Lixing Zhu

Publication Activity (10 Years)

Years Active: 2009-2025
Publications (10 Years): 56

Top Topics

Linear Regression

Regression Methods

High Dimensions

Transformation Model

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Wenbiao Zhao, Xuehu Zhu, Lixing Zhu
Minimax rates of convergence for sliced inverse regression with differential privacy. Comput. Stat. Data Anal. 201 (2025)
Wenbiao Zhao, Lixing Zhu
Detecting change structures of nonparametric regressions. Comput. Stat. Data Anal. 190 (2024)
Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He
Scene Graph Aided Radiology Report Generation. CoRR (2024)
Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models. ACL (1) (2024)
Weichao Yang, Xu Guo, Lixing Zhu
Tests for high-dimensional generalized linear models under general covariance structure. Comput. Stat. Data Anal. 199 (2024)
Guangbao Guo, Haoyue Song, Lixing Zhu
The COR criterion for optimal subset selection in distributed estimation. Stat. Comput. 34 (5) (2024)
Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models. CoRR (2024)
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
NarrativePlay: Interactive Narrative Understanding. EACL (Demonstrations) (2024)
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing. AAAI (2024)
Niwen Zhou, Xu Guo, Lixing Zhu
Significance test for semiparametric conditional average treatment effects and other structural functions. Comput. Stat. Data Anal. 189 (2024)
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
PANACEA: An Automated Misinformation Detection System on COVID-19. EACL (System Demonstrations) (2023)
Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. EMNLP (Findings) (2023)
Yicheng Zeng, Lixing Zhu
Order determination for spiked-type models with a divergent number of spikes. Comput. Stat. Data Anal. 182 (2023)
Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He
Can Prompt Learning Benefit Radiology Report Generation? CoRR (2023)
Tao Qiu, Wangli Xu, Lixing Zhu
Independence tests with random subspace of two random vectors in high dimension. J. Multivar. Anal. 195 (2023)
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
NarrativePlay: Interactive Narrative Understanding. CoRR (2023)
Chunming Zhang, Lixing Zhu, Yanbo Shen
Robust estimation in regression and classification methods for large dimensional data. Mach. Learn. 112 (9) (2023)
Lixing Zhu, Runcong Zhao, Gabriele Pergola, Yulan He
Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions. ACL (Findings) (2023)
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
PANACEA: An Automated Misinformation Detection System on COVID-19. CoRR (2023)
Ran Liu, Lixing Zhu
Specification testing for ordinary differential equation models with fixed design and applications to COVID-19 epidemic models. Comput. Stat. Data Anal. 180 (2023)
Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. CoRR (2023)
Lixing Zhu, Zheng Fang, Gabriele Pergola, Robert Procter, Yulan He
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media. NAACL-HLT (2022)
Lixing Zhu, Zheng Fang, Gabriele Pergola, Rob Procter, Yulan He
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media. CoRR (2022)
Feifei Chen, M. Dolores Jiménez-Gamero, Simos G. Meintanis, Lixing Zhu
A general Monte Carlo method for multivariate goodness-of-fit testing applied to elliptical families. Comput. Stat. Data Anal. 175 (2022)
Junshan Xie, Yicheng Zeng, Lixing Zhu
Limiting laws for extreme eigenvalues of large-dimensional spiked Fisher matrices with a divergent number of spikes. J. Multivar. Anal. 184 (2021)
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. CoRR (2021)
