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Keith G. Mills
Keith G. Mills
PhD. Candidate, Department of Electrical and Computer Engineering, University of Alberta
在 ualberta.ca 的电子邮件经过验证 - 首页
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Android malware detection based on factorization machine
C Li, K Mills, D Niu, R Zhu, H Zhang, H Kinawi
IEEE Access 7, 184008-184019, 2019
842019
Generative Adversarial Neural Architecture Search
SSC Rezaei, FX Han, D Niu, M Salameh, K Mills, S Lian, W Lu, S Jui
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
112021
Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search
KG Mills, FX Han, J Zhang, SS Changiz Rezaei, F Chudak, W Lu, S Lian, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
82021
L2NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning
KG Mills, FX Han, M Salameh, SS Changiz Rezaei, L Kong, W Lu, S Lian, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
72021
Exploring Neural Architecture Search Space via Deep Deterministic Sampling
KG Mills, M Salameh, D Niu, FX Han, SSC Rezaei, H Yao, W Lu, S Lian, ...
IEEE Access 9, 110962-110974, 2021
72021
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning
S Lu, B Liu, KG Mills, S JUI, D Niu
International Conference on Learning Representations, 2021
62021
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification
KG Mills, D Niu, M Salameh, W Qiu, FX Han, P Liu, J Zhang, W Lu, S Jui
In Proceedings of the Thirty-Seventh AAAI Conference on Artificial …, 2022
42022
GENNAPE: Towards Generalized Neural Architecture Performance Estimators
KG Mills, FX Han, J Zhang, F Chudak, AS Mamaghani, M Salameh, W Lu, ...
In Proceedings of the Thirty-Seventh AAAI Conference on Artificial …, 2022
42022
GOAt: Explaining Graph Neural Networks via Graph Output Attribution
S Lu, KG Mills, J He, B Liu, D Niu
arXiv preprint arXiv:2401.14578, 2024
12024
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution
M Salameh, KG Mills, N Hassanpour, FX Han, S Zhang, W Lu, S Jui, ...
Thirty-seventh Conference on Neural Information Processing Systems, 2023
12023
A General-Purpose Transferable Predictor for Neural Architecture Search
FX Han, KG Mills, F Chudak, P Riahi, M Salameh, J Zhang, W Lu, S Jui, ...
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
12023
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time
S Lu, B Liu, KG Mills, J He, D Niu
arXiv preprint arXiv:2405.01762, 2024
2024
Building Optimal Neural Architectures using Interpretable Knowledge
KG Mills, FX Han, M Salameh, S Lu, C Zhou, J He, F Sun, D Niu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
2024
METHOD OF NEURAL ARCHITECTURE SEARCH USING CONTINUOUS ACTION REINFORCEMENT LEARNING
M Salameh, KG Mills, D Niu
US Patent App. 17/488,796, 2023
2023
On the Application of Continuous Deterministic Reinforcement Learning in Neural Architecture Search
KG Mills
MSc. Thesis, Department of Electrical and Computer Engineering, University …, 2021
2021
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