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Journal Articles
- 2025
[j67]Wenbiao Zhao, Xuehu Zhu, Lixing Zhu:
Minimax rates of convergence for sliced inverse regression with differential privacy. Comput. Stat. Data Anal. 201: 108041 (2025)- 2024
- [j66]Niwen Zhou, Xu Guo, Lixing Zhu:
Significance test for semiparametric conditional average treatment effects and other structural functions. Comput. Stat. Data Anal. 189: 107839 (2024) - [j65]Wenbiao Zhao, Lixing Zhu:
Detecting change structures of nonparametric regressions. Comput. Stat. Data Anal. 190: 107856 (2024) - [j64]Weichao Yang, Xu Guo, Lixing Zhu:
Tests for high-dimensional generalized linear models under general covariance structure. Comput. Stat. Data Anal. 199: 108026 (2024) - [j63]Guangbao Guo, Haoyue Song, Lixing Zhu:
The COR criterion for optimal subset selection in distributed estimation. Stat. Comput. 34(5): 163 (2024) - [j62]Guangbao Guo, Haoyue Song, Lixing Zhu:
Correction to: The COR criterion for optimal subset selection in distributed estimation. Stat. Comput. 34(6): 179 (2024) - 2023
- [j61]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: 107616 (2023) - [j60]Yicheng Zeng, Lixing Zhu:
Order determination for spiked-type models with a divergent number of spikes. Comput. Stat. Data Anal. 182: 107704 (2023) - [j59]Tao Qiu, Wangli Xu
, Lixing Zhu:
Independence tests with random subspace of two random vectors in high dimension. J. Multivar. Anal. 195: 105160 (2023) - [j58]Chunming Zhang, Lixing Zhu, Yanbo Shen:
Robust estimation in regression and classification methods for large dimensional data. Mach. Learn. 112(9): 3361-3411 (2023) - 2022
- [j57]Feifei Chen, María-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: 107548 (2022) - 2021
- [j56]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: 104742 (2021) - 2020
- [j55]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: 106897 (2020) - [j54]Xuehu Zhu, Xu Guo, Tao Wang, Lixing Zhu:
Dimensionality determination: A thresholding double ridge ratio approach. Comput. Stat. Data Anal. 146: 106910 (2020) - [j53]Chuanlong Xie, Lixing Zhu:
Generalized kernel-based inverse regression methods for sufficient dimension reduction. Comput. Stat. Data Anal. 150: 106995 (2020) - [j52]Lixing Zhu, Yulan He, Deyu Zhou:
Neural opinion dynamics model for the prediction of user-level stance dynamics. Inf. Process. Manag. 57(2): 102031 (2020) - [j51]Lixing Zhu, Deyu Zhou, Yulan He:
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings. Trans. Assoc. Comput. Linguistics 8: 471-485 (2020) - 2019
- [j50]Xu Guo, Lianlian Song, Yun Fang, Lixing Zhu:
Model checking for general linear regression with nonignorable missing response. Comput. Stat. Data Anal. 138: 1-12 (2019) - [j49]Chuanlong Xie, Lixing Zhu:
A goodness-of-fit test for variable-adjusted models. Comput. Stat. Data Anal. 138: 27-48 (2019) - [j48]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: 64-82 (2019) - [j47]Jun Lu, Xuehu Zhu, Lu Lin, Lixing Zhu:
Estimation for biased partial linear single index models. Comput. Stat. Data Anal. 139: 1-13 (2019) - [j46]Lixing Zhu, Yulan He, Deyu Zhou:
Hierarchical viewpoint discovery from tweets using Bayesian modelling. Expert Syst. Appl. 116: 430-438 (2019) - [j45]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: 202-220 (2019) - [j44]Feifei Chen, Simos G. Meintanis, Lixing Zhu:
On some characterizations and multidimensional criteria for testing homogeneity, symmetry and independence. J. Multivar. Anal. 173: 125-144 (2019) - 2018
- [j43]Cuizhen Niu, Xu Guo, Yong Li, Lixing Zhu:
Pairwise distance-based tests for conditional symmetry. Comput. Stat. Data Anal. 128: 145-162 (2018) - [j42]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: 325-339 (2018) - [j41]Fei Chen, Lei Shi, Xuehu Zhu, Lixing Zhu:
Generalized principal Hessian directions for mixture multivariate skew elliptical distributions. J. Multivar. Anal. 168: 142-159 (2018) - [j40]Tao Wang, Mengjie Chen, Hongyu Zhao, Lixing Zhu:
Estimating a sparse reduction for general regression in high dimensions. Stat. Comput. 28(1): 33-46 (2018) - [j39]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): 775-793 (2018) - 2017
