Ji Zhu

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 28

Top Topics

Hepatitis C Virus

Principal Component Regression

Internet Services

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

BMC Medical Informatics Decis. Mak.

Publications

Chiyu Zhang, Yifei Sun, Minghao Wu, Jun Chen, Jie Lei, Muhammad Abdul-Mageed, Rong Jin, Angli Liu, Ji Zhu, Sem Park, Ning Yao, Bo Long
EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations. CoRR (2024)
Hanying Zhang, Xiaohang Zhang, Tianbo Zhang, Ji Zhu
Capturing the form of feature interactions in black-box models. Inf. Process. Manag. 60 (4) (2023)
Tianxi Li, Yun-Jhong Wu, Elizaveta Levina, Ji Zhu
Link Prediction for Egocentrically Sampled Networks. J. Comput. Graph. Stat. 32 (4) (2023)
Ji Zhu, Shuqin Cao, Guofei Shang, Jiancheng Shi, Xinyun Wang, Zhaojun Zheng, Chenzou Liu, Huicai Yang, Baoni Xie
Subpixel Snow Mapping Using Daily AVHRR/2 Data over Qinghai-Tibet Plateau. Remote. Sens. 14 (12) (2022)
Xiaohang Zhang, Hanying Zhang, Ji Zhu, Zhengren Li
Revealing the structure of prediction models through feature interaction detection. Knowl. Based Syst. 236 (2022)
Brandon Oselio, Amit G. Singal, Xuefei Zhang, Tony Van, Boang Liu, Ji Zhu, Akbar K. Waljee
Reinforcement learning evaluation of treatment policies for patients with hepatitis C virus. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Weijing Tang, Jiaqi Ma, Qiaozhu Mei, Ji Zhu
SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks. J. Mach. Learn. Res. 23 (2022)
Lauren A. Beste, Xuefei Zhang, Grace L. Su, Tony Van, George N. Ioannou, Brandon Oselio, Monica Tincopa, Boang Liu, Amit G. Singal, Ji Zhu, Akbar K. Waljee
Adapted time-varying covariates Cox model for predicting future cirrhosis development performs well in a large hepatitis C cohort. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Chuang Liu, Hua Yang, Ji Zhu, Xinzhe Li, Zhigang Chang, Shibao Zheng
Graph similarity rectification for person search. Neurocomputing 465 (2021)
Ji Zhu
Factors Affecting the Physical Education Practice Teaching Effect of University Students. CIPAE (2021)
Nam-Hee Choi, Kerby Shedden, Gongjun Xu, Xuefei Zhang, Ji Zhu
Comment: Ridge Regression, Ranking Variables and Improved Principal Component Regression. Technometrics 62 (4) (2020)
Chenjun Shi, Ji Zhu, Mingqian Xu, Xu Wu, Yan Peng, Wenzheng Bao
An Approach of Spectra Standardization and Qualitative Identification for Biomedical Materials Based on Terahertz Spectroscopy. Sci. Program. 2020 (2020)
Weijing Tang, Jiaqi Ma, Qiaozhu Mei, Ji Zhu
SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks. CoRR (2020)
Xuefei Zhang, Songkai Xue, Ji Zhu
A Flexible Latent Space Model for Multilayer Networks. ICML (2020)
Jiaqi Ma, Weijing Tang, Ji Zhu, Qiaozhu Mei
A Flexible Generative Framework for Graph-based Semi-supervised Learning. CoRR (2019)
Kevin He, Jian Kang, Hyokyoung Grace Hong, Ji Zhu, Yanming Li, Huazhen Lin, Han Xu, Yi Li
Covariance-insured screening. Comput. Stat. Data Anal. 132 (2019)
Jiaqi Ma, Weijing Tang, Ji Zhu, Qiaozhu Mei
