Mengjie Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 600

Top Venues

CEC

IEEE Trans. Evol. Comput.

GECCO

CoRR

Publications

Huishan Qu, Gai-Ge Wang, Yun Li, Xin Qi, Mengjie Zhang
ConvFishNet: An efficient backbone for fish classification from composited underwater images. Inf. Sci. 679 (2024)
Mohamad Rimas, Mohamad Anfar, Qi Chen, Mengjie Zhang
Feature Selection for GPSR Based on Maximal Information Coefficient and Shapley Values. CEC (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Sharpness-Aware Minimization for Evolutionary Feature Construction in Regression. CoRR (2024)
Ruwang Jiao, Bing Xue, Mengjie Zhang
Solving Multiobjective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling. IEEE Trans. Evol. Comput. 28 (4) (2024)
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
Learning Traffic Signal Control via Genetic Programming. GECCO (2024)
Jiahong Wei, Bing Xue, Mengjie Zhang
EZUAS: Evolutionary Zero-shot U-shape Architecture Search for Medical Image Segmentation. GECCO (2024)
Jing J. Liang, Zexuan Yang, Ying Bi, Boyang Qu, Mengnan Liu, Bing Xue, Mengjie Zhang
A Multitree Genetic Programming-Based Feature Construction Approach to Crop Classification Using Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Bing Xue, Mengjie Zhang
Evolutionary Computation for Feature Selection and Feature Construction. GECCO Companion (2024)
Shaolin Wang, Yi Mei, Mengjie Zhang
A Preliminary Counterfactual Explanation Method for Genetic Programming-Evolved Rules: A Case Study on Uncertain Capacitated Arc Routing Problem. GECCO Companion (2024)
Taran Cyriac John, Qurrat Ul Ain, Harith Al-Sahaf, Mengjie Zhang
Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach. EvoApplications@EvoStar (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
A geometric semantic macro-crossover operator for evolutionary feature construction in regression. Genet. Program. Evolvable Mach. 25 (1) (2024)
Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang
Genetic-based Constraint Programming for Resource Constrained Job Scheduling. GECCO (2024)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection. IEEE Comput. Intell. Mag. 19 (1) (2024)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach. GECCO (2024)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
Bridging directed acyclic graphs to linear representations in linear genetic programming: a case study of dynamic scheduling. Genet. Program. Evolvable Mach. 25 (1) (2024)
Cuie Yang, Bing Xue, Kay Chen Tan, Mengjie Zhang
A Co-Training Framework for Heterogeneous Heuristic Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Multitree Genetic Programming With Feature-Based Transfer Learning for Symbolic Regression on Incomplete Data. IEEE Trans. Cybern. 54 (7) (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Bias-Variance Decomposition: An Effective Tool to Improve Generalization of Genetic Programming-based Evolutionary Feature Construction for Regression. GECCO (2024)
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification. IEEE Trans. Evol. Comput. 28 (3) (2024)
Haitong Zhao, Changsheng Zhang, Bing Xue, Mengjie Zhang, Bin Zhang
A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation. IEEE Trans. Evol. Comput. 28 (3) (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
A Semantic-based Hoist Mutation Operator for Evolutionary Feature Construction in Regression [Hot off the Press]. GECCO Companion (2024)
Ruwang Jiao, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges. IEEE Trans. Evol. Comput. 28 (4) (2024)
Qinyu Wang, Ying Bi, Bing Xue, Mengjie Zhang
Genetic Programming with Aggregate Channel Features for Flower Localization Using Limited Training Data. EvoApplications@EvoStar (2024)
Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang
Fast and Efficient Local Search for Genetic Programming Based Loss Function Learning. CoRR (2024)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Exploring Genetic Programming Models in Computer-Aided Diagnosis of Skin Cancer Images. CEC (2024)
Gonglin Yuan, Bing Xue, Mengjie Zhang
An evolutionary neural architecture search method based on performance prediction and weight inheritance. Inf. Sci. 667 (2024)
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
A genetic programming-based method for image classification with small training data. Knowl. Based Syst. 283 (2024)
Luyao Zhu, Fangfang Zhang, Mengyuan Feng, Ke Chen, Xiaodong Zhu, Mengjie Zhang
Crossover Operators Between Multiple Scheduling Heuristics with Genetic Programming for Dynamic Flexible Job Shop Scheduling. CEC (2024)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
Genetic Programming and Reinforcement Learning on Learning Heuristics for Dynamic Scheduling: A Preliminary Comparison. IEEE Comput. Intell. Mag. 19 (2) (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression. EuroGP (2024)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Consistent Lebesgue Measure for Multi-label Learning. CoRR (2024)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Automatically Evolving Interpretable Feature Vectors Using Genetic Programming for an Ensemble Classifier in Skin Cancer Detection. IEEE Comput. Intell. Mag. 19 (3) (2024)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling. IEEE Trans. Evol. Comput. 28 (1) (2024)
