Runze Li

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 77

Top Topics

Dimensional Data

Depth Estimation

Indoor Environments

Variable Selection

Top Venues

J. Multivar. Anal.

J. Mach. Learn. Res.

IEEE Trans. Biomed. Eng.

Publications

Agnimitra Dasgupta, Harisankar Ramaswamy, Javier Murgoitio-Esandi, Ken Foo, Runze Li, Qifa Zhou, Brendan Kennedy, Assad A. Oberai
Conditional score-based diffusion models for solving inverse problems in mechanics. CoRR (2024)
Hongfang Wu, Rongxian Chen, Xuejian Li, Yue Zhang, Jianwei Zhang, Yanbo Yang, Jun Wan, Yang Zhou, Huanchun Chen, Jinquan Li, Runze Li, Geng Zou
ESKtides: a comprehensive database and mining method for ESKAPE phage-derived antimicrobial peptides. Database J. Biol. Databases Curation 2024 (2024)
Zelin He, Ying Sun, Jingyuan Liu, Runze Li
AdaTrans: Feature-wise and Sample-wise Adaptive Transfer Learning for High-dimensional Regression. CoRR (2024)
Shibo Li, Hengliang Cheng, Runze Li, Weihua Li
Time-aware Heterogeneous Graph Transformer with Adaptive Attention Merging for Health Event Prediction. CoRR (2024)
Li Guo, Yiran Ren, Runze Li, Bin Jiang
Prior Knowledge-Augmented Broad Reinforcement Learning Framework for Fault Diagnosis of Heterogeneous Multiagent Systems. IEEE Trans. Cogn. Dev. Syst. 16 (1) (2024)
Fengyi Zhang, Runze Li, Yan Li, Zhikai Zhu, Qifa Zhou, Zhongping Chen
Quantitative Optical Coherence Elastography of the Optic Nerve Head In Vivo. IEEE Trans. Biomed. Eng. 71 (3) (2024)
Zelin He, Ying Sun, Jingyuan Liu, Runze Li
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression. CoRR (2024)
Siyu Wu, Yang Cao, Jiajun Cui, Runze Li, Hong Qian, Bo Jiang, Wei Zhang
A Comprehensive Exploration of Personalized Learning in Smart Education: From Student Modeling to Personalized Recommendations. CoRR (2024)
Zelin He, Ying Sun, Runze Li
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression. AISTATS (2024)
Runze Li, Jin Mu, Songshan Yang, Cong Ye, Xiang Zhan
Compositional variable selection in quantile regression for microbiome data with false discovery rate control. Stat. Anal. Data Min. 17 (2) (2024)
Li Guo, Hongwei He, Yiran Ren, Runze Li, Bin Jiang, Jianye Gong
Prognostics of lithium-ion batteries health state based on adaptive mode decomposition and long short-term memory neural network. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Runze Li, Bir Bhanu
Energy-Motion Features Aggregation Network for Players' Fine-Grained Action Analysis in Soccer Videos. IEEE Trans. Circuits Syst. Video Technol. 34 (2) (2024)
Sheng-Yao Wu, Runze Li, Yan-Qi Song, Su-Juan Qin, Qiao-Yan Wen, Fei Gao
A Hierarchical Fused Quantum Fuzzy Neural Network for Image Classification. CoRR (2024)
Runze Li, Xuejun Qian, Chen Gong, Junhang Zhang, Ying Liu, Benjamin Xu, Mark S. Humayun, Qifa Zhou
Simultaneous Assessment of the Whole Eye Biomechanics Using Ultrasonic Elastography. IEEE Trans. Biomed. Eng. 70 (4) (2023)
Runze Li, Dahun Kim, Bir Bhanu, Weicheng Kuo
RECLIP: Resource-efficient CLIP by Training with Small Images. CoRR (2023)
Runze Li, Pan Ji, Yi Xu, Bir Bhanu
MonoIndoor++: Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments. IEEE Trans. Circuits Syst. Video Technol. 33 (2) (2023)
Li Guo, Runze Li, Bin Jiang
Fault Detection and Diagnosis Using Statistic Feature and Improved Broad Learning for Traction Systems in High-Speed Trains. IEEE Trans. Artif. Intell. 4 (4) (2023)
Nimish Ukey, Zhengyi Yang, Wenke Yang, Binghao Li, Runze Li
kNN Join for Dynamic High-Dimensional Data: A Parallel Approach. ADC (2023)
Changcheng Li, Runze Li, Jiawei Wen, Songshan Yang, Xiang Zhan