- [j38]Xuehu Zhu, Tao Wang, Junlong Zhao, Lixing Zhu:
Inference for biased transformation models. Comput. Stat. Data Anal. 109: 105-120 (2017) - [j37]Tao Wang, Xuerong Meggie Wen, Lixing Zhu:
Multiple-population shrinkage estimation via sliced inverse regression. Stat. Comput. 27(1): 103-114 (2017) - [j36]Xuehu Zhu, Xu Guo, Lixing Zhu:
An adaptive-to-model test for partially parametric single-index models. Stat. Comput. 27(5): 1193-1204 (2017) - 2016
- [j35]Jingke Zhou, Lixing Zhu:
Principal minimax support vector machine for sufficient dimension reduction with contaminated data. Comput. Stat. Data Anal. 94: 33-48 (2016) - [j34]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: 263-283 (2016) - [j33]Yan Fan, Yujie Gai, Lixing Zhu:
Asymtotics of Dantzig selector for a general single-index model. J. Syst. Sci. Complex. 29(4): 1123-1144 (2016) - [j32]Lu Lin, Lixing Zhu, Yujie Gai:
Inference for biased models: A quasi-instrumental variable approach. J. Multivar. Anal. 145: 22-36 (2016) - [j31]Ross Iaci, Xiangrong Yin, Lixing Zhu:
The Dual Central Subspaces in dimension reduction. J. Multivar. Anal. 145: 178-189 (2016) - [j30]Song Song, Lixing Zhu:
Group-wise semiparametric modeling: A SCSE approach. J. Multivar. Anal. 152: 1-14 (2016) - 2015
- [j29]Fei Chen, Zaixing Li, Lei Shi, Lixing Zhu:
Inference for mixed models of ANOVA type with high-dimensional data. J. Multivar. Anal. 133: 382-401 (2015) - [j28]Jingke Zhou, Wangli Xu, Lixing Zhu:
Robust estimating equation-based sufficient dimension reduction. J. Multivar. Anal. 134: 99-118 (2015) - [j27]Xuehu Zhu, Xu Guo, Lu Lin, Lixing Zhu:
Heteroscedasticity checks for single index models. J. Multivar. Anal. 136: 41-55 (2015) - 2014
- [j26]Xu Guo, Tao Wang, Wangli Xu, Lixing Zhu:
Dimension reduction with missing response at random. Comput. Stat. Data Anal. 69: 228-242 (2014) - [j25]Zhenghui Feng, Tao Wang, Lixing Zhu:
Transformation-based estimation. Comput. Stat. Data Anal. 78: 186-205 (2014) - [j24]Cuizhen Niu, Xu Guo, Wangli Xu, Lixing Zhu:
Empirical likelihood inference in linear regression with nonignorable missing response. Comput. Stat. Data Anal. 79: 91-112 (2014) - [j23]Wei Yu, Wangli Xu, Lixing Zhu:
Transformation-based model averaged tail area inference. Comput. Stat. 29(6): 1713-1726 (2014) - [j22]Xu Guo, Wangli Xu, Lixing Zhu:
Multi-index regression models with missing covariates at random. J. Multivar. Anal. 123: 345-363 (2014) - 2013
- [j21]Tao Wang, Lixing Zhu:
Sparse sufficient dimension reduction using optimal scoring. Comput. Stat. Data Anal. 57(1): 223-232 (2013) - [j20]Gaorong Li, Heng Lian, Sanying Feng, Lixing Zhu:
Automatic variable selection for longitudinal generalized linear models. Comput. Stat. Data Anal. 61: 174-186 (2013) - [j19]Lu Lin, Jing Sun, Lixing Zhu:
Nonparametric feature screening. Comput. Stat. Data Anal. 67: 162-174 (2013) - 2012
- [j18]Zhenghui Feng, Lixing Zhu:
An alternating determination-optimization approach for an additive multi-index model. Comput. Stat. Data Anal. 56(6): 1981-1993 (2012) - [j17]Jun Zhang, Li-Ping Zhu, Li-Xing Zhu:
On a dimension reduction regression with covariate adjustment. J. Multivar. Anal. 104(1): 39-55 (2012) - [j16]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): 85-111 (2012) - [j15]Peirong Xu, Lixing Zhu:
Estimation for a marginal generalized single-index longitudinal model. J. Multivar. Anal. 105(1): 285-299 (2012) - [j14]Zhou Yu, Li-Xing Zhu, Xuerong Meggie Wen:
On model-free conditional coordinate tests for regressions. J. Multivar. Anal. 109: 61-72 (2012) - [j13]Tao Wang, Peirong Xu, Lixing Zhu:
Non-convex penalized estimation in high-dimensional models with single-index structure. J. Multivar. Anal. 109: 221-235 (2012) - [j12]Jun Zhang, Li-Xing Zhu, Hua Liang:
Nonlinear models with measurement errors subject to single-indexed distortion. J. Multivar. Anal. 112: 1-23 (2012) - 2011
- [j11]Tao Wang, Lixing Zhu:
Consistent tuning parameter selection in high dimensional sparse linear regression. J. Multivar. Anal. 102(7): 1141-1151 (2011) - [j10]Li-Mei Zhang, Li-Ping Zhu, Li-Xing Zhu:
