Licheng Zong (宗理成)
Ph.D. Student
Artificial Intelligence in Healthcare Group (AIH)
Department of Computer Science and Engineering (CSE)
The Chinese University of Hong Kong (CUHK)
Office: Rm 1026, Ho Sin-Hang Engineering Building, CUHK
Shatin, N.T., Hong Kong SAR
Email: zolich729@gmail.com
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Research Interests |
I am working at the intersection between Deep Learning and Bioinformatics, including:
- Computational Methodology in Bioinformatics
- Healthcare-Related applications of Deep Learning
- Electronic Health Record Analysis
- Nanopore Sequencing Data Analysis
- GNN in Drug Discovery
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Short Bio |
I started to pursue my Ph.D. degree in the Department of Computer Science and Engineering,
The Chinese University of Hong Kong (CUHK-CSE) from Aug 2021.
I'm a Member of AIH Group, advised by Prof.
Yu Li.
I obtained my Bachelor degree in Automation Science and Technology at Xi'an Jiaotong University in July 2021.
I graduated from Hefei No.1 School, a fantastic High School in July 2014.
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Education |
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Experience
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Publications (*equal contribution, #corresponding)
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7.
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Interpretable RNA Foundation Model from Unannotated Data
for Highly Accurate RNA Structure and Function Predictions
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Jiayang Chen*,
Zhihang Hu,
Siqi Sun*#,
Qingxiong Tan, Yixuan Wang, Qinze Yu,
Licheng Zong, Liang Hong, Jin Xiao, Tao Shen,
Irwin King,
Yu Li#
ICML Workshop on Computational Biology, 2022
[Paper] |
[Codes] |
[Web Server] |
[BIB]
Covered by [机器之心 News]
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5.
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AcrNET: Predicting Anti-CRISPR with Deep Learning
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Yunxiang Li*, Yumeng Wei*, Sheng Xu, Qingxiong Tan,
Licheng Zong,
Jiuming Wang, Yixuan Wang, Jiayang Chen, Liang Hong,
Yu Li#
Bioinformatics (IF=6.931), under major revision, 2022
[Paper] |
[Codes] |
[BIB]
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4.
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Self-supervised contrastive learning for integrative single cell RNA-seq data analysis
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Wenkai Han*,
Yuqi Cheng*, Jiayang Chen*, Huawen Zhong,
Zhihang Hu,
Siyuan Chen,
Licheng Zong,
Liang Hong,
Ting Fung Chan,
Irwin King,
Xin Gao#,
Yu Li#
Briefings in Bioinformatics (IF=13.994), Volume 23, Issue 5, Sep 2022
[Paper] |
[Codes] |
[BIB]
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2.
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HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides
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Qinze Yu, Zhihang Dong, Xingyu Fan,
Licheng Zong,
Yu Li#
arXiv Preprint, 2021
[Paper] |
[BIB]
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1.
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Model Adaption Object Detection System for Robot
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Jingwen Fu,
Licheng Zong,
Yinbing Li, Ke Li, Bingqian Yang, Xibei Liu
39th Chinese Control Conference (CCC), 2020
[Paper] |
[BIB]
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Honors and Awards
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Full Postgraduate Studentship | The Chinese Univeristy of Hong Kong
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2021
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Execellent Graduate | Xi'an Jiaotong University
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2021
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Execellent Student | Xi'an Jiaotong University
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2020
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First Prize | National College Robot Competition (ROBOCON)
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2019
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Meritorious Winner | MCM/ICM Contest in Modeling
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2019
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Teaching
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Recent News
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--- Jan 2023, started to be the TA of AIST4010 Spring 2023.
--- Sep 2022, started to be the TA of AIST1000.
--- Aug 2022, CLEAR has been accepted by Briefings in Bioinformatics
(IF=13.994)!
--- Jul 2022, RNA-FM was presented on the ICML 2022 Workshop on Computational Biology.
--- Jan 2022, started to be the TA of AIST4010.
--- Nov 2021, RBP Review Paper has been accepted by Briefings in Bioinformatics
(IF=13.994)!
--- Sep 2021, started to be the TA of BMEG3105.
--- Aug 2021, became a Ph.D. student in CUHK!
--- Jul 2021, graduated from Xi'an Jiaotong University!
--- May 2021, decided to pursue a Ph.D. in Computer Science and Engineering at CUHK!
--- Mar 2021, won the Execellent Graduate of Xi'an Jiaotong University.
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