Handing Wang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 81

Top Topics

Cooperative Coevolution

Knowledge Transfer

Evolutionary Algorithm

Optimization Algorithm

Top Venues

IEEE Trans. Evol. Comput.

IEEE Trans. Cybern.

Publications

Qingquan Zhang, Yuchen Li, Yuhang Lin, Handing Wang, Jialin Liu
Interpreting Multi-objective Evolutionary Algorithms via Sokoban Level Generation. CoRR (2024)
Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
Efficient adversarial training with multi-fidelity optimization for robust neural network. Neurocomputing 585 (2024)
Nan Zheng, Handing Wang
A noise-resistant infill sampling criterion in surrogate-assisted multi-objective evolutionary algorithms. Swarm Evol. Comput. 86 (2024)
Chenyan Gu, Handing Wang
A local correlation estimation surrogate-assisted bi-objective evolutionary algorithm for heterogeneous objectives. Appl. Soft Comput. 151 (2024)
Haoyuan Lv, Ruochen Liu, Handing Wang
Multi-Population Evolutionary Algorithm via Seed Transfer for Multitasking Traveling Salesman Problem. CEC (2024)
Chao Li, Wen Yao, Handing Wang, Tingsong Jiang, Donghua Wang, Jialiang Sun
QRPatch: A Deceptive Texture-Based Black-Box Adversarial Attacks with Genetic Algorithm. CEC (2024)
Chao Li, Handing Wang, Wen Yao, Tingsong Jiang
Adversarial attacks in computer vision: a survey. J. Membr. Comput. 6 (2) (2024)
Shulei Liu, Handing Wang, Wen Yao, Wei Peng
Surrogate-Assisted Environmental Selection for Fast Hypervolume-Based Many-Objective Optimization. IEEE Trans. Evol. Comput. 28 (1) (2024)
Shulei Liu, Handing Wang, Wen Yao, Wei Peng, Jingjing Ma
Empirical Study on Averaging-based Noise-Tolerant Methods for Expensive Combinatorial Optimization. CEC (2024)
Yudong Yang, Kai Wu, Xiangyi Teng, Handing Wang, He Yu, Jing Liu
Exploring Knowledge Transfer in Evolutionary Many-task Optimization: A Complex Network Perspective. GECCO Companion (2024)
Yongcun Liu, Handing Wang, Jingjing Ma
Infill Criterion Ensemble in Multi-Objective Evolutionary Algorithm for Mixed-Variable Problems. CEC (2024)
Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective. CoRR (2024)
Huixin Ma, Kai Wu, Handing Wang, Jing Liu
Higher Order Knowledge Transfer for Dynamic Community Detection With Great Changes. IEEE Trans. Evol. Comput. 28 (1) (2024)
Yudong Yang, Kai Wu, Xiangyi Teng, Handing Wang, He Yu, Jing Liu
Exploring Knowledge Transfer in Evolutionary Many-task Optimization: A Complex Network Perspective. CoRR (2024)
Haoran Gu, Handing Wang, Jingjing Ma
Test Suites and Performance of Algorithms in Large-Scale Multiobjective Evolutionary Optimization. CEC (2024)
Xiaobin Li, Kai Wu, Yujian Betterest Li, Xiaoyu Zhang, Handing Wang, Jing Liu
GLHF: General Learned Evolutionary Algorithm Via Hyper Functions. CoRR (2024)
Nan Zheng, Handing Wang, Jialin Liu
Formulating approximation error as noise in surrogate-assisted multi-objective evolutionary algorithm. Swarm Evol. Comput. 90 (2024)
Zhenshou Song, Handing Wang, Yaochu Jin
A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53 (10) (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)
Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin
Adversarial Training of Deep Neural Networks Guided by Texture and Structural Information. ACM Multimedia (2023)
Junfeng Tang, Handing Wang, Lin Xiong
Surrogate-assisted multi-objective optimization via knee-oriented Pareto front estimation. Swarm Evol. Comput. 77 (2023)
Liang Fan, Handing Wang
Sparse Gate for Differentiable Architecture Search. IJCNN (2023)
Haoran Gu, Handing Wang, Yaochu Jin
Surrogate-Assisted Differential Evolution With Adaptive Multisubspace Search for Large-Scale Expensive Optimization. IEEE Trans. Evol. Comput. 27 (6) (2023)
Xiaobin Li, Kai Wu, Xiaoyu Zhang, Handing Wang, Jing Liu
B2Opt: Learning to Optimize Black-box Optimization with Little Budget. CoRR (2023)
Yiteng Xu, Handing Wang
Offline Data-Driven Mixed-Variable Optimization Algorithm Using a Step-Wise Strategy. SSCI (2023)
Haoran Gu, Handing Wang, Yaochu Jin
Effects of Pareto Set on the Performance of Problem Reformulation-Based Large-Scale Multiobjective Optimization Algorithms. CEC (2023)
Yongcun Liu, Handing Wang
Surrogate-assisted hybrid evolutionary algorithm with local estimation of distribution for expensive mixed-variable optimization problems. Appl. Soft Comput. 133 (2023)
Chao Li, Wen Yao, Handing Wang, Tingsong Jiang, Xiaoya Zhang
Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget. Appl. Soft Comput. 142 (2023)
Kai Wu, Yujian Betterest Li, Xiaoyu Zhang, Handing Wang, Jing Liu
Pre-trained transformer for adversarial purification. CoRR (2023)
Zhening Liu, Handing Wang, Yaochu Jin
Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization. IEEE Trans. Cybern. 53 (10) (2023)
Chao Li, Wen Yao, Handing Wang, Tingsong Jiang
Adaptive momentum variance for attention-guided sparse adversarial attacks. Pattern Recognit. 133 (2023)
Nan Zheng, Handing Wang
A two-stage evolutionary algorithm for noisy bi-objective optimization. Swarm Evol. Comput. 78 (2023)
Yapei Wu, Xingguang Peng, Handing Wang, Yaochu Jin, Demin Xu
Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments. IEEE Trans. Evol. Comput. 27 (3) (2023)
Chao Li, Handing Wang, Jun Zhang, Wen Yao, Tingsong Jiang
An Approximated Gradient Sign Method Using Differential Evolution for Black-Box Adversarial Attack. IEEE Trans. Evol. Comput. 26 (5) (2022)
Huixin Ma, Kai Wu, Handing Wang, Jing Liu
Higher-order Knowledge Transfer for Dynamic Community Detection with Great Changes. CoRR (2022)
Shulei Liu, Handing Wang, Wei Peng, Wen Yao
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification. IEEE Trans. Evol. Comput. 26 (5) (2022)
Zhenshou Song, Handing Wang, Hongbin Xu
A framework for expensive many-objective optimization with Pareto-based bi-indicator infill sampling criterion. Memetic Comput. 14 (2) (2022)
Shulei Liu, Handing Wang, Wen Yao
A surrogate-assisted evolutionary algorithm with hypervolume triggered fidelity adjustment for noisy multiobjective integer programming. Appl. Soft Comput. 126 (2022)
Zhening Liu, Handing Wang
A data augmentation based Kriging-assisted reference vector guided evolutionary algorithm for expensive dynamic multi-objective optimization. Swarm Evol. Comput. 75 (2022)
Handing Wang, Liang Feng, Yaochu Jin, John Doherty
Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios. IEEE Comput. Intell. Mag. 16 (1) (2021)
Yongcun Liu, Handing Wang
Regression versus Classification for Predicting Feasibility in Offline Data- Driven Evolutionary Constrained Optimization. SSCI (2021)
Linjun He, Hisao Ishibuchi, Anupam Trivedi, Handing Wang, Yang Nan, Dipti Srinivasan
A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 25 (6) (2021)
Pengfei Huang, Handing Wang
Comparative empirical study on constraint handling in offline data-driven evolutionary optimization. Appl. Soft Comput. 110 (2021)
Zheng Tan, Handing Wang, Shulei Liu
Multi-stage dimension reduction for expensive sparse multi-objective optimization problems. Neurocomputing 440 (2021)
Lei Han, Handing Wang
A random forest assisted evolutionary algorithm using competitive neighborhood search for expensive constrained combinatorial optimization. Memetic Comput. 13 (1) (2021)
Zhenshou Song, Handing Wang, Cheng He, Yaochu Jin
A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization. IEEE Trans. Evol. Comput. 25 (6) (2021)
Liang Feng, Handing Wang, Yew-Soon Ong, Kay Chen Tan, Yaochu Jin
[Guest Editorial]. IEEE Comput. Intell. Mag. 16 (4) (2021)
Liang Fan, Xudong Feng, Handing Wang
An Adaptive Formulation-based Many-Objective Evolutionary Algorithm for Multi-Scenario Optimization in Data Enrichment. CEC (2021)
Pengfei Huang, Handing Wang, Yaochu Jin
Offline data-driven evolutionary optimization based on tri-training. Swarm Evol. Comput. 60 (2021)
Ruochen Liu, Yifan Li, Handing Wang, Jin Liu
A noisy multi-objective optimization algorithm based on mean and Wiener filters. Knowl. Based Syst. 228 (2021)
Junfeng Tang, Handing Wang
A Bi-Population Based Multi-Objective Evolutionary Algorithm Using Hybrid Identification Method for Finding Knee Points. SSCI (2021)
Zhenshou Song, Handing Wang, Hongbin Xu
Pareto-Based Bi-indicator Infill Sampling Criterion for Expensive Multiobjective Optimization. EMO (2021)
Mengyi Niu, Ruochen Liu, Handing Wang
A Max-Min Ant System based on Decomposition for the Multi-Depot Cumulative Capacitated Vehicle Routing Problem. CEC (2021)
Zhening Liu, Handing Wang
Improved Population Prediction Strategy for Dynamic Multi-Objective Optimization Algorithms Using Transfer Learning. CEC (2021)
Handing Wang, Yaochu Jin
A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems. IEEE Trans. Cybern. 50 (2) (2020)
