Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Estimation and inference in directed acyclic graphical models for biological networks
Shen, X. T., Li, L., Pan, W. & Yang, T.
NIH NAT'L INSTITUTE ON AGING (NIA)
4/1/22 → 1/31/25
Project: Research project
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Causal and integrative deep learning for Alzheimer's disease genetics
NIH NAT'L INSTITUTE ON AGING (NIA)
9/15/21 → 8/31/26
Project: Research project
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Estimation and Inference of Gene Regulatory Networks
Shen, X. T., Albert, F. W. & Pan, W.
NIH NIGMS NATL INST OF GENERAL
9/15/17 → 8/31/24
Project: Research project
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Significance Tests of Feature Relevance for a Black-Box Learner
Dai, B., Shen, X. & Pan, W., Feb 1 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 1898-1911 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A hierarchical ensemble causal structure learning approach for wafer manufacturing
Yang, Y., Bom, S. & Shen, X., 2023, (Accepted/In press) In: Journal of Intelligent Manufacturing.Research output: Contribution to journal › Article › peer-review
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Boosting Summarization with Normalizing Flows and Aggressive Training
Yang, Y. & Shen, X., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 2727-2751 25 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Causal Inference in Transcriptome-Wide Association Studies with Invalid Instruments and GWAS Summary Data
Xue, H., Shen, X. & Pan, W., 2023, (Accepted/In press) In: Journal of the American Statistical Association.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Collaborative Multilabel Classification
Zhu, Y., Shen, X., Jiang, H. & Wong, W. H., 2023, In: Journal of the American Statistical Association. 118, 542, p. 913-924 12 p.Research output: Contribution to journal › Article › peer-review