Xiaolei Lu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Nonlinear Regression

Keyphrase Extraction

Gaussian Processes

Sequence Labeling

Top Venues

IEEE Trans. Cybern.

Nat. Lang. Eng.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Xiaolei Lu, Jianghong Ma
Does Faithfulness Conflict with Plausibility? An Empirical Study in Explainable AI across NLP Tasks. CoRR (2024)
Xiaolei Lu, Tommy W. S. Chow
Partial Sequence Labeling With Structured Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xiaolei Lu, Jianghong Ma, Haode Zhang
Asymmetric feature interaction for interpreting model predictions. ACL (Findings) (2023)
Xiaolei Lu, Tommy W. S. Chow
Modeling Sequential Annotations for Sequence Labeling With Crowds. IEEE Trans. Cybern. 53 (4) (2023)
Xiaolei Lu, Jianghong Ma, Haode Zhang
Asymmetric feature interaction for interpreting model predictions. CoRR (2023)
Weiquan Liu, Yu Zang, Zhangyue Xiong, Xuesheng Bian, Chenglu Wen, Xiaolei Lu, Cheng Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li
3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Xiaolei Lu
Learning Ambiguity from Crowd Sequential Annotations. CoRR (2023)
Xiaolei Lu, Tommy W. S. Chow
Weak Disambiguation for Partial Structured Output Learning. IEEE Trans. Cybern. 52 (2) (2022)
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. CoRR (2022)
Xiaolei Lu, Tommy W. S. Chow
Duration modeling with semi-Markov Conditional Random Fields for keyphrase extraction. CoRR (2022)
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. NAACL-HLT (2022)
Xiaolei Lu, Tommy W. S. Chow
Modeling sequential annotations for sequence labeling with crowds. CoRR (2022)
Xiaolei Lu, Tommy W. S. Chow
Partial sequence labeling with structured Gaussian Processes. CoRR (2022)
Xiaolei Lu, Tommy W. S. Chow
Weak Disambiguation for Partial Structured Output Learning. CoRR (2022)
Xiaolei Lu
Machine Learning for Text, by Charu C. Aggarwal, New York, Springer, 2018. ISBN 9783319735306. XXIII + 493 pages. Nat. Lang. Eng. 28 (4) (2022)
Xiaolei Lu, Tommy W. S. Chow
Duration Modeling with Semi-Markov Conditional Random Fields for Keyphrase Extraction. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Bin Ni, Xiaolei Lu, Yiqi Tong
SynXLM-R: Syntax-Enhanced XLM-R in Translation Quality Estimation. NLPCC (2) (2021)
Xiaolei Lu, Bin Ni
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model. CoRR (2019)
Xiaolei Lu, Bin Ni
Low-dimensional Semantic Space: from Text to Word Embedding. CoRR (2019)
Xiaolei Lu, Xuebin Lü
ADMM for image restoration based on nonlocal simultaneous sparse Bayesian coding. Signal Process. Image Commun. 70 (2019)
Xiaolei Lu, Tommy W. S. Chow, Haijun Zhang
Piecewise Large Margin Learning for Partially Annotated Sequences. INDIN (2019)
Xiaolei Lu, Xuebin Lü, Yongsheng Zuo
Simultaneous sparse coding with Laplacian scale mixture prior for image restoration. J. Electronic Imaging 27 (05) (2018)
Xiaolei Lu, Xuebin Lü, Yongsheng Zuo
Spherically contoured exponential scale mixture prior based nonlocal image restoration with ADMM framework. J. Vis. Commun. Image Represent. 55 (2018)
Xiaolei Lu, Satoshi Kuriki
Simultaneous confidence bands for contrasts between several nonlinear regression curves. J. Multivar. Anal. 155 (2017)
Wei Gao, Ping Shing Chan, Hon Keung Tony Ng, Xiaolei Lu
Efficient computational algorithm for optimal allocation in regression models. J. Comput. Appl. Math. 261 (2014)
Liya Yi, Xiaolei Lu, Jinjun Wang, Benxiong Huang
Image Deblurring with Impulse Noise Using Split Bregman Algorithm. ISCID (2) (2009)