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Alan J.X. Guo
Associate Professor, Center for Applied Mathematics, Tianjin University
Joined
October 2020
Names
Alan J.X. Guo
(Preferred)
,
Jiaxiang Guo
,
Alan J. X. Guo
Emails
****@tju.edu.cn
(Confirmed)
,
****@163.com
(Confirmed)
,
****@live.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Associate Professor
Center for Applied Mathematics,
Tianjin University
(tju.edu.cn)
2021
–
Present
Assistant Professor
Center for Applied Mathematics,
Tianjin University
(tju.edu.cn)
2016
–
2021
PhD student
Center for Combinatorics,
Nankai University
(nankai.edu.cn)
2011
–
2016
Advisors, Relations & Conflicts
PhD Advisor
William Y.C. Chen
2011
–
2016
Expertise
deep learning
Present
coding theory
Present
DNA storage
Present
Publications
DoDo-Code: an Efficient Levenshtein Distance Embedding-based Code for 4-ary IDS Channel
Alan J.X. Guo
,
Sihan Sun
,
Xiang Wei
,
Mengyi Wei
,
Xin Chen
NeurIPS 2025 poster
Readers:
Everyone
Disturbance-based Discretization, Differentiable IDS Channel, and an IDS-Correcting Code for DNA Storage
Alan J.X. Guo
,
Mengyi Wei
,
Yufan Dai
,
Yali Wei
,
Pengchen Zhang
Submitted to ICML 2025
Readers:
Everyone
Gumbel-Softmax Discretization Constraint, Differentiable IDS Channel, and an IDS-Correcting Code for DNA Storage
Alan J.X. Guo
,
Mengyi Wei
,
Yufan Dai
,
Yali Wei
,
Pengchen Zhang
Submitted to ICLR 2025
Readers:
Everyone
Levenshtein Distance Embedding with Poisson Regression for DNA Storage
Xiang Wei
,
Alan J. X. Guo
,
Sihan Sun
,
Mengyi Wei
,
Wei Yu
AAAI 2024
Readers:
Everyone
Group-based network pruning via nonlinear relationship between convolution filters
Guanqun Zhang
,
Shuai Xu
,
Jing Li
,
Alan J. X. Guo
Published: 01 Jan 2022, Last Modified: 12 May 2023
Appl. Intell. 2022
Readers:
Everyone
Using Artificial Neural Networks to Model Errors in Biochemical Manipulation of DNA Molecules
Alan J. X. Guo
,
Hao Qi
Published: 01 Jan 2022, Last Modified: 12 May 2023
IEEE ACM Trans. Comput. Biol. Bioinform. 2022
Readers:
Everyone
Deep Squared Euclidean Approximation to the Levenshtein Distance for DNA Storage
Alan J. X. Guo
,
Cong Liang
,
Qing-Hu Hou
Published: 01 Jan 2022, Last Modified: 12 May 2023
ICML 2022
Readers:
Everyone
Improving deep hyperspectral image classification performance with spectral unmixing
Alan J. X. Guo
,
Fei Zhu
Published: 01 Jan 2021, Last Modified: 12 May 2023
Signal Process. 2021
Readers:
Everyone
Hyperspectral Image Classification With Deep Metric Learning and Conditional Random Field
Yi Liang
,
Xin Zhao
,
Alan J. X. Guo
,
Fei Zhu
Published: 01 Jan 2020, Last Modified: 12 May 2023
IEEE Geosci. Remote. Sens. Lett. 2020
Readers:
Everyone
A CNN-Based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification
Alan J. X. Guo
,
Fei Zhu
Published: 01 Jan 2019, Last Modified: 12 May 2023
IEEE Trans. Geosci. Remote. Sens. 2019
Readers:
Everyone
View all 12 publications
Co-Authors
Cong Liang
Fei Zhu
Guanqun Zhang
Hao Qi
Harry H. Y. Huang
Jing Li
Mengyi Wei
Pengchen Zhang
Peter L. Guo
Qing-Hu Hou
Shuai Xu
Sihan Sun
Thomas Y. H. Liu
Wei Yu
William Y. C. Chen
Xiang Wei
Xin Chen
Xin Zhao
Yali Wei
Yi Liang
Yufan Dai