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. ACL/IJCNLP (1) (2021)
Feifei Chen, Qing Jiang, Zhenghui Feng, Lixing Zhu
Model checks for functional linear regression models based on projected empirical processes. Comput. Stat. Data Anal. 144 (2020)
Lixing Zhu, Yulan He, Deyu Zhou
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter. ACL (2020)
Chuanlong Xie, Lixing Zhu
Generalized kernel-based inverse regression methods for sufficient dimension reduction. Comput. Stat. Data Anal. 150 (2020)
Lixing Zhu, Deyu Zhou, Yulan He
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings. Trans. Assoc. Comput. Linguistics 8 (2020)
Lixing Zhu, Yulan He, Deyu Zhou
Neural opinion dynamics model for the prediction of user-level stance dynamics. Inf. Process. Manag. 57 (2) (2020)
Lixing Zhu, Yulan He, Deyu Zhou
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings. CoRR (2020)
Xuehu Zhu, Xu Guo, Tao Wang, Lixing Zhu
Dimensionality determination: A thresholding double ridge ratio approach. Comput. Stat. Data Anal. 146 (2020)
Lixing Zhu, Yulan He, Deyu Zhou
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter. CoRR (2020)
Jun Lu, Xuehu Zhu, Lu Lin, Lixing Zhu
Estimation for biased partial linear single index models. Comput. Stat. Data Anal. 139 (2019)
Lingzhu Li, Sung Nok Chiu, Lixing Zhu
Model checking for regressions: An approach bridging between local smoothing and global smoothing methods. Comput. Stat. Data Anal. 138 (2019)
Feifei Chen, Simos G. Meintanis, Lixing Zhu
On some characterizations and multidimensional criteria for testing homogeneity, symmetry and independence. J. Multivar. Anal. 173 (2019)
Xu Guo, Lianlian Song, Yun Fang, Lixing Zhu
Model checking for general linear regression with nonignorable missing response. Comput. Stat. Data Anal. 138 (2019)
Chuanlong Xie, Lixing Zhu
A goodness-of-fit test for variable-adjusted models. Comput. Stat. Data Anal. 138 (2019)
Lixing Zhu, Yulan He, Deyu Zhou
Hierarchical viewpoint discovery from tweets using Bayesian modelling. Expert Syst. Appl. 116 (2019)
Qing Jiang, Marie Husková, Simos G. Meintanis, Lixing Zhu
Asymptotics, finite-sample comparisons and applications for two-sample tests with functional data. J. Multivar. Anal. 170 (2019)
Cuizhen Niu, Xu Guo, Yong Li, Lixing Zhu
Pairwise distance-based tests for conditional symmetry. Comput. Stat. Data Anal. 128 (2018)
Tao Wang, Mengjie Chen, Hongyu Zhao, Lixing Zhu
Estimating a sparse reduction for general regression in high dimensions. Stat. Comput. 28 (1) (2018)
Junlong Zhao, Hongyu Zhao, Lixing Zhu
Pivotal variable detection of the covariance matrix and its application to high-dimensional factor models. Stat. Comput. 28 (4) (2018)
Fei Chen, Lei Shi, Xuehu Zhu, Lixing Zhu
Generalized principal Hessian directions for mixture multivariate skew elliptical distributions. J. Multivar. Anal. 168 (2018)
Xu Guo, Yun Fang, Xuehu Zhu, Wangli Xu, Lixing Zhu
Semiparametric double robust and efficient estimation for mean functionals with response missing at random. Comput. Stat. Data Anal. 128 (2018)
Xuehu Zhu, Tao Wang, Junlong Zhao, Lixing Zhu
Inference for biased transformation models. Comput. Stat. Data Anal. 109 (2017)
Tao Wang, Xuerong Meggie Wen, Lixing Zhu
Multiple-population shrinkage estimation via sliced inverse regression. Stat. Comput. 27 (1) (2017)
Xuehu Zhu, Xu Guo, Lixing Zhu
An adaptive-to-model test for partially parametric single-index models. Stat. Comput. 27 (5) (2017)
Lu Lin, Lixing Zhu, Yujie Gai
Inference for biased models: A quasi-instrumental variable approach. J. Multivar. Anal. 145 (2016)
