Junhao Huang

12 papers A 1B 2Misc 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
LightMix: Multi-Objective Search for Lightweight Mixed-Scale Convolutional Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2025 B conf
Automated Design of Neural Networks for River Flow Prediction Using Weather Data.
PRICAI
Junhao Huang, Romain Chaput, Bing Xue, Ivy Liu, Ross Vennell, Mengjie Zhang
2025 J jnl
Automated design of neural networks with multi-scale convolutions via multi-path weight sampling.
Pattern Recognit.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2025 J jnl
Efficient perturbation-aware distinguishing score for zero-shot neural architecture search.
Appl. Soft Comput.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2025 A conf
Evolving Comprehensive Proxies for Zero-Shot Neural Architecture Search.
GECCO
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2024 J jnl
Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance.
IEEE Trans. Neural Networks Learn. Syst.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2023 — conf
Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation.
GECCO Companion
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2023 J jnl
Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification.
IEEE Trans. Evol. Comput.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2022 Misc conf
EDE-NAS: An Eclectic Differential Evolution Approach to Single-Path Neural Architecture Search.
AI
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2021 B conf
A Flexible Variable-length Particle Swarm Optimization Approach to Convolutional Neural Network Architecture Design.
CEC
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2021 J jnl
Joint Structure and Parameter Optimization of Multiobjective Sparse Neural Network.
Neural Comput.
Junhao Huang, Weize Sun, Lei Huang
2020 J jnl
Deep neural networks compression learning based on multiobjective evolutionary algorithms.
Neurocomputing
Junhao Huang, Weize Sun, Lei Huang