Xin Yao

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 355

Top Venues

CoRR

IEEE Trans. Evol. Comput.

CEC

SSCI

Publications

Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Daniel Molina, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects. CoRR (2024)
Yinghua Yao, Yuangang Pan, Jing Li, Ivor Tsang, Xin Yao
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation. CoRR (2024)
Xunzhao Yu, Yan Wang, Ling Zhu, Dimitar P. Filev, Xin Yao
Engine Calibration With Surrogate-Assisted Bilevel Evolutionary Algorithm. IEEE Trans. Cybern. 54 (6) (2024)
Shengcai Liu, Zhiyuan Wang, Yew-Soon Ong, Xin Yao, Ke Tang
Learning Mixture-of-Experts for General-Purpose Black-Box Discrete Optimization. CoRR (2024)
Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao
PROUD: PaRetO-gUided diffusion model for multi-objective generation. Mach. Learn. 113 (9) (2024)
Ziqi Wang, Chengpeng Hu, Jialin Liu, Xin Yao
Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation. ICLR (2024)
Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao
Differential-Critic GAN: Generating What You Want by a Cue of Preferences. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Bo Yuan, Shenhao Gui, Qingquan Zhang, Ziqi Wang, Junyi Wen, Bifei Mao, Jialin Liu, Xin Yao
FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes]. IEEE Comput. Intell. Mag. 19 (2) (2024)
Danial Yazdani, Juergen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes. GECCO (2024)
Miqing Li, Manuel López-Ibáñez, Xin Yao
Multi-Objective Archiving. IEEE Trans. Evol. Comput. 28 (3) (2024)
Bingdong Li, Yanting Yang, Dacheng Liu, Yan Zhang, Aimin Zhou, Xin Yao
Accelerating surrogate assisted evolutionary algorithms for expensive multi-objective optimization via explainable machine learning. Swarm Evol. Comput. 88 (2024)
Daniel Herring, Michael Kirley, Xin Yao
A comparative study of evolutionary approaches to the bi-objective dynamic Travelling Thief Problem. Swarm Evol. Comput. 84 (2024)
Danial Yazdani, Xin Yao
A Deep Dive into Robust Optimization Over Time: Problems, Algorithms, and Beyond. GECCO Companion (2024)
Ziming Wang, Changwu Huang, Xin Yao
Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning. GECCO Companion (2024)
Guofu Zhang, Lei Li, Zhaopin Su, Feng Yue, Yang Chen, Miqing Li, Xin Yao
On Estimating the Feasible Solution Space of Multi-objective Testing Resource Allocation. ACM Trans. Softw. Eng. Methodol. 33 (6) (2024)
Shuaixiang Zhang, Yixuan Yang, Hao Tong, Xin Yao
Learning-Based Problem Reduction for Large-Scale Uncapacitated Facility Location Problems. CEC (2024)
Wenbin Pei, Bing Xue, Mengjie Zhang, Lin Shang, Xin Yao, Qiang Zhang
A Survey on Unbalanced Classification: How Can Evolutionary Computation Help? IEEE Trans. Evol. Comput. 28 (2) (2024)
Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. CoRR (2024)
Lidan Tan, Changwu Huang, Xin Yao
A Concept-Based Local Interpretable Model-Agnostic Explanation Approach for Deep Neural Networks in Image Classification. Intelligent Information Processing (2) (2024)
Danial Yazdani, Jürgen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes. CoRR (2024)
Ziming Wang, Changwu Huang, Xin Yao
Procedural Fairness in Machine Learning. CoRR (2024)
Chengpeng Hu, Jialin Liu, Xin Yao
Evolutionary Reinforcement Learning via Cooperative Coevolution. CoRR (2024)
Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
Gridless Evolutionary Approach for Line Spectral Estimation With Unknown Model Order. IEEE Trans. Cybern. 54 (2) (2024)
Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao
Sanitized clustering against confounding bias. Mach. Learn. 113 (6) (2024)
Ziming Wang, Changwu Huang, Yun Li, Xin Yao
