A co-evolutionary multi-objective optimization algorithm based on direction vectors. - Licheng Jiao; Handing Wang; Ronghua Shang; Fang Liu 001 (Inf. Sci., 2013)

Corner Sort for Pareto-Based Many-Objective Optimization. - Handing Wang; Xin Yao 001 (IEEE Trans. Cybern., 2014)

A Memetic Optimization Strategy Based on Dimension Reduction in Decision Space. - Handing Wang; Licheng Jiao; Ronghua Shang; Shan He 001; Fang Liu 001 (Evol. Comput., 2015)

Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization. - Handing Wang; Licheng Jiao; Xin Yao 001 (IEEE Trans. Evol. Comput., 2015)

Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization. - Alma As-Aad Rahat; Richard M. Everson; Jonathan E. Fieldsend; Yaochu Jin; Handing Wang (GECCO (Companion), 2016)

Uncertainty in Surrogate Models. - Handing Wang (GECCO (Companion), 2016)

Objective reduction based on nonlinear correlation information entropy. - Handing Wang; Xin Yao 001 (Soft Comput., 2016)

Regularity Model for Noisy Multiobjective Optimization. - Handing Wang; Qingfu Zhang 001; Licheng Jiao; Xin Yao 001 (IEEE Trans. Cybern., 2016)

Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System. - Handing Wang; Yaochu Jin; Jan O. Jansen (IEEE Trans. Evol. Comput., 2016)

Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization. - Handing Wang; Yaochu Jin (CEC, 2017)

Recent advances in semantic computing and personalization. - Haoran Xie 001; Fu Lee Wang; Xudong Mao; Ke Li 001; Qing Li 001; Handing Wang (Neurocomputing, 2017)

Nadir point estimation for many-objective optimization problems based on emphasized critical regions. - Handing Wang; Shan He 001; Xin Yao 001 (Soft Comput., 2017)

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems. - Handing Wang; Yaochu Jin; John Doherty (IEEE Trans. Cybern., 2017)

Diversity Assessment in Many-Objective Optimization. - Handing Wang; Yaochu Jin; Xin Yao 001 (IEEE Trans. Cybern., 2017)

Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization. - Handing Wang; John Doherty; Yaochu Jin (CEC, 2018)

A Generic Test Suite for Evolutionary Multifidelity Optimization. - Handing Wang; Yaochu Jin; John Doherty (IEEE Trans. Evol. Comput., 2018)

Multi-Objective Evolutionary Metric Learning for Image Retrieval Using Convolutional Neural Network Features. - Xu Tang; Handing Wang; Changzhe Jiao (CEC, 2019)

Stochastic Ranking for Offline Data-Driven Evolutionary Optimization Using Radial Basis Function Networks with Multiple Kernels. - Pengfei Huang; Handing Wang; Wenping Ma 002 (SSCI, 2019)

Steady-State Brain Storm Optimization Using Double Roulette Selection. - Zhenshou Song; Handing Wang (SSCI, 2019)

Compact arbitrary terminated power divider with bandwidth-enhanced negative group delay characteristics. - Handing Wang; Yongle Wu; Zehai Wu; Weimin Wang 008; Yuanan Liu (Int. J. Circuit Theory Appl., 2019)

Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization. - Xingguang Peng; Yaochu Jin; Handing Wang (IEEE Trans. Cybern., 2019)

Data-Driven Evolutionary Optimization: An Overview and Case Studies. - Yaochu Jin; Handing Wang; Tinkle Chugh; Dan Guo; Kaisa Miettinen (IEEE Trans. Evol. Comput., 2019)

A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization. - Linqiang Pan; Cheng He 001; Ye Tian 009; Handing Wang; Xingyi Zhang 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2019)

Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles. - Handing Wang; Yaochu Jin; Chaoli Sun; John Doherty (IEEE Trans. Evol. Comput., 2019)

Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization. - Chaoli Sun; Handing Wang; Wenli Du; Yaochu Jin (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

Evolutionary Optimized Multiple Instance Concept Learning for Beat-to-Beat Heart Rate Estimation from Electrocardiograms. - Jiaxin Cheng; Jun Zhong; Handing Wang; Xu Tang; Changzhe Jiao; Hong Zhou (CISP-BMEI, 2020)

A Kriging-Assisted Evolutionary Algorithm Using Feature Selection for Expensive Sparse Multi-Objective optimization. - Zheng Tan; Handing Wang (CEC, 2020)

A Preliminary Study of Improving Evolutionary Multi-Objective Optimization via Knowledge Transfer from Single-Objective Problems. - Lingyu Huang; Liang Feng 001; Handing Wang; Yaqing Hou; Kai Liu 001; Chao Chen 004 (SMC, 2020)

Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm. - Handing Wang; Yaochu Jin; Cuie Yang; Licheng Jiao (Appl. Soft Comput., 2020)

