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2020 1
2022 2
2023 2
2024 2

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PME: pruning-based multi-size embedding for recommender systems.
Liu Z, Song Q, Li L, Choi SH, Chen R, Hu X. Liu Z, et al. Among authors: song q. Front Big Data. 2023 Jun 15;6:1195742. doi: 10.3389/fdata.2023.1195742. eCollection 2023. Front Big Data. 2023. PMID: 37397622 Free PMC article.
Subarchitecture Ensemble Pruning in Neural Architecture Search.
Bian Y, Song Q, Du M, Yao J, Chen H, Hu X. Bian Y, et al. Among authors: song q. IEEE Trans Neural Netw Learn Syst. 2022 Dec;33(12):7928-7936. doi: 10.1109/TNNLS.2021.3085299. Epub 2022 Nov 30. IEEE Trans Neural Netw Learn Syst. 2022. PMID: 34143741
Auto-GNN: Neural architecture search of graph neural networks.
Zhou K, Huang X, Song Q, Chen R, Hu X. Zhou K, et al. Among authors: song q. Front Big Data. 2022 Nov 17;5:1029307. doi: 10.3389/fdata.2022.1029307. eCollection 2022. Front Big Data. 2022. PMID: 36466713 Free PMC article.
On Robustness of Neural Architecture Search Under Label Noise.
Chen YW, Song Q, Liu X, Sastry PS, Hu X. Chen YW, et al. Among authors: song q. Front Big Data. 2020 Feb 11;3:2. doi: 10.3389/fdata.2020.00002. eCollection 2020. Front Big Data. 2020. PMID: 33693377 Free PMC article.