Sufficient dimension reduction in regressions through cumulative Hessian directions. Stat. Comput. 21(3): 325-334 (2011) - 2010
- [j9]Li-Ping Zhu, Zhou Yu, Li-Xing Zhu:
A sparse eigen-decomposition estimation in semiparametric regression. Comput. Stat. Data Anal. 54(4): 976-986 (2010) - [j8]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): 718-732 (2010) - [j7]Lixing Zhu, Lu Lin, Xia Cui, Gaorong Li:
Bias-corrected empirical likelihood in a multi-link semiparametric model. J. Multivar. Anal. 101(4): 850-868 (2010) - [j6]Gaorong Li, Li-Ping Zhu, Li-Xing Zhu:
Adaptive confidence region for the direction in semiparametric regressions. J. Multivar. Anal. 101(6): 1364-1377 (2010) - [j5]Ziqing Chang, Liugen Xue, Lixing Zhu:
On an asymptotically more efficient estimation of the single-index model. J. Multivar. Anal. 101(8): 1898-1901 (2010) - 2009
- [j4]Li-Ping Zhu, Li-Xing Zhu:
Nonconcave penalized inverse regression in single-index models with high dimensional predictors. J. Multivar. Anal. 100(5): 862-875 (2009) - [j3]Jinhong You, Xian Zhou, Li-Xing Zhu:
Inference on a regression model with noised variables and serially correlated errors. J. Multivar. Anal. 100(6): 1182-1197 (2009) - [j2]Zaixing Li, Wangli Xu, Lixing Zhu:
Influence diagnostics and outlier tests for varying coefficient mixed models. J. Multivar. Anal. 100(9): 2002-2017 (2009) - 2007
- [j1]Li-Xing Zhu, Megu Ohtaki, Yingxing Li:
On hybrid methods of inverse regression-based algorithms. Comput. Stat. Data Anal. 51(5): 2621-2635 (2007)
Conference and Workshop Papers
- 2024
- [c10]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: 23859-23861 - [c9]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: 8593-8623 - [c8]Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui:
NarrativePlay: Interactive Narrative Understanding. EACL (Demonstrations) 2024: 82-93 - 2023
- [c7]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: 1827-1842 - [c6]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: 67-74 - [c5]Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He:
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. EMNLP (Findings) 2023: 10098-10121 - 2022
- [c4]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: 1566-1580 - 2021
- [c3]Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He:
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. ACL/IJCNLP (1) 2021: 1571-1582 - 2020
- [c2]Lixing Zhu, Yulan He, Deyu Zhou:
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter. ACL 2020: 3804-3810 - 2015
- [c1]Xinchao Luo, Lixing Zhu, Linglong Kong, Hongtu Zhu:
Functional Nonlinear Mixed Effects Models for Longitudinal Image Data. IPMI 2015: 794-805
Informal and Other Publications
- 2024
- [i11]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 abs/2402.06044 (2024) - [i10]Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He:
Scene Graph Aided Radiology Report Generation. CoRR abs/2403.05687 (2024) - [i9]Chuhan Wang, Lixing Zhu, Xuehu Zhu:
Distributed quasi-Newton robust estimation under differential privacy. CoRR abs/2408.12353 (2024) - 2023
- [i8]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 abs/2303.01241 (2023) - [i7]Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He:
Can Prompt Learning Benefit Radiology Report Generation? CoRR abs/2308.16269 (2023) - [i6]Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui:
NarrativePlay: Interactive Narrative Understanding. CoRR abs/2310.01459 (2023) - [i5]Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He:
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. CoRR abs/2310.18783 (2023) - 2022
- [i4]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 abs/2205.03296 (2022) - 2021
- [i3]Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He:
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. CoRR abs/2106.01071 (2021) - 2020
- [i2]Lixing Zhu, Yulan He, Deyu Zhou:
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter. CoRR abs/2005.13486 (2020) - [i1]Lixing Zhu, Yulan He, Deyu Zhou:
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings. CoRR abs/2008.04702 (2020)
Coauthor Index
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