Junkai Ji

Orcid: 0000-0002-1985-938X

According to our database¹, Junkai Ji authored at least 61 papers between 2015 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Bibliography

2025

BoostSF-SHAP: Gradient boosting-based software for protein-ligand binding affinity prediction with explanations.

[BibT_eX]

[DOI]

Neurocomputing, 2025

2024

Satisfying Energy-Efficiency Constraints for Mobile Systems.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., December, 2024

Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Generating logic circuit classifiers from dendritic neural model via multi-objective optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2024

Dockformer: A transformer-based molecular docking paradigm for large-scale virtual screening.

[BibT_eX]

[DOI]

CoRR, 2024

TG-CDDPM: text-guided antimicrobial peptides generation based on conditional denoising diffusion probabilistic model.

[BibT_eX]

[DOI]

Briefings Bioinform., 2024

Personalized Federated Learning with Enhanced Implicit Generalization.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

TransMUSIC: A Transformer-Aided Subspace Method for DOA Estimation with Low-Resolution ADCS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Many Objectives Autonomous Robot Path Planning with Improved MOEA/D.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Multi-Stage Transfer Learning Evolutionary Algorithm for Dynamic Multiobjective Optimization.

[BibT_eX]

[DOI]

Qianhui Wang

Qingling Zhu

Junkai Ji

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

A Cooperative Co-Evolution Algorithm with Variable-Importance Grouping for Large-Scale Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Evolutionary Multiobjective Feature Selection Assisted by Unselected Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

AutoDock Koto: A Gradient Boosting Differential Evolution for Molecular Docking.

[BibT_eX]

[DOI]

Carlos A. Coello Coello

IEEE Trans. Evol. Comput., December, 2023

Competitive Decomposition-Based Multiobjective Architecture Search for the Dendritic Neural Model.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., November, 2023

MIX-TPI: a flexible prediction framework for TCR-pMHC interactions based on multimodal representations.

[BibT_eX]

[DOI]

Bioinform., August, 2023

Multi-objective evolving long-short term memory networks with attention for network intrusion detection.

[BibT_eX]

[DOI]

Appl. Soft Comput., May, 2023

A complex network-based firefly algorithm for numerical optimization and time series forecasting.

[BibT_eX]

[DOI]

Appl. Soft Comput., April, 2023

Noninvasive Cuffless Blood Pressure Estimation With Dendritic Neural Regression.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2023

A novel molecular docking program based on a multi-swarm competitive algorithm.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2023

Dendritic Neural Regression Model Trained by Chicken Swarm Optimization Algorithm for Bank Customer Churn Prediction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Adopting Autodock Koto for Virtual Screening of COVID-19.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

2022

SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets.

[BibT_eX]

[DOI]

Carlos A. Coello Coello

Maoguo Gong

IEEE Trans. Emerg. Top. Comput. Intell., 2022

A novel motion direction detection mechanism based on dendritic computation of direction-selective ganglion cells.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Intrusion detection using multi-objective evolutionary convolutional neural network for Internet of Things in Fog computing.

[BibT_eX]

[DOI]

Carlos A. Coello Coello

Knowl. Based Syst., 2022

A survey on machine learning models for financial time series forecasting.

[BibT_eX]

[DOI]

Neurocomputing, 2022

A survey on dendritic neuron model: Mechanisms, algorithms and practical applications.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Adopting a dendritic neural model for predicting stock price index movement.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

A cuckoo search algorithm with scale-free population topology.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Evolutionary Neural Architecture Design of Liquid State Machine for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Accuracy Versus Simplification in an Approximate Logic Neural Model.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

A novel surrogate-assisted evolutionary algorithm with an uncertainty grouping based infill criterion.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2021

Decomposition-based multiobjective optimization with bicriteria assisted adaptive operator selection.

[BibT_eX]

[DOI]

Carlos A. Coello Coello

Ka-Chun Wong

Swarm Evol. Comput., 2021

Artificial immune system training algorithm for a dendritic neuron model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Forecasting Wind Speed Time Series Via Dendritic Neural Regression.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2021

Transmission trend of the COVID-19 pandemic predicted by dendritic neural regression.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

Adaptive Self-Scaling Brain-Storm Optimization via a Chaotic Search Mechanism.

[BibT_eX]

[DOI]

Algorithms, 2021

Network Intrusion Detection by an Approximate Logic Neural Model.

[BibT_eX]

[DOI]

Jiajun Zhao

Qiuzhen Lin

Junkai Ji

Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

An Evolutionary Neuron Model with Dendritic Computation for Classification and Prediction.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2021

2020

Evaluating a dendritic neuron model for wind speed forecasting.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Incorporating a multiobjective knowledge-based energy function into differential evolution for protein structure prediction.

[BibT_eX]

[DOI]

Inf. Sci., 2020

A novel machine learning technique for computer-aided diagnosis.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2020

Decomposition-Based Multiobjective Evolutionary Optimization with Adaptive Multiple Gaussian Process Models.

[BibT_eX]

[DOI]

Complex., 2020

Evolutionary Dendritic Neural Model for Classification Problems.

[BibT_eX]

[DOI]

Complex., 2020

A Novel Angular-Guided Particle Swarm Optimizer for Many-Objective Optimization Problems.

[BibT_eX]

[DOI]

Complex., 2020

A multi-objective immune algorithm for intrusion feature selection.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

Improving Approximate Logic Neuron Model by Means of a Novel Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2020

A Novel Plastic Neural Model with Dendritic Computation for Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2020

2019

Approximate logic neuron model trained by states of matter search algorithm.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

An artificial bee colony algorithm search guided by scale-free networks.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Neurons with Multiplicative Interactions of Nonlinear Synapses.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2019

A Differential Evolution-Oriented Pruning Neural Network Model for Bankruptcy Prediction.

[BibT_eX]

[DOI]

Complex., 2019

Feature Selection Using an Improved Multi-objective Immune Algorithm for Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Self-adaptive Mechanism Embedded Gravitational Search Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 12th International Symposium on Computational Intelligence and Design, 2019

2018

A Pruning Neural Network Model in Credit Classification Analysis.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2018

Adoption of an improved PSO to explore a compound multi-objective energy function in protein structure prediction.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

A Novel Memetic Whale Optimization Algorithm for Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Galactic Gravitational Search Algorithm for Numerical Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

2017

Self-Adaptive Gravitational Search Algorithm With a Modified Chaotic Local Search.

[BibT_eX]

[DOI]

IEEE Access, 2017

2016

An approximate logic neuron model with a dendritic structure.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

A Breast Cancer Classifier Using a Neuron Model with Dendritic Nonlinearity.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2015

Junkai Ji

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