Binxin Ru
University of Oxford
H-index: 13
Europe-United Kingdom
Top articles of Binxin Ru
Construction of hierarchical neural architecture search spaces based on context-free grammars
Advances in Neural Information Processing Systems
2024/2/13
Bayesian Optimisation of Functions on Graphs
Advances in Neural Information Processing Systems
2024/2/13
Large model emulation by knowledge distillation based nas
2023/7/27
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS “Cold-Start”
Proceedings of the AAAI Conference on Artificial Intelligence
2023/6/26
Bayesian Quadrature for Neural Ensemble Search
arXiv preprint arXiv:2303.08874
2023/3/15
Neural architecture search: Insights from 1000 papers
arXiv preprint arXiv:2301.08727
2023/1/20
Towards discovering neural architectures from scratch
2022/9/29
Bayesian generational population-based training
2022/9/19
Learning to identify top elo ratings: A dueling bandits approach
Proceedings of the AAAI Conference on Artificial Intelligence
2022/6/28
Maximum Entropy Approach to Massive Graph Spectrum Learning with Applications
Algorithms
2022/6/15
On redundancy and diversity in cell-based neural architecture search
arXiv preprint arXiv:2203.08887
2022/3/16
Xingchen Wan
H-Index: 2
Binxin Ru
H-Index: 6
Approximate neural architecture search via operation distribution learning
2022
Xingchen Wan
H-Index: 2
Binxin Ru
H-Index: 6
DARTS without a validation set: Optimizing the marginal likelihood
arXiv preprint arXiv:2112.13023
2021/12/24
Adversarial attacks on graph classifiers via bayesian optimisation
Advances in Neural Information Processing Systems
2021/12/6
How powerful are performance predictors in neural architecture search?
Advances in Neural Information Processing Systems
2021/12/6
AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family
arXiv preprint arXiv:2111.03555
2021/11/5
Binxin Ru
H-Index: 6
Dha: End-to-end joint optimization of data augmentation policy, hyper-parameter and architecture
Transactions on Machine Learning Research
2022/10/21
Attacking Graph Classification via Bayesian Optimisation
2021/6/18
Think global and act local: Bayesian optimisation over high-dimensional categorical and mixed search spaces
International Conference on Machine Learning (ICML)
2021/12/14
Speedy Performance Estimation for Neural Architecture Search
Advances in Neural Information Processing Systems, 2021
2021
Co-Authors
