Junhao Huang

According to our database, Junhao Huang authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Automated design of neural networks with multi-scale convolutions via multi-path weight sampling.

Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen

Pattern Recognit., 2025

Evolving Comprehensive Proxies for Zero-Shot Neural Architecture Search.

Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang

Proceedings of the Genetic and Evolutionary Computation Conference, 2025

2024

Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance.

Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen

IEEE Trans. Neural Networks Learn. Syst., October, 2024

2023

Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification.

Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen

IEEE Trans. Evol. Comput., October, 2023

Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation.

Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

EDE-NAS: An Eclectic Differential Evolution Approach to Single-Path Neural Architecture Search.

Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

Joint Structure and Parameter Optimization of Multiobjective Sparse Neural Network.

Junhao Huang, Weize Sun, Lei Huang

Neural Comput., 2021

A Flexible Variable-length Particle Swarm Optimization Approach to Convolutional Neural Network Architecture Design.

Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Deep neural networks compression learning based on multiobjective evolutionary algorithms.

Junhao Huang, Weize Sun, Lei Huang

Neurocomputing, 2020