Jian Huang
- Asymptotic properties of bridge estimators in sparse high-dimensional regression models
2008/03/25 by Jian Huang, Joel L. Horowitz, Joël L. Horowitz +1 · 12 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Bayesian Methods and Mixture Models
- Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors
2013/11/04 by Patrick Breheny, Jian Huang · 6 citations
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Face and Expression Recognition #Statistical Methods and Inference
- A concave pairwise fusion approach to subgroup analysis
2015/08/27 by Shujie Ma, Jian Huang, Ma, Shujie +1 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gene expression and cancer classification #Methodology (stat.ME) #Statistical Methods and Inference
- Deep Nonparametric Regression on Approximate Manifolds: Non-Asymptotic Error Bounds with Polynomial Prefactors
2021/04/14 by Yuling Jiao, Jiao, Yuling, Guohao Shen +5 · 7 citations
Computer Science · Engineering · Medicine · #62G05 #68T07 #Advanced Neuroimaging Techniques and Applications #FOS: Mathematics #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST) #Topological and Geometric Data Analysis
- A Selective Review of Group Selection in High-Dimensional Models
2012/11/01 by Jian Huang, Patrick Breheny, Shuangge Ma · 3 citations
- LAMBDA: A Large Model Based Data Agent
2024/07/24 by Maojun Sun, Sun, Maojun, Ruijian Han +10 · 9 citations
Computer Science · #62-04 #62-08 #68T01 #68T09 #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Gaussian Interpolation Flows
2023/11/20 by Yuan Gao, Gao, Yuan, Jian Huang +3 · 7 citations
Computer Science · Physics and Astronomy · #62G05 #68T07 #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Active Learning for Regression Using Greedy Sampling
2018/08/08 by Dongrui Wu, Chin‐Teng Lin, Wu, Dongrui +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM
- A Survey on Large Language Model-based Agents for Statistics and Data Science
2024/12/18 by Sun Maojun, Maojun Sun, Ruijian Han +12 · 11 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Other Statistics (stat.OT) #Topic Modeling
- Convergence of Continuous Normalizing Flows for Learning Probability Distributions
2024/03/31 by Yuan Gao, Gao, Yuan, Jian Huang +5 · 7 citations
Computer Science · #Neural Networks and Applications #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
- Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression
2015/09/09 by Congrui Yi, Yi, Congrui, Jian Huang +1 · 2 citations
Mathematics · Engineering · #Statistical Methods and Inference #Sparse and Compressive Sensing Techniques #Control Systems and Identification
- IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera
2024/10/10 by Jian Huang, Huang, Jian, Chengrui Dong +3 · 7 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Computer Vision and Pattern Recognition (cs.CV) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Radiation Effects in Electronics
- Consecutive Biochar Application Alters Soil Enzyme Activities in the Winter Wheat–Growing Season
2014/02/01 by Zhangliu Du, Yiding Wang, Jian Huang +4 · 2 citations
Agricultural and Biological Sciences · Materials Science · Environmental Science · #Soil Carbon and Nitrogen Dynamics #Clay minerals and soil interactions #Arsenic contamination and mitigation
- SCAD-penalized regression in high-dimensional partially linear models
2009/03/10 by Huiliang Xie, Jian Huang · 2 citations
Mathematics · Economics, Econometrics and Finance · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Financial Risk and Volatility Modeling
- Adsorption of REEs on kaolinite and halloysite: A link to the REE distribution on clays in the weathering crust of granite
2019/07/21 by Meijun Yang, Xiaoliang Liang, Lingya Ma +3 · 8 citations
Materials Science · Earth and Planetary Sciences · #Clay minerals and soil interactions #Geochemistry and Elemental Analysis #Geological and Geochemical Analysis
- Wasserstein Generative Learning of Conditional Distribution
2021/12/19 by Shiao Liu, Xingyu Zhou, Liu, Shiao +5 · 2 citations
Computer Science · Mathematics · #62G05 #68T07 #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Conditional Stochastic Interpolation for Generative Learning
2023/12/09 by Ding Huang, Huang, Ding, Jian Huang +5 · 2 citations
Computer Science · Physics and Astronomy · #Machine Learning in Healthcare #Model Reduction and Neural Networks #Domain Adaptation and Few-Shot Learning
- Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction
2022/10/18 by Wenlu Tang, Tang, Wenlu, Guohao Shen +5 · 1 citation
Engineering · Mathematics · #62G08 #62G20 #Advanced Statistical Methods and Models #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
- SkyByte: Architecting an Efficient Memory-Semantic CXL-based SSD with OS and Hardware Co-design
2025/01/18 by H. Zhang, Zhang, Haoyang, Yuqi Xue +7 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Cellular Automata and Applications #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
2025/07/01 by Xingang Guo, Yaxin Li, Guo, Xingang +113 · 3 citations
Computer Science · #Computational Engineering #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Robotics (cs.RO) #Semantic Web and Ontologies #and Science (cs.CE)
- CUL7 promotes cancer cell survival through promoting Caspase‐8 ubiquitination
2019/02/26 by Yanjie Kong, Zehua Wang, Maobo Huang +7 · 12 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Ubiquitin and proteasome pathways #Cancer-related Molecular Pathways #Cell death mechanisms and regulation
- Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving
2026/07/17 by Yuqi Xue, Jerry Wu, Corey Yu +1
#cs.AR
- Semi-Supervised Conditional Generative Learning through Stochastic Interpolation and Sufficient Representations
2026/07/18 by Changyu Liu, Yuling Jiao, Jian Huang
#stat.ML #cs.LG
- Harness-G: A Graph-Structured Harness for Search Agents
2026/07/30 by Yanning Hou, Haoyuan Chen, Sihang Zhou +6
Computer Science · #cs.CL
- Semi-Supervised Conditional Diffusion via Label Augmentation
2026/07/18 by Jin Su, Yuan Gao, Yong Zhou +1
#stat.ML #cs.LG
- Event3R: Asynchronous-to-Global 3D Reconstruction from Event Camera via Spatial-Temporal Feature Aggregation
2026/07/17 by Jian Huang, Haotian Shen, Xinhao Lou +3
#cs.CV
- Auto-Scaling Heterogeneous Neural Processing Units for Energy and Cost-Efficient LLM Serving
2026/07/17 by Yuqi Xue, Jichuan Chang, Jian Huang
#cs.AR