Xuehu Zhu, Fei Chen, Xu Guo, Lixing Zhu
Heteroscedasticity testing for regression models: A dimension reduction-based model adaptive approach. Comput. Stat. Data Anal. 103 (2016)
Ross Iaci, Xiangrong Yin, Lixing Zhu
The Dual Central Subspaces in dimension reduction. J. Multivar. Anal. 145 (2016)
Song Song, Lixing Zhu
Group-wise semiparametric modeling: A SCSE approach. J. Multivar. Anal. 152 (2016)
Jingke Zhou, Lixing Zhu
Principal minimax support vector machine for sufficient dimension reduction with contaminated data. Comput. Stat. Data Anal. 94 (2016)
Yan Fan, Yujie Gai, Lixing Zhu
Asymtotics of Dantzig selector for a general single-index model. J. Syst. Sci. Complex. 29 (4) (2016)
Fei Chen, Zaixing Li, Lei Shi, Lixing Zhu
Inference for mixed models of ANOVA type with high-dimensional data. J. Multivar. Anal. 133 (2015)
Xinchao Luo, Lixing Zhu, Linglong Kong, Hongtu Zhu
Functional Nonlinear Mixed Effects Models for Longitudinal Image Data. IPMI (2015)
Jingke Zhou, Wangli Xu, Lixing Zhu
Robust estimating equation-based sufficient dimension reduction. J. Multivar. Anal. 134 (2015)
Xuehu Zhu, Xu Guo, Lu Lin, Lixing Zhu
Heteroscedasticity checks for single index models. J. Multivar. Anal. 136 (2015)
Zhenghui Feng, Tao Wang, Lixing Zhu
Transformation-based estimation. Comput. Stat. Data Anal. 78 (2014)
Xu Guo, Tao Wang, Wangli Xu, Lixing Zhu
Dimension reduction with missing response at random. Comput. Stat. Data Anal. 69 (2014)
Wei Yu, Wangli Xu, Lixing Zhu
Transformation-based model averaged tail area inference. Comput. Stat. 29 (6) (2014)
Xu Guo, Wangli Xu, Lixing Zhu
Multi-index regression models with missing covariates at random. J. Multivar. Anal. 123 (2014)
Cuizhen Niu, Xu Guo, Wangli Xu, Lixing Zhu
Empirical likelihood inference in linear regression with nonignorable missing response. Comput. Stat. Data Anal. 79 (2014)
Gaorong Li, Heng Lian, Sanying Feng, Lixing Zhu
Automatic variable selection for longitudinal generalized linear models. Comput. Stat. Data Anal. 61 (2013)
Lu Lin, Jing Sun, Lixing Zhu
Nonparametric feature screening. Comput. Stat. Data Anal. 67 (2013)
Tao Wang, Lixing Zhu
Sparse sufficient dimension reduction using optimal scoring. Comput. Stat. Data Anal. 57 (1) (2013)
Gaorong Li, Lu Lin, Lixing Zhu
Empirical likelihood for a varying coefficient partially linear model with diverging number of parameters. J. Multivar. Anal. 105 (1) (2012)
Peirong Xu, Lixing Zhu
Estimation for a marginal generalized single-index longitudinal model. J. Multivar. Anal. 105 (1) (2012)
Tao Wang, Peirong Xu, Lixing Zhu
Non-convex penalized estimation in high-dimensional models with single-index structure. J. Multivar. Anal. 109 (2012)
Zhenghui Feng, Lixing Zhu
An alternating determination-optimization approach for an additive multi-index model. Comput. Stat. Data Anal. 56 (6) (2012)
Tao Wang, Lixing Zhu
Consistent tuning parameter selection in high dimensional sparse linear regression. J. Multivar. Anal. 102 (7) (2011)
Gaorong Li, Lixing Zhu, Liugen Xue, Sanying Feng
Empirical likelihood inference in partially linear single-index models for longitudinal data. J. Multivar. Anal. 101 (3) (2010)
Ziqing Chang, Liugen Xue, Lixing Zhu
On an asymptotically more efficient estimation of the single-index model. J. Multivar. Anal. 101 (8) (2010)
Lixing Zhu, Lu Lin, Xia Cui, Gaorong Li
Bias-corrected empirical likelihood in a multi-link semiparametric model. J. Multivar. Anal. 101 (4) (2010)
Zaixing Li, Wangli Xu, Lixing Zhu
Influence diagnostics and outlier tests for varying coefficient mixed models. J. Multivar. Anal. 100 (9) (2009)