Multi-objective Feature Attribution Explanation For Explainable Machine Learning. ACM Trans. Evol. Learn. Optim. 4 (1) (2024)
Qingquan Zhang, Jialin Liu, Xin Yao
An efficient many objective optimization algorithm with few parameters. Swarm Evol. Comput. 83 (2023)
Shengcai Liu, Yu Zhang, Ke Tang, Xin Yao
How Good is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem. IEEE Comput. Intell. Mag. 18 (3) (2023)
Dashan Gao, Yunce Zhao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao
Robust Deep Learning Models Against Semantic-Preserving Adversarial Attack. CoRR (2023)
Ke Li, Guiyu Lai, Xin Yao
Interactive Evolutionary Multiobjective Optimization via Learning to Rank. IEEE Trans. Evol. Comput. 27 (4) (2023)
Tuo Zhang, Handing Wang, Bo Yuan, Yaochu Jin, Xin Yao
Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems. IEEE Trans. Evol. Comput. 27 (5) (2023)
Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao
Evolving Constrained Reinforcement Learning Policy. IJCNN (2023)
Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives. CoRR (2023)
Mai Peng, Zeneng She, Delaram Yazdani, Danial Yazdani, Wenjian Luo, Changhe Li, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao
Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments. CoRR (2023)
Chengpeng Hu, Ziqi Wang, Tianye Shu, Hao Tong, Julian Togelius, Xin Yao, Jialin Liu
Reinforcement Learning With Dual-Observation for General Video Game Playing. IEEE Trans. Games 15 (2) (2023)
Jun He, Siang Yew Chong, Xin Yao
Fast Estimations of Hitting Time of Elitist Evolutionary Algorithms from Fitness Levels. CoRR (2023)
Zilu Wang, Xinming Shi, Xin Yao
A Brain-Inspired Hardware Architecture for Evolutionary Algorithms Based on Memristive Arrays. ACM Trans. Design Autom. Electr. Syst. 28 (5) (2023)
Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao
Mitigating Unfairness via Evolutionary Multiobjective Ensemble Learning. IEEE Trans. Evol. Comput. 27 (4) (2023)
Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao
Evolving Constrained Reinforcement Learning Policy. CoRR (2023)
Zhi Yang, Ziming Wang, Changwu Huang, Xin Yao
An Explainable Feature Selection Approach for Fair Machine Learning. ICANN (8) (2023)
Yunce Zhao, Dashan Gao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao
Robust Deep Learning Models against Semantic-Preserving Adversarial Attack. IJCNN (2023)
Xinming Shi, Zilu Wang, Leandro L. Minku, Xin Yao
Explaining Memristive Reservoir Computing Through Evolving Feature Attribution. GECCO Companion (2023)
Shuaixiang Zhang, Hao Tong, Jialin Liu, Xin Yao
Generate Competitive Solutions for Uncapacitated Facility Location Problem by Learning from Small Instances. GECCO Companion (2023)
Guofu Zhang, Lei Li, Zhaopin Su, Zhisheng Shao, Miqing Li, Bin Li, Xin Yao
New Reliability-Driven Bounds for Architecture-Based Multi-Objective Testing Resource Allocation. IEEE Trans. Software Eng. 49 (4) (2023)
Shuxian Li, Liyan Song, Yiu-ming Cheung, Xin Yao
BEDCOE: Borderline Enhanced Disjunct Cluster Based Oversampling Ensemble for Online Multi-Class Imbalance Learning. ECAI (2023)
Zhaopin Su, Mengke Li, Guofu Zhang, Qinfang Wu, Miqing Li, Weiming Zhang, Xin Yao
Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Daniel Herring, Michael Kirley, Xin Yao
An Iterative Machine Learning Approach to Informative Performance Reporting in Dynamic Multi-Objective Optimization. GECCO Companion (2023)
Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao
Local Optima Correlation Assisted Adaptive Operator Selection. GECCO (2023)
Danial Yazdani, Donya Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Amir Hossein Gandomi, Xin Yao