Regularized Linear Programming Discriminant Rule with Folded Concave Penalty for Ultrahigh-Dimensional Data. J. Comput. Graph. Stat. 32 (3) (2023)
Shijie Cui, Agus Sudjianto, Aijun Zhang, Runze Li
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization. CoRR (2023)
Runze Li, Tomaso Fontanini, Andrea Prati, Bir Bhanu
Face Synthesis With a Focus on Facial Attributes Translation Using Attention Mechanisms. IEEE Trans. Biom. Behav. Identity Sci. 5 (1) (2023)
Runze Li, Dahun Kim, Bir Bhanu, Weicheng Kuo
RECLIP: Resource-efficient CLIP by Training with Small Images. Trans. Mach. Learn. Res. 2023 (2023)
Runze Li, István Miklós
Dense, irregular, yet always graphic 3-uniform hypergraph degree sequences. CoRR (2023)
Gege Ding, Junsheng Wang, Yuezhu Wang, Xin Wang, Kai Zhao, Runze Li, Xiongfei Geng, Jie Wen, Bin Chen, Xun Zhao, Xudong Wu
An Innovative Miniaturized Cell Imaging System Based on Integrated Coaxial Dual Optical Path Structure and Microfluidic Fixed Frequency Sample Loading Strategy. IEEE Trans. Instrum. Meas. 72 (2023)
Caihua Liu, Xu Qu, Xiaoyi Ma, Runze Li, Xu Li, Sichu Chen
Salient Feature Enhanced Multi-object Tracking with Soft-Sparse Attention in Transformer. PRCV (12) (2023)
Xuejun Qian, Chengwu Huang, Runze Li, Brian J. Song, Hisham Tchelepi, K. Kirk Shung, Shigao Chen, Mark S. Humayun, Qifa Zhou
Super-Resolution Ultrasound Localization Microscopy for Visualization of the Ocular Blood Flow. IEEE Trans. Biomed. Eng. 69 (5) (2022)
Anwen Sun, Runze Li
Can Patent Quality Alleviates Information Asymmetry in Chinese Intellectual Property Market: Evidence From Auditing Field. IEEE Access 10 (2022)
Chen Ding, Youfa Chen, Runze Li, Dushi Wen, Xiaoyan Xie, Lei Zhang, Wei Wei, Yanning Zhang
Integrating Hybrid Pyramid Feature Fusion and Coordinate Attention for Effective Small Sample Hyperspectral Image Classification. Remote. Sens. 14 (10) (2022)
Wanjun Liu, Xiufan Yu, Runze Li
Multiple-Splitting Projection Test for High-Dimensional Mean Vectors. J. Mach. Learn. Res. 23 (2022)
Runze Li, Pan Ji, Yi Xu, Bir Bhanu
MonoIndoor++: Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments. CoRR (2022)
Yuan Huang, Changcheng Li, Runze Li, Songshan Yang
An overview of tests on high-dimensional means. J. Multivar. Anal. 188 (2022)
Ying An, Runze Li, Xianlai Chen
MERGE: A Multi-graph Attentive Representation learning framework integrating Group information from similar patients. Comput. Biol. Medicine 151 (Part) (2022)
Runze Li, Ye Tian, Zhichao Du, Yu Wang, Qi Wang, Zongliang Huo
A polynomial based valley search algorithm for 3D NAND flash memory. IEICE Electron. Express 19 (6) (2022)
Zhanrui Cai, Runze Li, Yaowu Zhang
A Distribution Free Conditional Independence Test with Applications to Causal Discovery. J. Mach. Learn. Res. 23 (2022)
Pan Ji, Runze Li, Bir Bhanu, Yi Xu
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments. ICCV (2021)
Pan Ji, Runze Li, Bir Bhanu, Yi Xu
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments. CoRR (2021)
Runze Li, Srikrishna Karanam, Ren Li, Terrence Chen, Bir Bhanu, Ziyan Wu
Learning Local Recurrent Models for Human Mesh Recovery. 3DV (2021)
Jin Li, Yu Tian, Runze Li, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network. Artif. Intell. Medicine 113 (2021)
Runze Li, Srikrishna Karanam, Ren Li, Terrence Chen, Bir Bhanu, Ziyan Wu
Learning Local Recurrent Models for Human Mesh Recovery. CoRR (2021)
Runze Li, Jingyi Zhang, Pingping Chen, Yi Fang
Design of Protograph-based LDPC Codes for DVB-S2 Systems. ICCC (2021)
Xiao Di, Yuan Ke, Runze Li
Homogeneity Structure Learning in Large-scale Panel Data with Heavy-tailed Errors. J. Mach. Learn. Res. 22 (2021)
