2024
Architecture Augmentation for Performance Predictor via Graph Isomorphism.
IEEE Trans. Cybern., March, 2024

2023
A Survey on Evolutionary Neural Architecture Search.
IEEE Trans. Neural Networks Learn. Syst., February, 2023

2022
BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search.
IEEE Trans. Evol. Comput., 2022

DAS: Neural Architecture Search via Distinguishing Activation Score.
CoRR, 2022

Architecture Augmentation for Performance Predictor Based on Graph Isomorphism.
CoRR, 2022

Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms.
IEEE Trans. Evol. Comput., 2021

Evolving Deep Neural Networks for Collaborative Filtering.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Homogeneous Architecture Augmentation for Neural Predictor.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
A Survey on Evolutionary Neural Architecture Search.
CoRR, 2020

Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020