Yang Zhao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Role Taxonomy of Units in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 2023

De novo Drug Design using Reinforcement Learning with Multiple GPT Agents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

De novo Drug Design against SARS-CoV-2 Protein Targets using SMILES-based Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 11th International Conference on Information Technology: IoT and Smart City, 2023

2022

SS-SAM : Stochastic Scheduled Sharpness-Aware Minimization for Efficiently Training Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Neighborhood Region Smoothing Regularization for Finding Flat Minima in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Analyzing and Quantifying Generalization in Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Quantitative Effectiveness Assessment and Role Categorization of Individual Units in Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

2020

A topological approach to exploring convolutional neural networks.

[BibT_eX]

[DOI]