Mengyan Li, Runze Li, Yanyuan Ma
Inference in high dimensional linear measurement error models. J. Multivar. Anal. 184 (2021)
Li Guo, Runze Li, Bin Jiang
A Cascade Broad Neural Network for Concrete Structural Crack Damage Automated Classification. IEEE Trans. Ind. Informatics 17 (4) (2021)
Li Guo, Runze Li, Bin Jiang
An Ensemble Broad Learning Scheme for Semisupervised Vehicle Type Classification. IEEE Trans. Neural Networks Learn. Syst. 32 (12) (2021)
Li Guo, Runze Li, Bin Jiang
A Data-Driven Long Time-Series Electrical Line Trip Fault Prediction Method Using an Improved Stacked-Informer Network. Sensors 21 (13) (2021)
Li Guo, Runze Li, Bin Jiang
An accurate and efficient machine fault diagnosis approach using a recurring broad learning model. J. Syst. Control. Eng. 235 (10) (2021)
Ravi B. Parikh, Manqing Liu, Eric Li, Runze Li, Jinbo Chen
Trajectories of mortality risk among patients with cancer and associated end-of-life utilization. npj Digit. Medicine 4 (2021)
Runze Li, Tomaso Fontanini, Luca Donati, Andrea Prati, Bir Bhanu
Transferring Knowledge with Attention Distillation for Multi-Domain Image-to-Image Translation. CoRR (2021)
Jia Wang, Xizhen Cai, Runze Li
Variable selection for partially linear models via Bayesian subset modeling with diffusing prior. J. Multivar. Anal. 183 (2021)
Runze Li, Yufei Zhang, Haixin Chen
Learning the aerodynamic design of supercritical airfoils through deep reinforcement learning. CoRR (2020)
Xuejun Qian, Haochen Kang, Runze Li, Gengxi Lu, Zhaodong Du, K. Kirk Shung, Mark S. Humayun, Qifa Zhou
In Vivo Visualization of Eye Vasculature Using Super-Resolution Ultrasound Microvessel Imaging. IEEE Trans. Biomed. Eng. 67 (10) (2020)
Xingxiang Li, Runze Li, Zhiming Xia, Chen Xu
Distributed Feature Screening via Componentwise Debiasing. J. Mach. Learn. Res. 21 (2020)
Dinesh Dhankhar, Runze Li, Anushka Nagpal, Jie Chen, Thomas C. Cesario, Peter Rentzepis
Extending Human Vision to Infrared and Ultraviolet Light: A Study Using Micro-Particles and Fluorescent Molecules. IEEE Access 8 (2020)
WenQian Liu, Runze Li, Meng Zheng, Srikrishna Karanam, Ziyan Wu, Bir Bhanu, Richard J. Radke, Octavia I. Camps
Towards Visually Explaining Variational Autoencoders. CVPR (2020)
John J. Dziak, Donna L. Coffman, Stephanie T. Lanza, Runze Li, Lars S. Jermiin
Sensitivity and specificity of information criteria. Briefings Bioinform. 21 (2) (2020)
Runze Li, Bir Bhanu
The Role of Cycle Consistency for Generating Better Human Action Videos from a Single Frame. ICPR (2020)
Li Guo, Runze Li, Bin Jiang, Xing Shen
Automatic crack distress classification from concrete surface images using a novel deep-width network architecture. Neurocomputing 397 (2020)
Yining Wang, Yi Chen, Ethan X. Fang, Zhaoran Wang, Runze Li
Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection. CoRR (2020)
Zhanrui Cai, Runze Li, Liping Zhu
Online Sufficient Dimension Reduction Through Sliced Inverse Regression. J. Mach. Learn. Res. 21 (2020)
Pengcheng Li, Runze Li, Qing Da, Anxiang Zeng, Lijun Zhang
Improving Multi-Scenario Learning to Rank in E-commerce by Exploiting Task Relationships in the Label Space. CIKM (2020)
Di Li, Xuejun Qian, Runze Li, Chunlong Fei, Laiming Jiang, Xuyuan Chen, Yintang Yang, Qifa Zhou
High Resolution ADC for Ultrasound Color Doppler Imaging Based on MASH Sigma-Delta Modulator. IEEE Trans. Biomed. Eng. 67 (5) (2020)
Songshan Yang, Jiawei Wen, Scott T. Eckert, Yaqun Wang, Dajiang J. Liu, Rongling Wu, Runze Li, Xiang Zhan
Prioritizing genetic variants in GWAS with lasso using permutation-assisted tuning. Bioinform. 36 (12) (2020)
Jianqing Fan, Runze Li