A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems. - Handing Wang; Yaochu Jin (IEEE Trans. Cybern., 2020)

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor. - Yanan Sun 001; Handing Wang; Bing Xue 001; Yaochu Jin; Gary G. Yen; Mengjie Zhang 001 (IEEE Trans. Evol. Comput., 2020)

Surrogate-Assisted Evolutionary Optimization of Large Problems. - Tinkle Chugh; Chaoli Sun; Handing Wang; Yaochu Jin (High-Performance Simulation-Based Optimization, 2020)

An Adaptive Formulation-based Many-Objective Evolutionary Algorithm for Multi-Scenario Optimization in Data Enrichment. - Liang Fan; Xudong Feng; Handing Wang (CEC, 2021)

Improved Population Prediction Strategy for Dynamic Multi-Objective Optimization Algorithms Using Transfer Learning. - Zhening Liu; Handing Wang (CEC, 2021)

A Max-Min Ant System based on Decomposition for the Multi-Depot Cumulative Capacitated Vehicle Routing Problem. - Mengyi Niu; Ruochen Liu; Handing Wang (CEC, 2021)

Pareto-Based Bi-indicator Infill Sampling Criterion for Expensive Multiobjective Optimization. - Zhenshou Song; Handing Wang; Hongbin Xu (EMO, 2021)

Regression versus Classification for Predicting Feasibility in Offline Data- Driven Evolutionary Constrained Optimization. - Yongcun Liu; Handing Wang (SSCI, 2021)

A Bi-Population Based Multi-Objective Evolutionary Algorithm Using Hybrid Identification Method for Finding Knee Points. - Junfeng Tang; Handing Wang (SSCI, 2021)

Comparative empirical study on constraint handling in offline data-driven evolutionary optimization. - Pengfei Huang; Handing Wang (Appl. Soft Comput., 2021)

[Guest Editorial]. - Liang Feng 001; Handing Wang; Yew-Soon Ong; Kay Chen Tan; Yaochu Jin (IEEE Comput. Intell. Mag., 2021)

Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios. - Handing Wang; Liang Feng 001; Yaochu Jin; John Doherty (IEEE Comput. Intell. Mag., 2021)

Multi-stage dimension reduction for expensive sparse multi-objective optimization problems. - Zheng Tan; Handing Wang; Shulei Liu (Neurocomputing, 2021)

A noisy multi-objective optimization algorithm based on mean and Wiener filters. - Ruochen Liu; Yifan Li; Handing Wang; Jin Liu (Knowl. Based Syst., 2021)

A random forest assisted evolutionary algorithm using competitive neighborhood search for expensive constrained combinatorial optimization. - Lei Han; Handing Wang (Memetic Comput., 2021)

Offline data-driven evolutionary optimization based on tri-training. - Pengfei Huang; Handing Wang; Yaochu Jin (Swarm Evol. Comput., 2021)

A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms. - Linjun He; Hisao Ishibuchi; Anupam Trivedi; Handing Wang; Yang Nan 001; Dipti Srinivasan (IEEE Trans. Evol. Comput., 2021)

A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization. - Zhenshou Song; Handing Wang; Cheng He 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2021)

A surrogate-assisted evolutionary algorithm with hypervolume triggered fidelity adjustment for noisy multiobjective integer programming. - Shulei Liu; Handing Wang; Wen Yao (Appl. Soft Comput., 2022)

A framework for expensive many-objective optimization with Pareto-based bi-indicator infill sampling criterion. - Zhenshou Song; Handing Wang; Hongbin Xu (Memetic Comput., 2022)

A data augmentation based Kriging-assisted reference vector guided evolutionary algorithm for expensive dynamic multi-objective optimization. - Zhening Liu; Handing Wang (Swarm Evol. Comput., 2022)

An Approximated Gradient Sign Method Using Differential Evolution for Black-Box Adversarial Attack. - Chao Li 076; Handing Wang; Jun Zhang 052; Wen Yao; Tingsong Jiang (IEEE Trans. Evol. Comput., 2022)

A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification. - Shulei Liu; Handing Wang; Wei Peng 010; Wen Yao (IEEE Trans. Evol. Comput., 2022)

Effects of Pareto Set on the Performance of Problem Reformulation-Based Large-Scale Multiobjective Optimization Algorithms. - Haoran Gu; Handing Wang; Yaochu Jin (CEC, 2023)

Sparse Gate for Differentiable Architecture Search. - Liang Fan; Handing Wang (IJCNN, 2023)

Adversarial Training of Deep Neural Networks Guided by Texture and Structural Information. - Zhaoxin Wang; Handing Wang; Cong Tian; Yaochu Jin (ACM Multimedia, 2023)

Offline Data-Driven Mixed-Variable Optimization Algorithm Using a Step-Wise Strategy. - Yiteng Xu; Handing Wang (SSCI, 2023)

Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget. - Chao Li 076; Wen Yao; Handing Wang; Tingsong Jiang; Xiaoya Zhang (Appl. Soft Comput., 2023)

B2Opt: Learning to Optimize Black-box Optimization with Little Budget. - Xiaobin Li; Kai Wu 003; Xiaoyu Zhang 010; Handing Wang; Jing Liu 006 (CoRR, 2023)

Pre-trained transformer for adversarial purification. - Kai Wu 003; Yujian Betterest Li; Xiaoyu Zhang 010; Handing Wang; Jing Liu 006 (CoRR, 2023)

Adaptive momentum variance for attention-guided sparse adversarial attacks. - Chao Li 076; Wen Yao; Handing Wang; Tingsong Jiang (Pattern Recognit., 2023)

A two-stage evolutionary algorithm for noisy bi-objective optimization. - Nan Zheng; Handing Wang (Swarm Evol. Comput., 2023)

Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments. - Yapei Wu; Xingguang Peng; Handing Wang; Yaochu Jin; Demin Xu (IEEE Trans. Evol. Comput., 2023)

Surrogate-assisted hybrid evolutionary algorithm with local estimation of distribution for expensive mixed-variable optimization problems. - Yongcun Liu; Handing Wang (Appl. Soft Comput., 2023)

Surrogate-assisted multi-objective optimization via knee-oriented Pareto front estimation. - Junfeng Tang; Handing Wang; Lin Xiong (Swarm Evol. Comput., 2023)

Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization. - Zhening Liu; Handing Wang; Yaochu Jin (IEEE Trans. Cybern., 2023)

Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems. - Tuo Zhang; Handing Wang; Bo Yuan 006; Yaochu Jin; Xin Yao 001 (IEEE Trans. Evol. Comput., 2023)

A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained Optimization. - Zhenshou Song; Handing Wang; Yaochu Jin (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Surrogate-Assisted Differential Evolution With Adaptive Multisubspace Search for Large-Scale Expensive Optimization. - Haoran Gu; Handing Wang; Yaochu Jin (IEEE Trans. Evol. Comput., 2023)

Test Suites and Performance of Algorithms in Large-Scale Multiobjective Evolutionary Optimization. - Haoran Gu; Handing Wang; Jingjing Ma (CEC, 2024)

QRPatch: A Deceptive Texture-Based Black-Box Adversarial Attacks with Genetic Algorithm. - Chao Li 076; Wen Yao; Handing Wang; Tingsong Jiang; Donghua Wang; Jialiang Sun (CEC, 2024)

Infill Criterion Ensemble in Multi-Objective Evolutionary Algorithm for Mixed-Variable Problems. - Yongcun Liu; Handing Wang; Jingjing Ma (CEC, 2024)

Empirical Study on Averaging-based Noise-Tolerant Methods for Expensive Combinatorial Optimization. - Shulei Liu; Handing Wang; Wen Yao; Wei Peng 010; Jingjing Ma (CEC, 2024)

Multi-Population Evolutionary Algorithm via Seed Transfer for Multitasking Traveling Salesman Problem. - Haoyuan Lv; Ruochen Liu; Handing Wang (CEC, 2024)

Interpreting Multi-objective Evolutionary Algorithms via Sokoban Level Generation. - Qingquan Zhang; Yuchen Li; Yuhang Lin; Handing Wang; Jialin Liu 001 (CoG, 2024)

Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective. - Zhaoxin Wang; Handing Wang; Cong Tian; Yaochu Jin (ECCV (28), 2024)

Exploring Knowledge Transfer in Evolutionary Many-task Optimization: A Complex Network Perspective. - Yudong Yang; Kai Wu 003; Xiangyi Teng; Handing Wang; He Yu; Jing Liu 006 (GECCO Companion, 2024)

Pretrained Optimization Model for Zero-Shot Black Box Optimization. - Xiaobin Li; Kai Wu 003; Yujian Betterest Li; Xiaoyu Zhang 010; Handing Wang; Jing Liu 006 (NeurIPS, 2024)

Rapid Plug-in Defenders. - Kai Wu 003; Yujian Betterest Li; Jian Lou 001; Xiaoyu Zhang 010; Handing Wang; Jing Liu 006 (NeurIPS, 2024)

GLHF: General Learned Evolutionary Algorithm Via Hyper Functions. - Xiaobin Li; Kai Wu 003; Yujian Betterest Li; Xiaoyu Zhang 010; Handing Wang; Jing Liu 006 (CoRR, 2024)

Efficient adversarial training with multi-fidelity optimization for robust neural network. - Zhaoxin Wang; Handing Wang; Cong Tian; Yaochu Jin (Neurocomputing, 2024)

