Sotabase

Career

· Researcher (PhD Student), University of Warwick, Department of Computer Science, NLP Group2024–

Publications (39)

Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
Annual Meeting of the Association for Computational Linguistics · 2021
168
cited
Sufficient dimension reduction through discretization-expectation estimation
2010
117
cited
Consistent tuning parameter selection in high dimensional sparse linear regression
Journal of Multivariate Analysis · 2011
53
cited
Non-convex penalized estimation in high-dimensional models with single-index structure
Journal of Multivariate Analysis · 2012
42
cited
Estimation for a marginal generalized single-index longitudinal model
Journal of Multivariate Analysis · 2012
29
cited
PENALIZED MINIMUM AVERAGE VARIANCE ESTIMATION
2013
27
cited
A distribution-based LASSO for a general single-index model
2015
26
cited
Single‐index varying coefficient model for functional responses
Biometrics · 2016
26
cited
Dimensionality determination: A thresholding double ridge ratio approach
Computational Statistics & Data Analysis · 2020
24
cited
Sparse sufficient dimension reduction using optimal scoring
Computational Statistics & Data Analysis · 2013
22
cited
Ultrahigh dimensional time course feature selection
Biometrics · 2014
22
cited
Estimating a sparse reduction for general regression in high dimensions
Statistics and computing · 2016
21
cited
Transformation-based estimation
Computational Statistics & Data Analysis · 2014
18
cited
A dimension reduction based approach for estimation and variable selection in partially linear single-index models with high-dimensional covariates
2012
17
cited
Covariance-enhanced discriminant analysis.
Biometrika · 2015
16
cited
Shrinkage estimation analysis of correlated binary data with a diverging number of parameters
Science China Mathematics · 2013
16
cited
Variable selection and estimation for semi-parametric multiple-index models
2015
16
cited
Dimension reduction with missing response at random
Computational Statistics & Data Analysis · 2014
15
cited
Estimation of a groupwise additive multiple-index model and its applications
2015
11
cited
New variable selection for linear mixed-effects models
2017
10
cited
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Lixing Zhu | Researcher Profile | Sotabase | Sotabase