Comment: Feature Screening and Variable Selection via Iterative Ridge Regression. Technometrics 62 (4) (2020)
Lili Wang, Runze Li, Xuehuai Shi, Ling-Qi Yan, Zhichao Li
Foveated Instant Radiosity. ISMAR (2020)
Guangren Yang, Ling Zhang, Runze Li, Yuan Huang
Feature screening in ultrahigh-dimensional varying-coefficient Cox model. J. Multivar. Anal. 171 (2019)
WenQian Liu, Runze Li, Meng Zheng, Srikrishna Karanam, Ziyan Wu, Bir Bhanu, Richard J. Radke, Octavia I. Camps
Towards Visually Explaining Variational Autoencoders. CoRR (2019)
Hong Mo, Linli Wei, Xuanming Zhao, Yaqiong Zeng, Runze Li, F.-Y. Wang
Linguistic Dynamic Analysis and Evaluation Based on Partially Connected Type-2 Fuzzy Sets. Int. J. Fuzzy Syst. 21 (7) (2019)
Hongcheng Liu, Xue Wang, Tao Yao, Runze Li, Yinyu Ye
Sample average approximation with sparsity-inducing penalty for high-dimensional stochastic programming. Math. Program. 178 (1-2) (2019)
Runze Li, Dinesh Dhankhar, Jie Chen, Arjun Krishnamoorthi, Thomas C. Cesario, Peter Rentzepis
Identification of Live and Dead Bacteria: A Raman Spectroscopic Study. IEEE Access 7 (2019)
Mengyan Li, Yanyuan Ma, Runze Li
Semiparametric regression for measurement error model with heteroscedastic error. J. Multivar. Anal. 171 (2019)
Runze Li, Bir Bhanu
Fine-Grained Visual Dribbling Style Analysis for Soccer Videos With Augmented Dribble Energy Image. CVPR Workshops (2019)
Xiaojian Feng, Jiuling Zhang, Jinhong Chen, Guoqing Wang, Liuye Zhang, Runze Li
Design of Intelligent Bus Positioning Based on Internet of Things for Smart Campus. IEEE Access 6 (2018)
Jingyuan Liu, Lejia Lou, Runze Li
Variable selection for partially linear models via partial correlation. J. Multivar. Anal. 167 (2018)
Hongcheng Liu, Tao Yao, Runze Li, Yinyu Ye
Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions. Math. Program. 166 (1-2) (2017)
Leixian Qiao, Yaohui Zhu, Runze Li, Weiqing Min, Shuqiang Jiang
Indoor RGB-D Object Detection with the Guidance of Hand-Held Objects. ICIMCS (2017)
Chen Xu, Yongquan Zhang, Runze Li, Xindong Wu
On the Feasibility of Distributed Kernel Regression for Big Data. IEEE Trans. Knowl. Data Eng. 28 (11) (2016)
Xiang Zhang, Yichao Wu, Lan Wang, Runze Li
A Consistent Information Criterion for Support Vector Machines in Diverging Model Spaces. J. Mach. Learn. Res. 17 (2016)
Kejia Shao, Jiye Huang, Huaying Song, Runze Li, Jinxi Wu
DAYA: a system for monitoring and enhancing children's oral hygiene. CHI Extended Abstracts (2014)
Chuang Zhang, Xiaotian Wang, Songlin Wen, Runze Li
BUPT_PRIS at TREC 2012 Session Track. TREC (2012)
Yakun Wang, Meng Xu, Zhong Wang, Ming Tao, Junjia Zhu, Li Wang, Runze Li, Scott A. Berceli, Rongling Wu
How to cluster gene expression dynamics in response to environmental signals. Briefings Bioinform. 13 (2) (2012)
Jiahan Li, Kiranmoy Das, Guifang Fu, Runze Li, Rongling Wu
The Bayesian lasso for genome-wide association studies. Bioinform. 27 (4) (2011)
Hongtu Zhu, Linglong Kong, Runze Li, Martin Styner, Guido Gerig, Weili Lin, John H. Gilmore
FADTTS: Functional analysis of diffusion tensor tract statistics. NeuroImage 56 (3) (2011)
Kai-Tai Fang, Aijun Zhang, Runze Li
An effective algorithm for generation of factorial designs with generalized minimum aberration. J. Complex. 23 (4-6) (2007)
Runze Li
Introduction to Nonparametric Regression. Technometrics 48 (4) (2006)
Runze Li, Agus Sudjianto
Analysis of Computer Experiments Using Penalized Likelihood in Gaussian Kriging Models. Technometrics 47 (2) (2005)
Jia-Juan Liang, Kai-Tai Fang, Fred J. Hickernell, Runze Li
Testing multivariate uniformity and its applications. Math. Comput. 70 (233) (2001)