DL
Didong Li
stat.MEstat.APcs.LGstat.MLmath.STstat.THBreast Neoplasmsbioinformaticscs.AIcs.DL
On Valency
published · living versionsW_jpuzn244·v1 · currentpublished
Ask to Learn: Query-Based Collaborative Reinforcement Learning
with Kaicheng Zhang, Hongqian Niu, Laixi Shi, Guannan Qu +1
1 version
Preprints & journals
57 papers in the corpus · 2017–2026Bayesian Spatiotemporal Wombling.42877789 · Halder, Aritra, Li, Didong, Banerjee, Sudipto2026 · 0 citationsJournal of the American Statistical Association. 2026
Self-rankings as a predictor of scientific impact beyond peer review.42637843 · Su, Buxin, Collina, Natalie, Wen, Garrett et al.2026 · 1 citationNature computational science. 2026;6(9):939-944
Rejoinder: The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review2605.25172v1 · Buxin Su, Jiayao Zhang, Natalie Collina et al.2026 · 0 citationsarXiv
PrecLLM: A Privacy-Preserving Framework for Efficient Clinical Annotation Extraction from Unstructured EHRs using Small-Scale LLMs.42094056 · Qu, Yixiang, Dai, Yifan, Yu, Shilin et al.2026 · 3 citationsResearch square. 2026
Hierarchical Probabilistic Principal Component Analysis of Longitudinal Data2604.22015v1 · Xinyu Zhang, Ameer Qaqish, D.Y. Lin et al.2026 · 0 citationsarXiv
Contrastive Dimension Reduction: A Systematic Review.42254803 · Hawke, Sam, Zhang, Eric, Chen, Jiawen et al.2026 · 1 citationWiley interdisciplinary reviews. Computational statistics. 2026;18(2)
NIH-MPINet: A Large-Scale Feature-Rich Network Dataset for Mapping the Frontiers of Team Science2604.22802v1 · Cuiran Shi, Shuying Han, Shreya Kusumanchi et al.2026 · 0 citationsarXiv
Difference-in-differences with stochastic policy shifts of a continuous treatment2512.00296v4 · Michael Jetsupphasuk, Chenwei Fang, Didong Li et al.2025 · 0 citationsarXiv
Short-term repeatability of artificial intelligence estimated electrocardiographic age.41232275 · Conners, Katherine M, Divi, Varun, Soliman, Elsayed Z et al.2026 · 0 citationsJournal of electrocardiology. 2025;93:154153
Prognostic significance of CD8+ T cell Spatial Biomarkers in ER+ and ER- breast cancer: A retrospective cohort study.41091832 · Walker, Andrew E, Gao, Xiaohua, Wang, Qichen et al.2025 · 4 citationsPLoS medicine. 2025;22(10):e1004647
Riemannian diffusion kernel-smoothed continuous structural connectivity on cortical surface.41079766 · Wang, Lu, Li, Didong, Zhang, Zhengwu2025 · 2 citationsImaging neuroscience (Cambridge, Mass.). 2025;3
How to Find Fantastic AI Papers: Self-Rankings as a Powerful Predictor of Scientific Impact Beyond Peer Review2510.02143v2 · Buxin Su, Natalie Collina, Garrett Wen et al.2025 · 0 citationsarXiv
Incorporating LLM Embeddings for Variation Across the Human Genome2509.20702v3 · Hongqian Niu, Jordan Bryan, Jacob Williams et al.2025 · 1 citationarXiv
CONTRASTIVE LINEAR REGRESSION.41383351 · Zhang, Boyang, Nyquist, Sarah, Jones, Andrew et al.2026 · 1 citationThe annals of applied statistics. 2025;19(3):1868-1883
Applying a Novel Measure of Community-Level Healthcare Access to Assess Breast Cancer Care Timeliness.40298936 · Dunn, Matthew R, Niu, Hongqian, Li, Didong et al.2025 · 3 citationsCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology. 2025;34(7):1199-1209
