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Junquan Huang
Undergrad student, School of Computer, South China Normal University
Joined
May 2024
Names
Junquan Huang
(Preferred)
,
Jun-Quan Huang
Emails
****@m.scnu.edu.cn
(Confirmed)
,
****@m.scnu.edu.cn
(Confirmed)
,
****@qq.com
(Confirmed)
Personal Links
Homepage
ORCID
Career & Education History
Undergrad student
School of Computer,
South China Normal University
(scnu.edu.cn)
2022
–
2026
Advisors, Relations & Conflicts
Coauthor
Zong-Gan Chen
Present
Expertise
Artificial Intelligence
Present
Computational Intelligence
Present
Evolutionary Computation
Present
Combinatorial Optimization
Present
Deep Learning Application
Present
Publications
RsGCN: Subgraph-Based Rescaling Enhances Generalization of GCNs for Solving Traveling Salesman Problems
Junquan Huang
,
Zong-Gan Chen
,
Yuncheng Jiang
,
Zhi-Hui Zhan
Submitted to ICLR 2026
Readers:
Everyone
Rethinking GCNs for the Traveling Salesman Problem: Are We Encoding Effectively?
Junquan Huang
,
Boyuan Zheng
,
Jungang Li
,
Zihao Dongfang
,
Song Dai
,
Yu Huang
,
Yubo Gao
,
Xuming Hu
,
Zong-Gan Chen
Submitted to ICLR 2026
Readers:
Everyone
Co-Authors
Boyuan Zheng
Jungang Li
Song Dai
Xuming Hu
Yu Huang
Yubo Gao
Yuncheng Jiang
Zhi-Hui Zhan
Zihao Dongfang
Zong-Gan Chen