A noise-resistant infill sampling criterion in surrogate-assisted multi-objective evolutionary algorithms. - Nan Zheng; Handing Wang (Swarm Evol. Comput., 2024)

Formulating approximation error as noise in surrogate-assisted multi-objective evolutionary algorithm. - Nan Zheng; Handing Wang; Jialin Liu 001 (Swarm Evol. Comput., 2024)

A local correlation estimation surrogate-assisted bi-objective evolutionary algorithm for heterogeneous objectives. - Chenyan Gu; Handing Wang (Appl. Soft Comput., 2024)

Surrogate-Assisted Environmental Selection for Fast Hypervolume-Based Many-Objective Optimization. - Shulei Liu; Handing Wang; Wen Yao; Wei Peng 010 (IEEE Trans. Evol. Comput., 2024)

Higher Order Knowledge Transfer for Dynamic Community Detection With Great Changes. - Huixin Ma; Kai Wu 003; Handing Wang; Jing Liu 006 (IEEE Trans. Evol. Comput., 2024)

Adversarial attacks in computer vision: a survey. - Chao Li 076; Handing Wang; Wen Yao; Tingsong Jiang (J. Membr. Comput., 2024)

Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization. - Zhenshou Song; Handing Wang; Bing Xue 001; Mengjie Zhang 001; Yaochu Jin (IEEE Trans. Evol. Comput., 2024)

Rapidly Evolving Soft Robots via Action Inheritance. - Shulei Liu; Wen Yao; Handing Wang; Wei Peng 010; Yang Yang 123 (IEEE Trans. Evol. Comput., 2024)

Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature Selection. - Zhenshou Song; Handing Wang; Bing Xue 001; Mengjie Zhang 001 (IEEE Trans. Evol. Comput., 2024)

B2Opt: Learning to Optimize Black-box Optimization with Little Budget. - Xiaobin Li; Kai Wu 003; Xiaoyu Zhang 010; Handing Wang (AAAI, 2025)

Performance Study of Surrogate-Assisted Large-Scale Multiobjective Evolutionary Algorithms on GLSMOP Test Suite. - Haoran Gu; Cheng He 001; Handing Wang (CEC, 2025)

A Parallel Surrogate-Assisted Multi-Penalty Function Search for Simulation-Driven Antenna Design. - Jin Wang; Qingbin Guo; Haoran Gu; Handing Wang (CEC, 2025)

TSGGuide: Recommendation Guide for Multivariate Time Series Generation. - Beining Zhang; Kai Wu 003; Xiaoyu Zhang 010; Handing Wang; Jing Liu 006; Bei Wang; Kai Wang (WWW (Companion Volume), 2025)

Automated algorithm selection for black-box optimization using light gradient boosting machine. - Qingbin Guo; Handing Wang; Ye Tian 009 (Swarm Evol. Comput., 2025)

Dynamic instance sampling for multi-objective automatic algorithm configuration. - Yuchen Li; Handing Wang (Swarm Evol. Comput., 2025)

Balancing objective and switch cost for robust optimization over time. - Zhening Liu; Handing Wang (Swarm Evol. Comput., 2025)

Data Stream driven evolutionary algorithm for cost sensitive robust optimization over time. - Zhening Liu; Handing Wang; Jinliang Ding; Cuie Yang; Yaochu Jin (Swarm Evol. Comput., 2025)

Knee-oriented expensive many-objective optimization via aggregation-dominance: A multi-task perspective. - Junfeng Tang; Handing Wang; Yaochu Jin (Swarm Evol. Comput., 2025)

Knowledge-assisted evolutionary task scheduling for hierarchical multiagent systems with transferable surrogates. - Tonghao Wang; Xingguang Peng; Xiaokang Lei; Handing Wang; Yaochu Jin (Swarm Evol. Comput., 2025)

Optimizing Latent Variables in Integrating Transfer and Query Based Attack Framework. - Chao Li 076; Tingsong Jiang; Handing Wang; Wen Yao; Donghua Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Token-Level Constraint Boundary Search for Jailbreaking Text-to-Image Models. - Jiangtao Liu; Zhaoxin Wang; Handing Wang; Cong Tian; Yaochu Jin (CoRR, 2025)

ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models using Pareto High-quality Data. - Haoran Gu; Handing Wang; Yi Mei 001; Mengjie Zhang 001; Yaochu Jin (CoRR, 2025)

Conference Calendar [Conference Calendar]. - Leandro Lei Minku; Handing Wang (IEEE Comput. Intell. Mag., 2025)

One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models. - Haoran Gu; Handing Wang; Yi Mei 001; Mengjie Zhang 001; Yaochu Jin (CoRR, 2025)

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models. - Zhaoxin Wang; Handing Wang; Cong Tian; Yaochu Jin (CoRR, 2025)

Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition. - Linqiang Pan; Jianqing Lin; Handing Wang; Cheng He 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Evol. Comput., 2025)