Hongzhe Li

1. Transfer Learning for High-dimensional Linear Regression: Prediction, Estimation, and Minimax Optimality
   2020/06/18 by Sai Li, Li, Sai, Tommaso Cai +3 · 29 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (stat.ML) #Methodology (stat.ME) #Molecular Biology Techniques and Applications #Statistical Methods and Inference
2. Transfer Learning in Large-scale Gaussian Graphical Models with False Discovery Rate Control
   2020/10/21 by Sai Li, Li, Sai, T. Tony Cai +3 · 11 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Computational Drug Discovery Methods #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Transfer Learning for Contextual Multi-armed Bandits
   2022/11/22 by Changxiao Cai, Cai, Changxiao, Toby Cai +3 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
4. Generalized Linear Models with Linear Constraints for Microbiome Compositional Data
   2018/01/10 by Jiarui Lu, Pixu Shi, Lu, Jiarui +3 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Hydrocarbon exploration and reservoir analysis #Methodology (stat.ME) #Mineral Processing and Grinding
5. Inference for High-Dimensional Linear Mixed-Effects Models: A Quasi-Likelihood Approach
   2019/07/13 by Sai Li, Tommaso Cai, Li, Sai +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #62H15 #62J07 #FOS: Computer and information sciences #Gene expression and cancer classification #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Methodology (stat.ME)
6. Two-sample Test of Community Memberships of Weighted Stochastic Block Models
   2018/11/30 by Yezheng Li, Li, Yezheng, Hongzhe Li +1 · 4 citations
   Computer Science · Mathematics · Physics and Astronomy · #62E20 #62F03 #62F05 #62H15 #91D30 #Bayesian Methods and Mixture Models #Complex Network Analysis Techniques #FOS: Mathematics #Random Matrices and Applications #Statistics Theory (math.ST)
7. Two-sample tests for repeated measurements of histogram objects with applications to wearable device data
   2021/06/24 by Jingru Zhang, Zhang, Jingru, Kathleen R. Merikangas +5 · 1 citation
   Mathematics · Medicine · #Applications (stat.AP) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Methodology (stat.ME) #Nutritional Studies and Diet #Statistical Methods and Inference
8. Multi-sample Estimation of Bacterial Composition Matrix in Metagenomics Data
   2017/06/07 by Yuanpei Cao, Cao, Yuanpei, Anru R. Zhang +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Applications (stat.AP) #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gut microbiota and health #Methodology (stat.ME) #Statistical Methods and Inference
9. IFAA: Robust association identification and Inference For Absolute Abundance in microbiome analyses
   2019/09/22 by Zhigang Li, Li, Zhigang, Lü Tian +19 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #FOS: Computer and information sciences #Gene expression and cancer classification #Gut microbiota and health #Metabolomics and Mass Spectrometry Studies
10. A Randomized Trial Comparing the Specific Carbohydrate Diet to a Mediterranean Diet in Adults With Crohn’s Disease
    2021/05/27 by James D. Lewis, Robert S. Sandler, Carol Brotherton +30 · 25 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Inflammatory Bowel Disease #Helicobacter pylori-related gastroenterology studies #Gastrointestinal motility and disorders
11. Multicalibration for Modeling Censored Survival Data with Universal Adaptability
    2024/05/24 by Hanxuan Ye, Ye, Hanxuan, Hongzhe Li +1 · 1 citation
    Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
12. Knowing the Self, Understanding the World: A Dual-Cognition Benchmark for UAV Spatio-temporal Reasoning with MLLMs
    2026/07/17 by Like Liu, Zhengzheng Xu, Haitao He +3
    #cs.CV