Robust Optimization Over Time by Estimating Robustness of Promising Regions. IEEE Trans. Evol. Comput. 27 (3) (2023)
Shouyong Jiang, Juan Zou, Shengxiang Yang, Xin Yao
Evolutionary Dynamic Multi-objective Optimisation: A Survey. ACM Comput. Surv. 55 (4) (2023)
Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao
Constrained Reinforcement Learning for Dynamic Material Handling. IJCNN (2023)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang, Xin Yao
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 27 (2) (2023)
Miqing Li, Manuel López-Ibáñez, Xin Yao
Multi-Objective Archiving. CoRR (2023)
Liyan Song, Leandro L. Minku, Cong Teng, Xin Yao
A Practical Human Labeling Method for Online Just-in-Time Software Defect Prediction. ESEC/SIGSOFT FSE (2023)
Shuyi Zhang, Peter Tino, Xin Yao
Hierarchical Reduced-Space Drift Detection Framework for Multivariate Supervised Data Streams. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao
Constrained Reinforcement Learning for Dynamic Material Handling. CoRR (2023)
Liyan Song, Leandro L. Minku, Xin Yao
On the validity of retrospective predictive performance evaluation procedures in just-in-time software defect prediction. Empir. Softw. Eng. 28 (5) (2023)
Ming Yang, Jie Gao, Aimin Zhou, Changhe Li, Xin Yao
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Xunzhao Yu, Yan Wang, Ling Zhu, Dimitar P. Filev, Xin Yao
Experience-Based Evolutionary Algorithms for Expensive Optimization. CoRR (2023)
Delaram Yazdani, Danial Yazdani, Donya Yazdani, Mohammad Nabi Omidvar, Amir H. Gandomi, Xin Yao
A Species-based Particle Swarm Optimization with Adaptive Population Size and Deactivation of Species for Dynamic Optimization Problems. ACM Trans. Evol. Learn. Optim. 3 (4) (2023)
Shun Lu, Cheng Chen, Kunlong Zhang, Yang Zheng, Zheng Hu, Wenjing Hong, Guiying Li, Xin Yao
Noise-Tolerant Hardware-Aware Pruning for Deep Neural Networks. ICSI (2) (2023)
Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao
Local Optima Correlation Assisted Adaptive Operator Selection. CoRR (2023)
Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao
ARConvL: Adaptive Region-Based Convolutional Learning for Multi-class Imbalance Classification. ECML/PKDD (2) (2023)
Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao
An Overview of Artificial Intelligence Ethics. IEEE Trans. Artif. Intell. 4 (4) (2023)
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems. GECCO Companion (2023)
Jie Lu, João Gama, Xin Yao, Leandro L. Minku
Guest Editorial: Special Issue on Stream Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Jiashi Gao, Changwu Huang, Ming Tang, Shin Hwei Tan, Xin Yao, Xuetao Wei
EFFL: Egalitarian Fairness in Federated Learning for Mitigating Matthew Effect. CoRR (2023)
Wenjian Luo, Luming Shi, Xin Lin, Jiajia Zhang, Miqing Li, Xin Yao
Finding top-K solutions for the decision-maker in multiobjective optimization. Inf. Sci. 613 (2022)
Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao
Dynamic Optimization in Fast-Changing Environments via Offline Evolutionary Search. IEEE Trans. Evol. Comput. 26 (3) (2022)
Danial Yazdani, Xin Yao
Evolutionary continuous dynamic optimization. GECCO Companion (2022)
Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
The vision of self-evolving computing systems. J. Integr. Des. Process. Sci. 26 (3-4) (2022)
Daniel Herring, Michael Kirley, Xin Yao
Reproducibility and Baseline Reporting for Dynamic Multi-objective Benchmark Problems. CoRR (2022)
Chao Pan, Bo Yuan, Wei Zhou, Xin Yao
Towards Robust Uncertainty Estimation in the Presence of Noisy Labels. ICANN (1) (2022)
Xinming Shi, Leandro L. Minku, Xin Yao
A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit. Genet. Program. Evolvable Mach. 23 (4) (2022)
