxiao Huang, Xuewei Li
2022 A* conf
Graph Neural Network for Higher-Order Dependency Networks.
WWW
Di Jin, Yingli Gong, Zhiqiang Wang, Zhizhi Yu, Dongxiao He, Yuxiao Huang, Wenjun Wang
2022 J jnl
Identification of Communities With Multi-Semantics via Bayesian Generative Model.
IEEE Trans. Big Data
Dongxiao He, Yanli Wu, Youyou Wang, Zhizhi Yu, Zhiyong Feng, Xiaobao Wang, Yuxiao Huang
2022 A* conf
Inflation Improves Graph Neural Networks.
WWW
Dongxiao He, Rui Guo, Xiaobao Wang, Di Jin, Yuxiao Huang, Wenjun Wang
2022 J jnl
Multi-space evolutionary search with dynamic resource allocation strategy for large-scale optimization.
Neural Comput. Appl.
Qingxia Shang, Yuxiao Huang, Junwei Dong, Yaqing Hou, Yu Wang, Min Li, Liang Feng
2022 A* conf
Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily.
AAAI
Tao Wang, Di Jin, Rui Wang, Dongxiao He, Yuxiao Huang
2022 J jnl
Solving vehicle routing problem by memetic search with evolutionary multitasking.
Memetic Comput.
Qingxia Shang, Yuxiao Huang, Yu Wang, Min Li, Liang Feng
2022 J jnl
Toward Large-Scale Evolutionary Multitasking: A GPU-Based Paradigm.
IEEE Trans. Evol. Comput.
Yuxiao Huang, Liang Feng, Alex Kai Qin, Meng Chen, Kay Chen Tan
2022 J jnl
Towards Faster Vehicle Routing by Transferring Knowledge From Customer Representation.
IEEE Trans. Intell. Transp. Syst.
Liang Feng, Yuxiao Huang, Ivor W. Tsang, Abhishek Gupta, Ke Tang, Kay Chen Tan, Yew-Soon Ong
2021 J jnl
A Tibetan Language Model That Considers the Relationship Between Suffixes and Functional Words.
IEEE Signal Process. Lett.
Kuntharrgyal Khysru, Di Jin, Yuxiao Huang, Hui Feng, Jianwu Dang
2021 J jnl
A network embedding-enhanced Bayesian model for generalized community detection in complex networks.
Inf. Sci.
Dongxiao He, Youyou Wang, Jinxin Cao, Weiping Ding, Shizhan Chen, Zhiyong Feng, Bo Wang, Yuxiao Huang
2021 B conf
Evolutionary Multitasking via Artificial Neural Networks.
SMC
Xia Chen, Yuxiao Huang, Wei Zhou, Liang Feng
2021 J jnl
Explicit Evolutionary Multitasking for Combinatorial Optimization: A Case Study on Capacitated Vehicle Routing Problem.
IEEE Trans. Cybern.
Liang Feng, Yuxiao Huang, Lei Zhou, Jinghui Zhong, Abhishek Gupta, Ke Tang, Kay Chen Tan
2021 J jnl
Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily.
CoRR
Tao Wang, Rui Wang, Di Jin, Dongxiao He, Yuxiao Huang
2021 A* conf
Self-Guided Community Detection on Networks with Missing Edges.
IJCAI
Dongxiao He, Shuai Li, Di Jin, Pengfei Jiao, Yuxiao Huang
2020 A* conf
Adversarial Mutual Information Learning for Network Embedding.
IJCAI
Dongxiao He, Lu Zhai, Zhigang Li, Di Jin, Liang Yang, Yuxiao Huang, Philip S. Yu
2020 Misc conf
Improving Classification Accuracy by Mining Deterministic and Frequent Rules.
FLAIRS
Yuxiao Huang
2020 A* conf
NF-VGA: Incorporating Normalizing Flows into Graph Variational Autoencoder for Embedding Attribute Networks.
ICDM
Hongyu Shan, Di Jin, Pengfei Jiao, Ziyang Liu, Bingyi Li, Yuxiao Huang
2019 A* conf
A Novel Generative Topic Embedding Model by Introducing Network Communities.
WWW
Di Jin, Jiantao Huang, Pengfei Jiao, Liang Yang, Dongxiao He, Françoise Fogelman-Soulié, Yuxiao Huang
2019 A* conf
An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph.
IJCAI
Dongxiao He, Wenze Song, Di Jin, Zhiyong Feng, Yuxiao Huang
2016 — conf
Multimodality sensing for eating recognition.
PervasiveHealth
Christopher A. Merck, Christina Maher, Mark Mirtchouk, Min Zheng, Yuxiao Huang, Samantha Kleinberg
2015 J jnl
Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data.
J. Biomed. Informatics
Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Nathaniel Heintzman, Samantha Kleinberg
2015 Misc conf
Fast and Accurate Causal Inference from Time Series Data.
FLAIRS
Yuxiao Huang, Samantha Kleinberg
2015 — conf
Unintrusive eating recognition using Google Glass.
PervasiveHealth
Shah Atiqur Rahman, Christopher A. Merck, Yuxiao Huang, Samantha Kleinberg
2014 J jnl
Computational prediction of protein interactions related to the invasion of erythrocytes by malarial parasites.
BMC Bioinform.
Xuewu Liu, Yuxiao Huang, Jiao Liang, Shuai Zhang, Yinghui Li, Jun Wang, Yan Shen, Zhikai Xu, Ya Zhao
2014 — conf
Imputation of Missing Values in Time Series with Lagged Correlations.
ICDM Workshops
Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Samantha Kleinberg
2013 J jnl
An Ant-Based Algorithm with Local Optimization for Community Detection in Large-Scale Networks
CoRR
Dongxiao He, Jie Liu, Bo Yang, Yuxiao Huang, Dayou Liu, Di Jin
2012 J jnl
A search problem in complex diagnostic Bayesian networks.
Knowl. Based Syst.
Dayou Liu, Yuxiao Huang, Qiangyuan Yu, Juan Chen, Haiyang Jia
2012 J jnl
An Ant-Based Algorithm with Local Optimization for Community Detection in Large-Scale Networks.
Adv. Complex Syst.
Dongxiao He, Jie Liu, Bo Yang, Yuxiao Huang, Dayou Liu, Di Jin
2012 Misc conf
Learning the structure of Dynamic Bayesian Network with domain knowledge.
ICMLC
Juan Chen, Haiyang Jia, Yuxiao Huang, Dayou Liu
2011 Misc conf
A factor graph inference algorithm for diagnostic Bayesian networks.
ICNC
Yuxiao Huang, Haiyang Jia, Yungang Zhu, Dayou Liu