@article{ye2025vc,title={Posterior Summarization for Variable Selection in Bayesian Tree Ensembles},author={Ye, Shengbin and Li, Meng},year={2025},url={https://arxiv.org/abs/2509.07121},eprint={2509.07121},archiveprefix={arXiv},primaryclass={stat.ME},journal={arXiv e-prints}}
Depletion of Effector Regulatory T Cells Associates with Major Response to Induction Dual Immune Checkpoint Blockade
Xianli Jiang, Nils-Petter Rudqvist, Bo Jiang, and 28 more authors
@article{ye2025CD,title={Depletion of Effector Regulatory T Cells Associates with Major Response to Induction Dual Immune Checkpoint Blockade},author={Jiang, Xianli and Rudqvist, Nils-Petter and Jiang, Bo and Ye, Shengbin and He, Shan and Liang, Qingnan and Dou, Jinzhuang and Williams, Michelle D. and Dunn, Joe Dan and Johnson, Jason M. and Akagi, Keiko and Xiao, Weihong and Liang, Shaoheng and Elayavalli, Satvik and Sun, Baohua and Parra, Edwin R. and Ferrarotto, Renata and Garden, Adam S. and Fuller, Clifton David and Reddy, Jay and Gross, Neil D. and Lango, Miriam N. and Leung, Cheuk Hong and Liu, Suyu and Liu, Diane D. and Li, Meng and Lee, J. Jack and Curran, Michael A. and Phan, Jack and Chen, Ken and Gillison, Maura L.},year={2025},month=aug,journal={Cancer Discovery},volume={15},number={8},pages={1569--1592},doi={10.1158/2159-8290.CD-24-1390},issn={2159-8274},url={https://doi.org/10.1158/2159-8290.CD-24-1390},eprint={https://aacrjournals.org/cancerdiscovery/article-pdf/15/8/1569/3636487/cd-24-1390.pdf},}
ICML
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large \p\
Shengbin Ye and Meng Li
In Forty-second International Conference on Machine Learning, Aug 2025
@inproceedings{ye2025pansr,title={Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large \$p\$},author={Ye, Shengbin and Li, Meng},year={2025},booktitle={Forty-second International Conference on Machine Learning},url={https://openreview.net/forum?id=9gyJJw8ZUj},}
2024
JASA
Operator-Induced Structural Variable Selection for Identifying Materials Genes
Shengbin Ye, Thomas P. Senftle, and Meng Li
Journal of the American Statistical Association, Aug 2024
Shengbin Ye received 2024 ASA Student Paper Award in the SPEC + Q&P Section.
@article{ye2024iBART,title={Operator-Induced Structural Variable Selection for Identifying Materials Genes},author={Ye, Shengbin and Senftle, Thomas P. and Li, Meng},year={2024},journal={Journal of the American Statistical Association},publisher={ASA Website},volume={119},number={545},pages={81--94},doi={10.1080/01621459.2023.2294527},url={https://doi.org/10.1080/01621459.2023.2294527},eprint={https://doi.org/10.1080/01621459.2023.2294527},}
2023
Effect of intraoperative support mode on circulating inflammatory biomarkers after lung transplantation surgery
Lourdes Chacon-Alberty, Shengbin Ye, Abdussalam Elsenousi, and 8 more authors
@article{Chacon-Alberty2023ao,title={Effect of intraoperative support mode on circulating inflammatory biomarkers after lung transplantation surgery},author={Chacon-Alberty, Lourdes and Ye, Shengbin and Elsenousi, Abdussalam and Hills, Emma and King, Madelyn and D'Silva, Ethan and Leon, Andres Pena and Salan-Gomez, Marcelo and Li, Meng and Hochman-Mendez, Camila and Loor, Gabriel},year={2023},journal={Artificial Organs},volume={47},number={4},pages={749--760},doi={https://doi.org/10.1111/aor.14474},url={https://onlinelibrary.wiley.com/doi/abs/10.1111/aor.14474},keywords={cytokines, cytokine receptors, graft survival, lung transplant},eprint={https://onlinelibrary.wiley.com/doi/pdf/10.1111/aor.14474}}
2022
Plasma protein biomarkers for primary graft dysfunction after lung transplantation: a single-center cohort analysis
Lourdes Chacon-Alberty, Rupa S. Kanchi, Shengbin Ye, and 8 more authors
@article{Chacon-Alberty2022,title={Plasma protein biomarkers for primary graft dysfunction after lung transplantation: a single-center cohort analysis},author={Chacon-Alberty, Lourdes and Kanchi, Rupa S. and Ye, Shengbin and Hochman-Mendez, Camila and Daoud, Daoud and Coarfa, Cristian and Li, Meng and Grimm, Sandra L. and Baz, Maher and Rosas, Ivan and Loor, Gabriel},year={2022},month=sep,day={27},journal={Scientific Reports},volume={12},number={1},pages={16137},doi={10.1038/s41598-022-20085-y},issn={2045-2322},url={https://doi.org/10.1038/s41598-022-20085-y}}
JCP
A rapid feature selection method for catalyst design: Iterative Bayesian additive regression trees (iBART)
Chun-Yen Liu, Shengbin Ye, Meng Li, and 1 more author
@article{Chun-Yen2022,title={A rapid feature selection method for catalyst design: Iterative Bayesian additive regression trees (iBART)},author={Liu, Chun-Yen and Ye, Shengbin and Li, Meng and Senftle, Thomas P.},year={2022},month=apr,journal={The Journal of Chemical Physics},volume={156},number={16},pages={164105},doi={10.1063/5.0090055},issn={0021-9606},url={https://doi.org/10.1063/5.0090055},eprint={https://pubs.aip.org/aip/jcp/article-pdf/doi/10.1063/5.0090055/16541008/164105_1_online.pdf}}
2021
Analysis of sex-based differences in clinical and molecular responses to ischemia reperfusion after lung transplantation
Lourdes Chacon-Alberty, Shengbin Ye, Daoud Daoud, and 8 more authors
@article{Chacon-Alberty2021,title={Analysis of sex-based differences in clinical and molecular responses to ischemia reperfusion after lung transplantation},author={Chacon-Alberty, Lourdes and Ye, Shengbin and Daoud, Daoud and Frankel, William C. and Virk, Hassan and Mase, Jonathan and Hochman-Mendez, Camila and Li, Meng and Sampaio, Luiz C. and Taylor, Doris A. and Loor, Gabriel},year={2021},month=dec,day={22},journal={Respiratory Research},volume={22},number={1},pages={318},doi={10.1186/s12931-021-01900-y},issn={1465-993X},url={https://doi.org/10.1186/s12931-021-01900-y}}