Identifying the Surgical to Nonsurgical Care Transition for Trauma Patients: Time to Redesign Trauma Workflow.40575960 · Adams, Ursula, Luo, William Yu, Wang, Kevin Chen et al.2025 · 0 citationsThe American surgeon. 2026;92(1):104-111
Lower Ricci Curvature for Hypergraphs2506.03943v1 · Shiyi Yang, Can Chen, Didong Li2025 · 0 citationsarXiv
Prognostic Significance of CD8 T-cell Spatial Biomarkers in ER+ and ER- Breast Cancer.40492067 · Walker, Andrew E, Gao, Xiaohua, Wang, Qichen et al.2025 · 0 citationsmedRxiv : the preprint server for health sciences. 2025
Incorporating LLM-Derived Information into Hypothesis Testing for Genomics Applications.40654778 · Bryan, Jordan G, Niu, Hongqian, Li, Didong2025 · 1 citationbioRxiv : the preprint server for biology. 2025
Lower Ricci Curvature for Efficient Community Detection.41909767 · Park, Yun Jin, Li, Didong2026 · 0 citationsTransactions on machine learning research. 2025;2025
Deep-learning-based interpolation of longitudinal microbiome data powers biologically informative discovery10.1101/2025.02.17.638709v1 · Qu, Y., Lyu, R., Wang, D. et al.2025 · 3 citationsbioRxiv
Efficient nonparametric estimation with difference-in-differences in the presence of network dependence and interference2502.03414v4 · Michael Jetsupphasuk, Didong Li, Michael G. Hudgens2025 · 1 citationarXiv
Gaussian processes for time series with lead-lag effects with applications to biology data.39775854 · Mu, Wancen, Chen, Jiawen, Davis, Eric S et al.2025 · 1 citationBiometrics. 2025;81(1)
Spatial Clustering for Carolina Breast Cancer Study.39670381 · Niu, Hongqian, Troester, Melissa, Li, Didong2024 · 0 citationsPacific Symposium on Biocomputing. Pacific Symposium on Biocomputing. 2025;30:346-359
Spherical Manifolds Capture Drug-Induced Changes in Tumor Cell Cycle Behavior.39670390 · Wen, Olivia, Wolff, Samuel C, Stallaert, Wayne et al.2024 · 2 citationsPacific Symposium on Biocomputing. Pacific Symposium on Biocomputing. 2025;30:473-487
Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data.41019101 · Li, Didong, Jones, Andrew, Banerjee, Sudipto et al.2026 · 0 citationsJournal of machine learning research : JMLR. 2025;26
Otolaryngology Residency Application Trends and Match Outcomes at a Large Academic Medical Center.41105574 · Benaim, Ezer H, Cook, Lauren M, Monk, Aurelia et al.2025 · 1 citationORL; journal for oto-rhino-laryngology and its related specialties. 2025;87(4):180-192
A latent class assessment of healthcare access factors and disparities in breast cancer care timeliness.39621782 · Dunn, Matthew R, Li, Didong, Emerson, Marc A et al.2024 · 9 citationsPLoS medicine. 2024;21(12):e1004500
The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review2408.13430v3 · Buxin Su, Jiayao Zhang, Natalie Collina et al.2024 · 6 citationsarXiv
PROBABILISTIC CONTRASTIVE DIMENSION REDUCTION FOR CASE-CONTROL STUDY DATA.41394177 · Li, Didong, Jones, Andrew, Engelhardt, Barbara2026 · 6 citationsThe annals of applied statistics. 2024;18(3):2207-2229
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics.38947920 · Chen, Jiawen, Zhou, Muqing, Wu, Wenrong et al.2026 · 20 citationsArXiv. 2024
Comments on Contemporary Uses of Machine Learning for Electronic Health Records.39466097 · Bryan, Jordan, Li, Didong2024 · 4 citationsNorth Carolina medical journal. 2024;85(4):263-265