A Flexible Generative Framework for Graph-based Semi-supervised Learning. NeurIPS (2019)
Jun Chen, Ji Zhu, Jieping Ye
An Attention-Based Hybrid Network for Automatic Detection of Alzheimer's Disease from Narrative Speech. INTERSPEECH (2019)
Shujie Lu, Jia Yu, Ji Zhu
Properties Emulation on TD-LTE Electric Power Wireless Private. ICCCS (5) (2018)
Kevin He, Jian Kang, Hyokyoung Grace Hong, Ji Zhu, Yanming Li, Huazhen Lin, Han Xu, Yi Li
Covariance-Insured Screening. CoRR (2018)
Qi Wang, Yunxia Mao, Ji Zhu, Xiaohang Zhang
Receiver responses to referral reward programs in social networks. Electron. Commer. Res. 18 (3) (2018)
Qi Wang, Yan Sun, Ji Zhu, Xiaohang Zhang
The impact of uncertain rewards on customers' recommendation intention in social networks. Internet Res. 28 (4) (2018)
Wenwu He, James Tin-Yau Kwok, Ji Zhu, Yang Liu
A Note on the Unification of Adaptive Online Learning. IEEE Trans. Neural Networks Learn. Syst. 28 (5) (2017)
Xinyu Wang, Hua Yang, Ji Zhu, Lin Chen, Junhao Huang
Person Re-identification Using Cascade Filter. IDEAL (2016)
Kevin He, Yanming Li, Ji Zhu, Hongliang Liu, Jeffrey E. Lee, Christopher I. Amos, Terry Hyslop, Jiashun Jin, Huazhen Lin, Qinyi Wei, Yi Li
Component-wise gradient boosting and false discovery control in survival analysis with high-dimensional covariates. Bioinform. 32 (1) (2016)
Xiaohang Zhang, Cenyue Wang, Zhengren Li, Ji Zhu, Wenhua Shi, Qi Wang
Exploring the sequential usage patterns of mobile Internet services based on Markov models. Electron. Commer. Res. Appl. 17 (2016)
Yanming Li, Hyokyoung Grace Hong, Jian Kang, Kevin He, Ji Zhu, Yi Li
Classification with Ultrahigh-Dimensional Features. CoRR (2016)
Ji Zhu, Shuqin Cao, Guofei Shang
Cloud removal from the AVHRR/2 images with cloud and snow over Qinghai-Tibet Plateau. IGARSS (2016)
Yun Li, Ji Zhu, Naisyin Wang
Regularized Semiparametric Estimation for Ordinary Differential Equations. Technometrics 57 (3) (2015)
Jianhua Zhao, Lei Shi, Ji Zhu
Two-Stage Regularized Linear Discriminant Analysis for 2-D Data. IEEE Trans. Neural Networks Learn. Syst. 26 (8) (2015)
Na Zou, Yun Zhu, Ji Zhu, Mustafa Gökçe Baydogan, Wei Wang, Jing Li
A Transfer Learning Approach for Predictive Modeling of Degenerate Biological Systems. Technometrics 57 (3) (2015)
William Li, Ji Zhu
Comment: Model Selection With Strong and Weak Heredity Constraints. Technometrics 56 (1) (2014)
Xiaohang Zhang, Ji Zhu, Qi Wang, Han Zhao
Identifying influential nodes in complex networks with community structure. Knowl. Based Syst. 42 (2013)
Ashish Sood, Gareth M. James, Gerard J. Tellis, Ji Zhu
Predicting the Path of Technological Innovation: SAW vs. Moore, Bass, Gompertz, and Kryder. Mark. Sci. 31 (6) (2012)
Xiaohang Zhang, Ji Zhu, Shuhua Xu, Yan Wan
Predicting customer churn through interpersonal influence. Knowl. Based Syst. 28 (2012)
Ji Zhu, Mudhakar Srivatsa
Poster: on quantitative information flow metrics. CCS (2011)
Jiyi Wu, Qianli Shen, Tong Wang, Ji Zhu, Jianlin Zhang
Recent Advances in Cloud Security. J. Comput. 6 (10) (2011)
