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Runze Li
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2020 – today
- 2024
- [j57]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) - [j56]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): 107317 (2024) - [j55]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) - [j54]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): 115-123 (2024) - [j53]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): 732-737 (2024) - [j52]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): 955-972 (2024) - [c14]Zelin He, Ying Sun, Runze Li:
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression. AISTATS 2024: 703-711 - [i16]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 abs/2402.01666 (2024) - [i15]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 abs/2403.09318 (2024) - [i14]Zelin He, Ying Sun, Jingyuan Liu, Runze Li:
AdaTrans: Feature-wise and Sample-wise Adaptive Transfer Learning for High-dimensional Regression. CoRR abs/2403.13565 (2024) - [i13]Zelin He, Ying Sun, Jingyuan Liu, Runze Li:
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression. CoRR abs/2404.01153 (2024) - [i12]Shibo Li, Hengliang Cheng, Runze Li, Weihua Li:
Time-aware Heterogeneous Graph Transformer with Adaptive Attention Merging for Health Event Prediction. CoRR abs/2404.14815 (2024) - [i11]Agnimitra Dasgupta, Harisankar Ramaswamy, Javier Murgoitio-Esandi, Ken Y. Foo, Runze Li, Qifa Zhou, Brendan F. Kennedy, Assad A. Oberai:
Conditional score-based diffusion models for solving inverse problems in mechanics. CoRR abs/2406.13154 (2024) - 2023
- [j51]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): 1074-1082 (2023) - [j50]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): 679-688 (2023) - [j49]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): 76-90 (2023) - [j48]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): 1310-1317 (2023) - [j47]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): 830-846 (2023) - [j46]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: 1-17 (2023) - [j45]Runze Li, Dahun Kim, Bir Bhanu, Weicheng Kuo:
RECLIP: Resource-efficient CLIP by Training with Small Images. Trans. Mach. Learn. Res. 2023 (2023) - [c13]Nimish Ukey
, Zhengyi Yang
, Wenke Yang, Binghao Li, Runze Li:
kNN Join for Dynamic High-Dimensional Data: A Parallel Approach. ADC 2023: 3-16 - [c12]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: 392-404 - [i10]Runze Li, Dahun Kim, Bir Bhanu, Weicheng Kuo:
RECLIP: Resource-efficient CLIP by Training with Small Images. CoRR abs/2304.06028 (2023) - [i9]Shijie Cui, Agus Sudjianto, Aijun Zhang, Runze Li:
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization. CoRR abs/2304.13761 (2023) - [i8]Runze Li, István Miklós:
Dense, irregular, yet always graphic 3-uniform hypergraph degree sequences. CoRR abs/2312.00555 (2023) - 2022
- [j44]Anwen Sun
, Runze Li
:
Can Patent Quality Alleviates Information Asymmetry in Chinese Intellectual Property Market: Evidence From Auditing Field. IEEE Access 10: 79335-79347 (2022) - [j43]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): 106245 (2022) - [j42]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): 20210535 (2022) - [j41]Wanjun Liu, Xiufan Yu, Runze Li:
Multiple-Splitting Projection Test for High-Dimensional Mean Vectors. J. Mach. Learn. Res. 23: 71:1-71:27 (2022) - [j40]Zhanrui Cai, Runze Li, Yaowu Zhang:
A Distribution Free Conditional Independence Test with Applications to Causal Discovery. J. Mach. Learn. Res. 23: 85:1-85:41 (2022) - [j39]Yuan Huang, Changcheng Li
, Runze Li
, Songshan Yang:
An overview of tests on high-dimensional means. J. Multivar. Anal. 188: 104813 (2022) - [j38]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): 2355 (2022) - [j37]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): 1585-1594 (2022) - [i7]Runze Li, Pan Ji, Yi Xu, Bir Bhanu:
MonoIndoor++: Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments. CoRR abs/2207.08951 (2022) - 2021
- [j36]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: 102024 (2021) - [j35]Xiao Di, Yuan Ke, Runze Li:
Homogeneity Structure Learning in Large-scale Panel Data with Heavy-tailed Errors. J. Mach. Learn. Res. 22: 13:1-13:42 (2021) - [j34]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) - [j33]Jia Wang, Xizhen Cai, Runze Li
:
Variable selection for partially linear models via Bayesian subset modeling with diffusing prior. J. Multivar. Anal. 183: 104733 (2021) - [j32]Mengyan Li
, Runze Li
, Yanyuan Ma:
Inference in high dimensional linear measurement error models. J. Multivar. Anal. 184: 104759 (2021) - [j31]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) - [j30]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): 4466 (2021) - [j29]Li Guo, Runze Li, Bin Jiang:
A Cascade Broad Neural Network for Concrete Structural Crack Damage Automated Classification. IEEE Trans. Ind. Informatics 17(4): 2737-2742 (2021) - [j28]Li Guo
, Runze Li
, Bin Jiang:
An Ensemble Broad Learning Scheme for Semisupervised Vehicle Type Classification. IEEE Trans. Neural Networks Learn. Syst. 32(12): 5287-5297 (2021) - [c11]Runze Li, Srikrishna Karanam, Ren Li, Terrence Chen, Bir Bhanu, Ziyan Wu:
Learning Local Recurrent Models for Human Mesh Recovery. 3DV 2021: 555-564 - [c10]Runze Li, Jingyi Zhang, Pingping Chen, Yi Fang:
Design of Protograph-based LDPC Codes for DVB-S2 Systems. ICCC 2021: 1-6 - [c9]Pan Ji, Runze Li, Bir Bhanu, Yi Xu:
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments. ICCV 2021: 12767-12776 - [i6]Pan Ji, Runze Li, Bir Bhanu, Yi Xu:
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments. CoRR abs/2107.12429 (2021) - [i5]Runze Li, Srikrishna Karanam, Ren Li, Terrence Chen, Bir Bhanu, Ziyan Wu:
Learning Local Recurrent Models for Human Mesh Recovery. CoRR abs/2107.12847 (2021) - [i4]Runze Li, Tomaso Fontanini, Luca Donati, Andrea Prati, Bir Bhanu:
Transferring Knowledge with Attention Distillation for Multi-Domain Image-to-Image Translation. CoRR abs/2108.07466 (2021) - 2020
- [j27]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: 73890-73897 (2020) - [j26]John J. Dziak
, Donna L. Coffman, Stephanie T. Lanza, Runze Li
, Lars S. Jermiin:
Sensitivity and specificity of information criteria. Briefings Bioinform. 21(2): 553-565 (2020) - [j25]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): 3811-3817 (2020) - [j24]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: 383-392 (2020) - [j23]Zhanrui Cai, Runze Li, Liping Zhu:
Online Sufficient Dimension Reduction Through Sliced Inverse Regression. J. Mach. Learn. Res. 21: 10:1-10:25 (2020) - [j22]Xingxiang Li, Runze Li, Zhiming Xia, Chen Xu:
Distributed Feature Screening via Componentwise Debiasing. J. Mach. Learn. Res. 21: 24:1-24:32 (2020) - [j21]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): 1438-1449 (2020) - [j20]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): 2870-2880 (2020) - [j19]Jianqing Fan, Runze Li
:
Comment: Feature Screening and Variable Selection via Iterative Ridge Regression. Technometrics 62(4): 434-437 (2020) - [c8]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: 2605-2612 - [c7]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: 8639-8648 - [c6]Runze Li, Bir Bhanu:
The Role of Cycle Consistency for Generating Better Human Action Videos from a Single Frame. ICPR 2020: 1513-1520 - [c5]Lili Wang, Runze Li, Xuehuai Shi, Ling-Qi Yan, Zhichao Li:
Foveated Instant Radiosity. ISMAR 2020: 1-11 - [i3]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 abs/2009.02003 (2020) - [i2]Runze Li, Yufei Zhang, Haixin Chen:
Learning the aerodynamic design of supercritical airfoils through deep reinforcement learning. CoRR abs/2010.03651 (2020)
2010 – 2019
- 2019
- [j18]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: 23549-23559 (2019) - [j17]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): 2147-2154 (2019) - [j16]Guangren Yang, Ling Zhang
, Runze Li
, Yuan Huang:
Feature screening in ultrahigh-dimensional varying-coefficient Cox model. J. Multivar. Anal. 171: 284-297 (2019) - [j15]Mengyan Li, Yanyuan Ma, Runze Li
:
Semiparametric regression for measurement error model with heteroscedastic error. J. Multivar. Anal. 171: 320-338 (2019) - [j14]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): 69-108 (2019) - [c4]Runze Li, Bir Bhanu:
Fine-Grained Visual Dribbling Style Analysis for Soccer Videos With Augmented Dribble Energy Image. CVPR Workshops 2019: 2439-2447 - [i1]WenQian Liu, Runze Li, Meng Zheng, Srikrishna Karanam, Ziyan Wu, Bir Bhanu, Richard J. Radke, Octavia I. Camps:
Towards Visually Explaining Variational Autoencoders. CoRR abs/1911.07389 (2019) - 2018
- [j13]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: 60005-60015 (2018) - [j12]Jingyuan Liu, Lejia Lou, Runze Li
:
Variable selection for partially linear models via partial correlation. J. Multivar. Anal. 167: 418-434 (2018) - [j11]Su-Juan Qin
, Yukun Wang, Runze Li, Fei Gao, Qiao-Yan Wen:
The randomness in 2 → 1 quantum random access code without a shared reference frame. Quantum Inf. Process. 17(10): 276 (2018) - 2017
- [j10]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): 207-240 (2017) - [c3]Leixian Qiao, Yaohui Zhu, Runze Li, Weiqing Min, Shuqiang Jiang:
Indoor RGB-D Object Detection with the Guidance of Hand-Held Objects. ICIMCS 2017: 116-127 - 2016
- [j9]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: 16:1-16:26 (2016) - [j8]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): 3041-3052 (2016) - 2014
- [c2]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: 251-256 - 2012
- [j7]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): 162-174 (2012) - [c1]Chuang Zhang, Xiaotian Wang, Songlin Wen, Runze Li:
BUPT_PRIS at TREC 2012 Session Track. TREC 2012 - 2011
- [j6]Jiahan Li, Kiranmoy Das, Guifang Fu
, Runze Li
, Rongling Wu:
The Bayesian lasso for genome-wide association studies. Bioinform. 27(4): 516-523 (2011) - [j5]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): 1412-1425 (2011)
2000 – 2009
- 2007
- [j4]Kai-Tai Fang, Aijun Zhang
, Runze Li
:
An effective algorithm for generation of factorial designs with generalized minimum aberration. J. Complex. 23(4-6): 740-751 (2007) - 2006
- [j3]Runze Li:
Introduction to Nonparametric Regression. Technometrics 48(4): 575-576 (2006) - 2005
- [j2]Runze Li
, Agus Sudjianto:
Analysis of Computer Experiments Using Penalized Likelihood in Gaussian Kriging Models. Technometrics 47(2): 111-120 (2005) - 2001
- [j1]Jia-Juan Liang, Kai-Tai Fang, Fred J. Hickernell, Runze Li:
Testing multivariate uniformity and its applications. Math. Comput. 70(233): 337-355 (2001)
Coauthor Index
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