Yifan Yang, Aaron Chen, Hui Ma, Sven Hartmann, Mengjie Zhang
Enhancing generalization in genetic programming hyper-heuristics through mini-batch sampling strategies for dynamic workflow scheduling. Inf. Sci. 678 (2024)
Chunyu Wang, Qi Chen, Bing Xue, Mengjie Zhang
Multi-task Genetic Programming with Semantic based Crossover for Multi-output Regression. GECCO Companion (2024)
Shaolin Wang, Yi Mei, Mengjie Zhang
Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems. IEEE Trans. Evol. Comput. 28 (4) (2024)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Genetic Programming for Feature Selection Based on Feature Removal Impact in High-Dimensional Symbolic Regression. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Kaan Demir, Bach Hoai Nguyen, Jeremy S. Rooney, Bing Xue, Mengjie Zhang, Kirill Lagutin, Andrew MacKenzie, Keith C. Gordon, Daniel P. Killeen
Improving Inference of Biochemical Composition in Marine Biomass via Genetic Algorithm-Based Feature Selection on Raman Spectroscopic Data. CEC (2024)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Constrained Competitive Swarm Optimizer With an SVM-Based Surrogate Model for Feature Selection. IEEE Trans. Evol. Comput. 28 (1) (2024)
Matthew Harper, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang
Evaluating Machine Learning Techniques for Predicting Salinity. CEC (2024)
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
Guest Editorial Evolutionary Neural Architecture Search. IEEE Trans. Evol. Comput. 28 (3) (2024)
Xiangning Xie, Yanan Sun, Yuqiao Liu, Mengjie Zhang, Kay Chen Tan
Architecture Augmentation for Performance Predictor via Graph Isomorphism. IEEE Trans. Cybern. 54 (3) (2024)
Kaan Demir, Bach Nguyen, Bing Xue, Mengjie Zhang
Evolutionary Sparse Coding and Graph Regularisation for Embedded Multi-label Feature Selection. GECCO Companion (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)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Evolutionary Label Selection for Multi-label Classification. CEC (2024)
Nan Li, Lianbo Ma, Guo Yu, Bing Xue, Mengjie Zhang, Yaochu Jin
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues. ACM Comput. Surv. 56 (2) (2024)
Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang
Meta-Learning Neural Procedural Biases. CoRR (2024)
Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang
Genetic-based Constraint Programming for Resource Constrained Job Scheduling. CoRR (2024)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
Multi-Representation Genetic Programming: A Case Study on Tree-based and Linear Representations. CoRR (2024)
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
Learning Traffic Signal Control via Genetic Programming. CoRR (2024)
Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang
Genetic Programming for Document Classification: A Transductive Transfer Learning System. IEEE Trans. Cybern. 54 (2) (2024)
Shihui Liu, Meiping Song, Bing Xue, Chein-I Chang, Mengjie Zhang
Hyperspectral Real-Time Local Anomaly Detection Based on Finite Markov via Line-by-Line Processing. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Bin Wang, Wenbin Pei, Bing Xue, Mengjie Zhang
A Multiobjective Genetic Algorithm to Evolving Local Interpretable Model-Agnostic Explanations for Deep Neural Networks in Image Classification. IEEE Trans. Evol. Comput. 28 (4) (2024)
Zai-Xing Sun, Fangfang Zhang, Yi Mei, Hejiao Huang, Chonglin Gu, Bin Qian, Mengjie Zhang
Evolving Scheduling Heuristics for Energy-Efficient Dynamic Workflow Scheduling in Cloud via Genetic Programming Hyper-Heuristics. ICIC (1) (2024)
Harith Al-Sahaf, Pablo Mesejo, Ying Bi, Mengjie Zhang
Evolutionary deep learning for computer vision and image processing. Appl. Soft Comput. 151 (2024)
Tuo Zhang, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang
Decomposition-based Multi-objective Genetic Programming for Feature Learning in Image Classification. GECCO Companion (2024)
Ying Bi, Bing Xue, Mengjie Zhang
Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification. IEEE Trans. Evol. Comput. 28 (2) (2024)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job-Shop Scheduling. IEEE Trans. Cybern. 53 (7) (2023)
Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Relieving Genetic Programming from Coefficient Learning for Symbolic Regression via Correlation and Linear Scaling. GECCO (2023)
An-Da Li, Bing Xue, Mengjie Zhang
Multi-objective particle swarm optimization for key quality feature selection in complex manufacturing processes. Inf. Sci. 641 (2023)
Emrah Hancer, Bing Xue, Mengjie Zhang
An evolutionary filter approach to feature selection in classification for both single- and multi-objective scenarios. Knowl. Based Syst. 280 (2023)
Carl McMillan, Junhong Zhao, Bing Xue, Ross Vennell, Mengjie Zhang
Improving Buoy Detection with Deep Transfer Learning for Mussel Farm Automation. IVCNZ (2023)
Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang
Fast and Efficient Local-Search for Genetic Programming Based Loss Function Learning. GECCO (2023)
Ruwang Jiao, Bing Xue, Mengjie Zhang
Benefiting From Single-Objective Feature Selection to Multiobjective Feature Selection: A Multiform Approach. IEEE Trans. Cybern. 53 (12) (2023)
