オープン アクセスを義務付けられた論文 - Yu Shen詳細
一般公開: 15 件
Openbox: A generalized black-box optimization service
Y Li, Y Shen, W Zhang, Y Chen, H Jiang, M Liu, J Jiang, J Gao, W Wu, ...
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
委任: National Natural Science Foundation of China
Pasca: A graph neural architecture search system under the scalable paradigm
W Zhang, Y Shen, Z Lin, Y Li, X Li, W Ouyang, Y Tao, Z Yang, B Cui
Proceedings of the ACM Web Conference 2022, 1817-1828, 2022
委任: National Natural Science Foundation of China
VolcanoML: speeding up end-to-end AutoML via scalable search space decomposition
Y Li, Y Shen, W Zhang, C Zhang, B Cui
The VLDB Journal 32 (2), 389-413, 2023
委任: Swiss National Science Foundation, National Natural Science Foundation of …
Alg: Fast and accurate active learning framework for graph convolutional networks
W Zhang, Y Shen, Y Li, L Chen, Z Yang, B Cui
Proceedings of the 2021 international conference on management of data, 2366 …, 2021
委任: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Proxybo: Accelerating neural architecture search via bayesian optimization with zero-cost proxies
Y Shen, Y Li, J Zheng, W Zhang, P Yao, J Li, S Yang, J Liu, B Cui
Proceedings of the AAAI conference on artificial intelligence 37 (8), 9792-9801, 2023
委任: National Natural Science Foundation of China
NAFS: a simple yet tough-to-beat baseline for graph representation learning
W Zhang, Z Sheng, M Yang, Y Li, Y Shen, Z Yang, B Cui
International Conference on Machine Learning, 26467-26483, 2022
委任: National Natural Science Foundation of China
Mfes-hb: Efficient hyperband with multi-fidelity quality measurements
Y Li, Y Shen, J Jiang, J Gao, C Zhang, B Cui
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8491-8500, 2021
委任: National Natural Science Foundation of China
ROD: reception-aware online distillation for sparse graphs
W Zhang, Y Jiang, Y Li, Z Sheng, Y Shen, X Miao, L Wang, Z Yang, B Cui
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
委任: National Natural Science Foundation of China
Transbo: Hyperparameter optimization via two-phase transfer learning
Y Li, Y Shen, H Jiang, W Zhang, Z Yang, C Zhang, B Cui
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
委任: National Natural Science Foundation of China
Deep and flexible graph neural architecture search
W Zhang, Z Lin, Y Shen, Y Li, Z Yang, B Cui
International Conference on Machine Learning, 26362-26374, 2022
委任: National Natural Science Foundation of China
Transfer learning based search space design for hyperparameter tuning
Y Li, Y Shen, H Jiang, T Bai, W Zhang, C Zhang, B Cui
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
委任: National Natural Science Foundation of China
Rover: An online Spark SQL tuning service via generalized transfer learning
Y Shen, X Ren, Y Lu, H Jiang, H Xu, D Peng, Y Li, W Zhang, B Cui
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
委任: National Natural Science Foundation of China
AutoDC: an automatic machine learning framework for disease classification
Y Bai, Y Li, Y Shen, M Yang, W Zhang, B Cui
Bioinformatics 38 (13), 3415-3421, 2022
委任: National Natural Science Foundation of China
Openbox: A Python toolkit for generalized black-box optimization
H Jiang, Y Shen, Y Li, B Xu, S Du, W Zhang, C Zhang, B Cui
Journal of Machine Learning Research 25 (120), 1-11, 2024
委任: National Natural Science Foundation of China
Divbo: diversity-aware cash for ensemble learning
Y Shen, Y Lu, Y Li, Y Tu, W Zhang, B Cui
Advances in Neural Information Processing Systems 35, 2958-2971, 2022
委任: National Natural Science Foundation of China
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