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Qingquan Song
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Year
Auto-keras: An efficient neural architecture search system
H Jin, Q Song, X Hu
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
1103*2019
Tensor completion algorithms in big data analytics
Q Song, H Ge, J Caverlee, X Hu
ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (1), 1-48, 2019
2522019
Auto-gnn: Neural architecture search of graph neural networks
K Zhou, X Huang, Q Song, R Chen, X Hu
Frontiers in big Data 5, 1029307, 2022
1582022
Towards explanation of dnn-based prediction with guided feature inversion
M Du, N Liu, Q Song, X Hu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1462018
Graph recurrent networks with attributed random walks
X Huang, Q Song, Y Li, X Hu
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
1032019
Towards automated neural interaction discovery for click-through rate prediction
Q Song, D Cheng, H Zhou, J Yang, Y Tian, X Hu
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
852020
Multi-aspect streaming tensor completion
Q Song, X Huang, H Ge, J Caverlee, X Hu
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
712017
Autokeras: An automl library for deep learning
H Jin, F Chollet, Q Song, X Hu
Journal of Machine Learning Research 24 (6), 1-6, 2023
622023
Techniques for automated machine learning
YW Chen, Q Song, X Hu
ACM SIGKDD Explorations Newsletter 22 (2), 35-50, 2021
502021
Exploring expert cognition for attributed network embedding
X Huang, Q Song, J Li, X Hu
Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018
472018
Multi-channel graph neural networks
K Zhou, Q Song, X Huang, D Zha, N Zou, X Hu
International Joint Conferences on Artificial Intelligence, 2020
42*2020
Multi-label adversarial perturbations
Q Song, H Jin, X Huang, X Hu
2018 IEEE International Conference on Data Mining (ICDM), 1242-1247, 2018
352018
Large-scale heterogeneous feature embedding
X Huang, Q Song, F Yang, X Hu
Proceedings of the AAAI conference on artificial intelligence 33 (01), 3878-3885, 2019
302019
Geometric Graph Representation Learning via Maximizing Rate Reduction
X Han, Z Jiang, N Liu, Q Song, J Li, X Hu
The Web Conference (WWW), 2022
222022
Automated Machine Learning in Action
Q Song, H Jin, X Hu
Manning Publications, 2022
202022
Autorec: An automated recommender system
TH Wang, X Hu, H Jin, Q Song, X Han, Z Liu
Proceedings of the 14th ACM Conference on Recommender Systems, 582-584, 2020
202020
Subarchitecture ensemble pruning in neural architecture search
Y Bian, Q Song, M Du, J Yao, H Chen, X Hu
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7928-7936, 2021
182021
Towards Interaction Detection Using Topological Analysis on Neural Networks
Z Liu, Q Song, K Zhou, TH Wang, Y Shan, X Hu
Advances in Neural Information Processing Systems 33, 6390-6401, 2020
17*2020
Coupled variational recurrent collaborative filtering
Q Song, S Chang, X Hu
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
132019
On robustness of neural architecture search under label noise
YW Chen, Q Song, X Liu, PS Sastry, X Hu
Frontiers in big Data 3, 2, 2020
112020
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Articles 1–20