Yanan Sun, Handing Wang, Bing Xue, Yaochu Jin, Gary G. Yen, Mengjie Zhang
Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor. IEEE Trans. Evol. Comput. 24 (2) (2020)
Zheng Tan, Handing Wang
A Kriging-Assisted Evolutionary Algorithm Using Feature Selection for Expensive Sparse Multi-Objective optimization. CEC (2020)
Jiaxin Cheng, Jun Zhong, Handing Wang, Xu Tang, Changzhe Jiao, Hong Zhou
Evolutionary Optimized Multiple Instance Concept Learning for Beat-to-Beat Heart Rate Estimation from Electrocardiograms. CISP-BMEI (2020)
Handing Wang, Yaochu Jin, Cuie Yang, Licheng Jiao
Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm. Appl. Soft Comput. 92 (2020)
Lingyu Huang, Liang Feng, Handing Wang, Yaqing Hou, Kai Liu, Chao Chen
A Preliminary Study of Improving Evolutionary Multi-Objective Optimization via Knowledge Transfer from Single-Objective Problems. SMC (2020)
Zhenshou Song, Handing Wang
Steady-State Brain Storm Optimization Using Double Roulette Selection. SSCI (2019)
Yaochu Jin, Handing Wang, Tinkle Chugh, Dan Guo, Kaisa Miettinen
Data-Driven Evolutionary Optimization: An Overview and Case Studies. IEEE Trans. Evol. Comput. 23 (3) (2019)
Xu Tang, Handing Wang, Changzhe Jiao
Multi-Objective Evolutionary Metric Learning for Image Retrieval Using Convolutional Neural Network Features. CEC (2019)
Xingguang Peng, Yaochu Jin, Handing Wang
Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization. IEEE Trans. Cybern. 49 (9) (2019)
Pengfei Huang, Handing Wang, Wenping Ma
Stochastic Ranking for Offline Data-Driven Evolutionary Optimization Using Radial Basis Function Networks with Multiple Kernels. SSCI (2019)
Chaoli Sun, Handing Wang, Wenli Du, Yaochu Jin
Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 3 (2) (2019)
Handing Wang, Yaochu Jin, Chaoli Sun, John Doherty
Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles. IEEE Trans. Evol. Comput. 23 (2) (2019)
Linqiang Pan, Cheng He, Ye Tian, Handing Wang, Xingyi Zhang, Yaochu Jin
A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization. IEEE Trans. Evol. Comput. 23 (1) (2019)
Handing Wang, Yongle Wu, Zehai Wu, Weimin Wang, Yuanan Liu
Compact arbitrary terminated power divider with bandwidth-enhanced negative group delay characteristics. Int. J. Circuit Theory Appl. 47 (6) (2019)
Handing Wang, Yaochu Jin, John Doherty
A Generic Test Suite for Evolutionary Multifidelity Optimization. IEEE Trans. Evol. Comput. 22 (6) (2018)
Handing Wang, John Doherty, Yaochu Jin
Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization. CEC (2018)
Handing Wang, Yaochu Jin
Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization. CEC (2017)
Handing Wang, Yaochu Jin, John Doherty
Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems. IEEE Trans. Cybern. 47 (9) (2017)
Haoran Xie, Fu Lee Wang, Xudong Mao, Ke Li, Qing Li, Handing Wang
Recent advances in semantic computing and personalization. Neurocomputing 254 (2017)
Handing Wang, Shan He, Xin Yao
Nadir point estimation for many-objective optimization problems based on emphasized critical regions. Soft Comput. 21 (9) (2017)
Handing Wang, Yaochu Jin, Xin Yao
Diversity Assessment in Many-Objective Optimization. IEEE Trans. Cybern. 47 (6) (2017)
Handing Wang
Uncertainty in Surrogate Models. GECCO (Companion) (2016)
Handing Wang, Yaochu Jin, Jan O. Jansen
Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System. IEEE Trans. Evol. Comput. 20 (6) (2016)
Handing Wang, Qingfu Zhang, Licheng Jiao, Xin Yao
Regularity Model for Noisy Multiobjective Optimization. IEEE Trans. Cybern. 46 (9) (2016)
Handing Wang, Xin Yao
Objective reduction based on nonlinear correlation information entropy. Soft Comput. 20 (6) (2016)
Alma As-Aad Rahat, Richard M. Everson, Jonathan E. Fieldsend, Yaochu Jin, Handing Wang
Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization. GECCO (Companion) (2016)
Handing Wang, Licheng Jiao, Xin Yao
Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 19 (4) (2015)
Handing Wang, Licheng Jiao, Ronghua Shang, Shan He, Fang Liu
A Memetic Optimization Strategy Based on Dimension Reduction in Decision Space. Evol. Comput. 23 (1) (2015)
Handing Wang, Xin Yao
Corner Sort for Pareto-Based Many-Objective Optimization. IEEE Trans. Cybern. 44 (1) (2014)
Licheng Jiao, Handing Wang, Ronghua Shang, Fang Liu
A co-evolutionary multi-objective optimization algorithm based on direction vectors. Inf. Sci. 228 (2013)