Cai R - Search Results

1

On the probability of necessity and sufficiency of explaining Graph Neural Networks: A lower bound optimization approach.

Cai R, Zhu Y, Chen X, Fang Y, Wu M, Qiao J, Hao Z. Cai R, et al. Neural Netw. 2024 Dec 24;184:107065. doi: 10.1016/j.neunet.2024.107065. Online ahead of print. Neural Netw. 2024. PMID: 39733700

2

Unifying invariant and variant features for graph out-of-distribution via probability of necessity and sufficiency.

Chen X, Cai R, Zheng K, Jiang Z, Huang Z, Hao Z, Li Z. Chen X, et al. Among authors: cai r. Neural Netw. 2024 Dec 20;184:107044. doi: 10.1016/j.neunet.2024.107044. Online ahead of print. Neural Netw. 2024. PMID: 39721104

3

Causal gene identification using combinatorial V-structure search.

Cai R, Zhang Z, Hao Z. Cai R, et al. Neural Netw. 2013 Jul;43:63-71. doi: 10.1016/j.neunet.2013.01.025. Epub 2013 Feb 9. Neural Netw. 2013. PMID: 23500501

4

A subgraph-representation-based method for answering complex questions over knowledge bases.

Hao Z, Wu B, Wen W, Cai R. Hao Z, et al. Among authors: cai r. Neural Netw. 2019 Nov;119:57-65. doi: 10.1016/j.neunet.2019.07.014. Epub 2019 Jul 26. Neural Netw. 2019. PMID: 31376638

5

Multi-context aware user-item embedding for recommendation.

Wu B, Wen W, Hao Z, Cai R. Wu B, et al. Among authors: cai r. Neural Netw. 2020 Apr;124:86-94. doi: 10.1016/j.neunet.2020.01.008. Epub 2020 Jan 20. Neural Netw. 2020. PMID: 31982675

6

A causal discovery algorithm based on the prior selection of leaf nodes.

Zeng Y, Hao Z, Cai R, Xie F, Ou L, Huang R. Zeng Y, et al. Among authors: cai r. Neural Netw. 2020 Apr;124:130-145. doi: 10.1016/j.neunet.2019.12.020. Epub 2020 Jan 7. Neural Netw. 2020. PMID: 31991308

7

FOM: Fourth-order moment based causal direction identification on the heteroscedastic data.

Cai R, Ye J, Qiao J, Fu H, Hao Z. Cai R, et al. Neural Netw. 2020 Apr;124:193-201. doi: 10.1016/j.neunet.2020.01.006. Epub 2020 Jan 20. Neural Netw. 2020. PMID: 32018157

8

Dual-dropout graph convolutional network for predicting synthetic lethality in human cancers.

Cai R, Chen X, Fang Y, Wu M, Hao Y. Cai R, et al. Bioinformatics. 2020 Aug 15;36(16):4458-4465. doi: 10.1093/bioinformatics/btaa211. Bioinformatics. 2020. PMID: 32221609

9

Semi-supervised disentangled framework for transferable named entity recognition.

Hao Z, Lv D, Li Z, Cai R, Wen W, Xu B. Hao Z, et al. Among authors: cai r. Neural Netw. 2021 Mar;135:127-138. doi: 10.1016/j.neunet.2020.11.017. Epub 2020 Dec 13. Neural Netw. 2021. PMID: 33383527

10

Factorizing time-heterogeneous Markov transition for temporal recommendation.

Wen W, Wang W, Hao Z, Cai R. Wen W, et al. Among authors: cai r. Neural Netw. 2023 Feb;159:84-96. doi: 10.1016/j.neunet.2022.11.032. Epub 2022 Dec 9. Neural Netw. 2023. PMID: 36543067

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