Cuie Yang, Yiu-Ming Cheung, Jinliang Ding, Kay Chen Tan, Bing Xue, Mengjie Zhang
Contrastive Learning Assisted-Alignment for Partial Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
A Semantic Genetic Programming Approach to Evolving Heuristics for Multi-objective Dynamic Scheduling. AI (2) (2023)
Hua Yu, Xuanzhe Fan, Yaqing Hou, Wenbin Pei, Hongwei Ge, Xin Yang, Dongsheng Zhou, Qiang Zhang, Mengjie Zhang
Toward Realistic 3D Human Motion Prediction With a Spatio-Temporal Cross- Transformer Approach. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling. AI (2) (2023)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
A Double Lexicase Selection Operator for Bloat Control in Evolutionary Feature Construction for Regression. GECCO (2023)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Automatically Choosing Selection Operator Based on Semantic Information in Evolutionary Feature Construction. PRICAI (2) (2023)
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling. IEEE Trans. Evol. Comput. 27 (5) (2023)
Ying Bi, Bing Xue, Mengjie Zhang
Instance Selection-Based Surrogate-Assisted Genetic Programming for Feature Learning in Image Classification. IEEE Trans. Cybern. 53 (2) (2023)
Meng Xu, Yi Mei, Shiqiang Zhu, Beibei Zhang, Tian Xiang, Fangfang Zhang, Mengjie Zhang
Genetic Programming for Dynamic Workflow Scheduling in Fog Computing. IEEE Trans. Serv. Comput. 16 (4) (2023)
Peng Wang, Bing Xue, Jing Liang, Mengjie Zhang
Feature Selection Using Diversity-Based Multi-objective Binary Differential Evolution. Inf. Sci. 626 (2023)
Peng Wang, Bing Xue, Jing Liang, Mengjie Zhang
Multiobjective Differential Evolution for Feature Selection in Classification. IEEE Trans. Cybern. 53 (7) (2023)
David Knox, Bing Xue, Mengjie Zhang, Jeromy Cuff
Measuring Ground Cover in Long Term Hill Country Photography using Weakly Supervised Convolutional Neural Networks. IVCNZ (2023)
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 27 (6) (2023)
Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang
Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Peng Zeng, Xiaotian Song, Andrew Lensen, Yuwei Ou, Yanan Sun, Mengjie Zhang, Jiancheng Lv
Differentiable Genetic Programming for High-dimensional Symbolic Regression. CoRR (2023)
Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang
Online Loss Function Learning. CoRR (2023)
Gonglin Yuan, Bing Xue, Mengjie Zhang
An Effective One-Shot Neural Architecture Search Method with Supernet Fine-Tuning for Image Classification. GECCO (2023)
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification. IEEE Trans. Evol. Comput. 27 (5) (2023)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection. GECCO Companion (2023)
Hamish O'Keeffe, Bing Xue, Mengjie Zhang, Nicola Hawes, Cris Lovell-Smith
Real-Time Instance Segmentation Techniques using Neural Networks for the Assessment of Green-Lipped Mussels. IVCNZ (2023)
Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming. AusDM (2023)
Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang
Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse. IEEE Trans. Evol. Comput. 27 (3) (2023)
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Kay Chen Tan
A Survey on Evolutionary Neural Architecture Search. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Mohamad Rimas, Qi Chen, Mengjie Zhang
Bloating Reduction in Symbolic Regression Through Function Frequency-Based Tree Substitution in Genetic Programming. AI (2) (2023)
Carl McMillan, Junhong Zhao, Bing Xue, Ross Vennell, Mengjie Zhang
Improving Buoy Detection with Deep Transfer Learning for Mussel Farm Automation. CoRR (2023)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
MAP-Elites for Genetic Programming-Based Ensemble Learning: An Interactive Approach [AI-eXplained]. IEEE Comput. Intell. Mag. 18 (4) (2023)
Peng Wang, Bing Xue, Jing Liang, Mengjie Zhang
Differential Evolution With Duplication Analysis for Feature Selection in Classification. IEEE Trans. Cybern. 53 (10) (2023)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming. IEEE Trans. Cybern. 53 (5) (2023)
Peng Wang, Bing Xue, Jing J. Liang, Mengjie Zhang
Feature clustering-Assisted feature selection with differential evolution. Pattern Recognit. 140 (2023)
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
Learning to Select Initialisation Heuristic for Vehicle Routing Problems. GECCO (2023)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO. GECCO (2023)
Dylon Zeng, Ying Bi, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang
A New Genetic Programming-Based Approach to Object Detection in Mussel Farm Images. IVCNZ (2023)
Yi Mei, Qi Chen, Andrew Lensen, Bing Xue, Mengjie Zhang
Explainable Artificial Intelligence by Genetic Programming: A Survey. IEEE Trans. Evol. Comput. 27 (3) (2023)
Bing Xue, Mengjie Zhang
Evolutionary Computation for Feature Selection and Feature Construction. GECCO Companion (2023)
Siyi Li, Yanan Sun, Gary G. Yen, Mengjie Zhang
Automatic Design of Convolutional Neural Network Architectures Under Resource Constraints. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation. GECCO Companion (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mengjie Zhang