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Yang Li
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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
282021
Efficient automatic cash via rising bandits
Y Li, J Jiang, J Gao, Y Shao, C Zhang, B Cui
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4763-4771, 2020
162020
Graph attention multi-layer perceptron
W Zhang, Z Yin, Z Sheng, Y Li, W Ouyang, X Li, Y Tao, Z Yang, B Cui
arXiv preprint arXiv:2206.04355, 2022
142022
VolcanoML: speeding up end-to-end AutoML via scalable search space decomposition
Y Li, Y Shen, W Zhang, J Jiang, B Ding, Y Li, J Zhou, Z Yang, W Wu, ...
Proceedings of the VLDB Endowment, 2021
132021
Ease. ml: A lifecycle management system for machine learning
L Aguilar Melgar, D Dao, S Gan, NM Gürel, N Hollenstein, J Jiang, ...
Proceedings of the Annual Conference on Innovative Data Systems Research …, 2021
12*2021
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, 2020
102020
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
82021
Node Dependent Local Smoothing for Scalable Graph Learning
W Zhang, M Yang, Z Sheng, Y Li, W Ouyang, Y Tao, Z Yang, B Cui
Advances in Neural Information Processing Systems, 2021
72021
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
International World Wide Web Conference (WWW'22), 2022
42022
Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation
X Zhang, Z Chang, Y Li, H Wu, J Tan, F Li, B Cui
Proceedings of the VLDB Endowment, 2021
42021
Grain: Improving data efficiency of graph neural networks via diversified influence maximization
W Zhang, Z Yang, Y Wang, Y Shen, Y Li, L Wang, B Cui
Proceedings of the VLDB Endowment, 2021
42021
Gmlp: Building scalable and flexible graph neural networks with feature-message passing
W Zhang, Y Shen, Z Lin, Y Li, X Li, W Ouyang, Y Tao, Z Yang, B Cui
arXiv preprint arXiv:2104.09880, 2021
42021
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale
Y Li, Y Shen, H Jiang, W Zhang, J Li, J Liu, C Zhang, B Cui
Proceedings of the VLDB Endowment International Conference on Very Large …, 2022
32022
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
32021
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, C Bin
arXiv preprint arXiv:2110.10423, 2021
22021
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 & Data …, 2022
12022
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 & Data …, 2022
12022
AutoDC: an Automatic Machine Learning Framework for Disease Classification
Y Bai, Y Li, Y Shen, M Yang, W Zhang, B Cui
Bioinformatics, 2022
12022
Towards Dynamic and Safe Configuration Tuning for Cloud Databases
X Zhang, H Wu, Y Li, J Tan, F Li, B Cui
SIGMOD 2022, 2022
12022
Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCup
H Jiang, Y Shen, Y Li
technical report, 2021
12021
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Articles 1–20