Xin Yao

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 366

Top Venues

CoRR

IEEE Trans. Evol. Comput.

CEC

SSCI

Publications

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)
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)
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)
Xinming Shi, Leandro L. Minku, Xin Yao
Adaptive Memory-Enhanced Time Delay Reservoir and its Memristive Implementation. IEEE Trans. Computers 71 (11) (2022)
Shaolong Shi, Yifan Chen, Xin Yao
NGA-Inspired Nanorobots-Assisted Detection of Multifocal Cancer. IEEE Trans. Cybern. 52 (5) (2022)
Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part II. IEEE Trans. Evol. Comput. 26 (5) (2022)
Stephen Friess, Peter Tino, Stefan Menzel, Zhao Xu, Bernhard Sendhoff, Xin Yao
Spatio-Temporal Activity Recognition for Evolutionary Search Behavior Prediction. IJCNN (2022)
Ke Li, Haifeng Nie, Huiru Gao, Xin Yao
Posterior Decision Making Based on Decomposition-Driven Knee Point Identification. IEEE Trans. Evol. Comput. 26 (6) (2022)
Weijie Zheng, Huanhuan Chen, Xin Yao
Analysis of Evolutionary Algorithms on Fitness Function With Time-Linkage Property. IEEE Trans. Evol. Comput. 25 (4) (2021)
Stephen Friess, Peter Tiño, Zhao Xu, Stefan Menzel, Bernhard Sendhoff, Xin Yao
Artificial Neural Networks as Feature Extractors in Continuous Evolutionary Optimization. IJCNN (2021)
Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao
Differential-Critic GAN: Generating What You Want by a Cue of Preferences. CoRR (2021)
Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao
Analysis of Noisy Evolutionary Optimization When Sampling Fails. Algorithmica 83 (4) (2021)
Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao
Fairer Machine Learning Through Multi-objective Evolutionary Learning. ICANN (4) (2021)
Bo Yuan, Xiaofen Lu, Ke Tang, Xin Yao
Cooperative Coevolution-based Design Space Exploration for Multi-mode Dataflow Mapping. ACM Trans. Embed. Comput. Syst. 20 (3) (2021)
Jiyuan Pei, Chengpeng Hu, Jialin Liu, Yi Mei, Xin Yao
Bi-Objective Splitting Delivery VRP with Loading Constraints and Restricted Access. SSCI (2021)
Stephen Friess, Peter Tino, Stefan Menzel, Bernhard Sendhoff, Xin Yao
Predicting CMA-ES Operators as Inductive Biases for Shape Optimization Problems. SSCI (2021)
Peng Yang, Qi Yang, Ke Tang, Xin Yao
Parallel exploration via negatively correlated search. Frontiers Comput. Sci. 15 (5) (2021)
Yaoyao He, Haiyan Li, Shuo Wang, Xin Yao
Uncertainty analysis of wind power probability density forecasting based on cubic spline interpolation and support vector quantile regression. Neurocomputing 430 (2021)
Ye Shi, Chin-Teng Lin, Yu-Cheng Chang, Weiping Ding, Yuhui Shi, Xin Yao
Consensus Learning for Distributed Fuzzy Neural Network in Big Data Environment. IEEE Trans. Emerg. Top. Comput. Intell. 5 (1) (2021)
Ying Tan, Yuhui Shi, Xin Yao
Preface. Nat. Comput. 20 (1) (2021)
Sneha Saha, Thiago Rios, Leandro L. Minku, Bas van Stein, Patricia Wollstadt, Xin Yao, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel
Exploiting Generative Models for Performance Predictions of 3D Car Designs. SSCI (2021)
Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
Lifelong Computing. CoRR (2021)
Yaqiang Yao, Huanhuan Chen, Xin Yao
Discriminative Learning in the Model Space for Symbolic Sequence Classification. IEEE Trans. Emerg. Top. Comput. Intell. 5 (2) (2021)
Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen, Xin Yao
When non-elitism meets time-linkage problems. GECCO (2021)
Hao Bai, Changwu Huang, Xin Yao
Adaptive Differential Evolution based on Exploration and Exploitation Control. CEC (2021)
Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel
Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design Optimization. CEC (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xin Yao