Ge Guo, Wenjing Hong, Chaoyong Zhou, Xin Yao
Indicator-Aware Talking Face Generation Based on Evolutionary Multi-objective Optimization. SSCI (2022)
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems. IEEE Trans. Evol. Comput. 26 (6) (2022)
Bowen Li, Xin Yao, Youneng Bao, Fanyang Meng, Yongsheng Liang, Wen Tan
Universal Learned Image Compression With Low Computational Cost. CoRR (2022)
Xin Yao, Jiangong Chen, Ting He, Jing Yang, Bin Li
A Scalable Mixed Reality Platform for Remote Collaborative LEGO Design. INFOCOM Workshops (2022)
Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part I. IEEE Trans. Evol. Comput. 26 (5) (2022)
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation. CEC (2022)
Ke Li, Renzhi Chen, Xin Yao
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments. CoRR (2022)
Daniel Herring, Michael Kirley, Xin Yao
Reproducibility and baseline reporting for dynamic multi-objective benchmark problems. GECCO (2022)
Xinming Shi, Jiashi Gao, Leandro L. Minku, Xin Yao
Evolving parsimonious circuits through shapley value-based genetic programming. GECCO Companion (2022)
Danial Yazdani, Mohammad Nabi Omidvar, Ran Cheng, Jürgen Branke, Trung Thanh Nguyen, Xin Yao
Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite. IEEE Trans. Cybern. 52 (5) (2022)
Bowen Li, Xin Yao, Chao Li, Youneng Bao, Fanyang Meng, Yongsheng Liang
AdderIC: Towards Low Computation Cost Image Compression. ICASSP (2022)
Changwu Huang, Hao Bai, Xin Yao
Online algorithm configuration for differential evolution algorithm. Appl. Intell. 52 (8) (2022)
Liyan Song, Shuxian Li, Leandro L. Minku, Xin Yao
A Novel Data Stream Learning Approach to Tackle One-Sided Label Noise From Verification Latency. IJCNN (2022)
Gan Ruan, Leandro L. Minku, Zhao Xu, Xin Yao
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network. CoRR (2022)
Shaolong Shi, Yifan Chen, Xin Yao
In Vivo Computing Strategies for Tumor Sensitization and Targeting. IEEE Trans. Cybern. 52 (6) (2022)
Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation. Memetic Comput. 14 (2) (2022)
Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao
Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning. IJCNN (2022)
Jiyuan Pei, Yi Mei, Jialin Liu, Xin Yao
An Investigation of Adaptive Operator Selection in Solving Complex Vehicle Routing Problem. PRICAI (1) (2022)
Shaolong Shi, Neda Sharifi, Yifan Chen, Xin Yao
Tension-Relaxation In Vivo Computing Principle for Tumor Sensitization and Targeting. IEEE Trans. Cybern. 52 (9) (2022)
Shengcai Liu, Ke Tang, Xin Yao
Generative Adversarial Construction of Parallel Portfolios. IEEE Trans. Cybern. 52 (2) (2022)
Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao
What makes the dynamic capacitated Arc routing problem hard to solve: insights from fitness landscape analysis. GECCO (2022)
Shengcai Liu, Yu Zhang, Ke Tang, Xin Yao
How Good Is Neural Combinatorial Optimization? CoRR (2022)
Wenxing Lan, Ziyuan Ye, Peijun Ruan, Jialin Liu, Peng Yang, Xin Yao
Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems. IEEE Trans. Evol. Comput. 26 (4) (2022)
Miqing Li, Tao Chen, Xin Yao
How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance. IEEE Trans. Software Eng. 48 (5) (2022)
Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
The Vision of Self-Evolving Computing Systems. CoRR (2022)
Shaolin Wang, Yi Mei, Mengjie Zhang, Xin Yao
Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 26 (1) (2022)
Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel
Split-AE: An Autoencoder-based Disentanglement Framework for 3D Shape-to-shape Feature Transfer. IJCNN (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xin Yao