Ji Zhu, Mudhakar Srivatsa
Quantifying Information Leakage in Finite Order Deterministic Programs. ICC (2011)
Ashin Mukherjee, Ji Zhu
Reduced rank ridge regression and its kernel extensions. Stat. Anal. Data Min. 4 (6) (2011)
Li Wang, Ji Zhu
Image denoising via solution paths. Ann. Oper. Res. 174 (1) (2010)
Li Wang, Ji Zhu
Financial market forecasting using a two-step kernel learning method for the support vector regression. Ann. Oper. Res. 174 (1) (2010)
Ji Zhu, Mudhakar Srivatsa
Quantifying Information Leakage in Finite Order Deterministic Programs CoRR (2010)
Hao Zheng, Fugui Wang, Jiangfeng Xu, Nengfeng Zhou, Minping Qian, Ji Zhu, Minghua Deng
Pathway Detection Based on Hierarchical LASSO Regression Model. BMEI (2009)
Hao Zheng, Xingyi Hang, Ji Zhu, Minping Qian, Wubin Qu, Chenggang Zhang, Minghua Deng
REMAS: a new regression model to identify alternative splicing events from exon array data. BMC Bioinform. 10 (S-1) (2009)
Li Wang, Ji Zhu, Hui Zou
Hybrid huberized support vector machines for microarray classification and gene selection. Bioinform. 24 (3) (2008)
Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu
Regularization in Infinite Dimensional Feature Spaces. COLT (2007)
Li Wang, Ji Zhu, Hui Zou
Hybrid huberized support vector machines for microarray classification. ICML (2007)
Lacey Gunter, Ji Zhu
Efficient Computation and Model Selection for the Support Vector Regression. Neural Comput. 19 (6) (2007)
Youjuan Li, Ji Zhu
Analysis of array CGH data for cancer studies using fused quantile regression. Bioinform. 23 (18) (2007)
Lacey Gunter, Ji Zhu, Susan A. Murphy
Variable Selection for Optimal Decision Making. AIME (2007)
Sijian Wang, Ji Zhu
Improved centroids estimation for the nearest shrunken centroid classifier. Bioinform. 23 (8) (2007)
Ji Zhu, Ang Guo, Zhonghua Lu, Yongwei Wu, Bin Shen, Xuebin Chi
Analysis of the Bioinformatics Grid Technique Applications in China. CCGRID (2006)
Zhili Wu, Chun-hung Li, Ji Zhu, Jian Huang
A Semi-supervised SVM for Manifold Learning. ICPR (2) (2006)
Li Wang, Michael D. Gordon, Ji Zhu
Regularized Least Absolute Deviations Regression and an Efficient Algorithm for Parameter Tuning. ICDM (2006)
David Abramson, Amanda Lynch, Hiroshi Takemiya, Yusuke Tanimura, Susumu Date, Haruki Nakamura, Karpjoo Jeong, Suntae Hwang, Ji Zhu, Zhonghua Lu, Céline Amoreira, Kim K. Baldridge, Hurng-Chun Lee, Chi-Wei Wang, Horng-Liang Shih, Tomas E. Molina, Wilfred W. Li, Peter W. Arzberger
Deploying Scientific Applications to the PRAGMA Grid Testbed: Strategies and Lessons. CCGRID (2006)
Lacey Gunter, Ji Zhu
Computing the Solution Path for the Regularized Support Vector Regression. NIPS (2005)
James Mauro, Ji Zhu, Ira Pramanick
The System Recovery Benchmark. PRDC (2004)
Ji Zhu, James Mauro, Ira Pramanick
Robustness Benchmarking for Hardware Maintenance Events. DSN (2003)
Ira Pramanick, James Mauro, Ji Zhu
A System Recovery Benchmark for Clusters. CLUSTER (2003)
Dong Tang, Ji Zhu, Roy Andrada
Automatic Generation of Availability Models in RAScad. DSN (2002)