Subscedastic weighted least squares estimates2404.00753v4 · Jordan Bryan, Haibo Zhou, Didong Li2024 · 1 citationarXiv
Tree representations of brain structural connectivity via persistent homology.37901431 · Li, Didong, Nguyen, Phuc, Zhang, Zhengwu et al.2024 · 3 citationsFrontiers in neuroscience. 2023;17:1200373
Alignment of spatial genomics data using deep Gaussian processes.37592182 · Jones, Andrew, Townes, F William, Li, Didong et al.2023 · 85 citationsNature methods. 2023;20(9):1379-1387
Contrastive inverse regression for dimension reduction2305.12287v1 · Sam Hawke, Hengrui Luo, Didong Li2023 · 0 citationsarXiv
Kernel Density Bayesian Inverse Reinforcement Learning2303.06827v4 · Aishwarya Mandyam, Didong Li, Jiayu Yao et al.2023 · 0 citationsarXiv
Inference for Gaussian Processes with Matérn Covariogram on Compact Riemannian Manifolds.37484701 · Li, Didong, Tang, Wenpin, Banerjee, Sudipto2024 · 7 citationsJournal of machine learning research : JMLR. 2023;24
Optimizing the design of spatial genomic studies.36778332 · Jones, Andrew, Cai, Diana, Li, Didong et al.2026 · 8 citationsbioRxiv : the preprint server for biology. 2023
Corrigendum: Absolute winding number differentiates mouse spatial navigation strategies with genetic risk for Alzheimer's disease.36483178 · Badea, Alexandra, Li, Didong, Niculescu, Andrei R et al.2023 · 0 citationsFrontiers in neuroscience. 2022;16:1070425
CONTRASTIVE LATENT VARIABLE MODELING WITH APPLICATION TO CASE-CONTROL SEQUENCING EXPERIMENTS.40994464 · Jones, Andrew, Townes, F William, Li, Didong et al.2026 · 15 citationsThe annals of applied statistics. 2022;16(3):1268-1291
Absolute Winding Number Differentiates Mouse Spatial Navigation Strategies With Genetic Risk for Alzheimer's Disease.35784847 · Badea, Alexandra, Li, Didong, Niculescu, Andrei R et al.2025 · 9 citationsFrontiers in neuroscience. 2022;16:848654
Absolute Winding Number Differentiates Spatial Navigation Strategies with Genetic Risk for Alzheimer's Disease10.1101/2022.02.04.479128v1 · Badea, A., Li, D., Niculescu, A. R. et al.2022 · 1 citationbioRxiv
Alignment of spatial genomics and histology data using deep Gaussian processes10.1101/2022.01.10.475692v1 · Jones, A., Townes, F. W., Li, D. et al.2022 · 9 citationsbioRxiv
Hierarchical Gaussian Processes and Mixtures of Experts to Model COVID-19 Patient Trajectories.34890155 · Cui, Sunny, Yoo, Elizabeth C, Li, Didong et al.2021 · 2 citationsPacific Symposium on Biocomputing. Pacific Symposium on Biocomputing. 2022;27:266-277
Multi-group Gaussian Processes2110.08411v1 · Didong Li, Andrew Jones, Sudipto Banerjee et al.2021 · 3 citationsarXiv
Hierarchical Gaussian Processes and Mixtures of Experts to Model COVID-19 Patient Trajectories10.1101/2021.10.01.462821v1 · Cui, S., Yoo, E., Li, D. et al.2021 · 2 citationsbioRxiv
From the Greene--Wu Convolution to Gradient Estimation over Riemannian Manifolds2108.07406v4 · Tianyu Wang, Yifeng Huang, Didong Li2021 · 2 citationsarXiv
Probabilistic Contrastive Principal Component Analysis2012.07977v2 · Didong Li, Andrew Jones, Barbara Engelhardt2020 · 7 citationsarXiv
Exponential-wrapped distributions on symmetric spaces2009.01983v4 · Emmanuel Chevallier, Didong Li, Yulong Lu et al.2020 · 9 citationsarXiv
Career total: 79 works. 57 are in this corpus.Showing the 50 most recent.
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