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Yue-Jiao Gong
Full Professor, Computer Science, South China University of Technology
Joined
February 2020
Names
Yue-Jiao Gong
(Preferred)
,
Yuejiao Gong
Emails
****@gmail.com
(Confirmed)
,
****@scut.edu.cn
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Full Professor
Computer Science,
South China University of Technology
(scut.edu.cn)
2019
–
2026
Associate Professor
Computer Science,
South China University of Technology
(scut.edu.cn)
2017
–
2019
Postdoc
Computer Science,
University of Macau
(umac.mo)
2015
–
2016
PhD student
Computer Science,
Sun Yat-sen University
(sysu.edu.cn)
2010
–
2014
Advisors, Relations & Conflicts
Postdoc Advisor
Yicong Zhou
2015
–
2016
PhD Advisor
Jun Zhang
2010
–
2014
Expertise
Learning to Optimize
2021
–
Present
Computational Intelligence
,
Evolutionary Computation
,
Swarm Intelligence
2008
–
Present
Publications
Evolutionary System 2 Reasoning: An Empirical Proof
Zeyuan Ma
,
Huang Wenqi
,
Guo-Huan Song
,
Hongshu Guo
,
Sijie Ma
,
Zhiguang Cao
,
Yue-Jiao Gong
AAAI 2026 Bridge LMReasoning
Readers:
Everyone
CODA: Learning to Guide Constraint-Aware Optimization for Hardware Accelerators
Yilin Huang
,
Yuan-Ting Zhong
,
Yue-Jiao Gong
,
Ke Zhu
,
Wei-Neng Chen
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
Hongshu Guo
,
Zeyuan Ma
,
Yining Ma
,
Xinglin Zhang
,
Wei-Neng Chen
,
Yue-Jiao Gong
NeurIPS 2025 poster
Readers:
Everyone
MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization
Zeyuan Ma
,
Yue-Jiao Gong
,
Hongshu Guo
,
Wenjie Qiu
,
Sijie Ma
,
Hongqiao Lian
,
Jiajun Zhan
,
Kaixu Chen
,
Chen Wang
,
Zhiyang Huang
,
Zechuan Huang
,
Guojun Peng
,
Ran Cheng
,
Yining Ma
NeurIPS 2025 Datasets and Benchmarks Track poster
Readers:
Everyone
Meta-Black-Box-Optimization through Offline Q-function Learning
Zeyuan Ma
,
Zhiguang Cao
,
Zhou Jiang
,
Hongshu Guo
,
Yue-Jiao Gong
ICML 2025 poster
Readers:
Everyone
Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding
Jinbiao Chen
,
Zhiguang Cao
,
Jiahai Wang
,
Yaoxin Wu
,
Hanzhang Qin
,
Zizhen Zhang
,
Yue-Jiao Gong
ICLR 2025 Poster
Readers:
Everyone
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation
Zeyuan Ma
,
Hongshu Guo
,
Jiacheng Chen
,
Zhiguang Cao
,
Yining Ma
,
Yue-Jiao Gong
Submitted to ICLR 2025
Readers:
Everyone
Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization
Zeyuan Ma
,
Jiacheng Chen
,
Hongshu Guo
,
Yue-Jiao Gong
ICLR 2025 Poster
Readers:
Everyone
Meta-Black-Box-Optimization through Offline Q-function Learning with Mamba Architecture
Zeyuan Ma
,
Hongshu Guo
,
Zhou Jiang
,
Zhiguang Cao
,
Yue-Jiao Gong
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning
Jiacheng Chen
,
Zeyuan Ma
,
Hongshu Guo
,
Yining Ma
,
Jie Zhang
,
Yue-Jiao Gong
ICLR 2024 poster
Readers:
Everyone
View all 16 publications
Co-Authors
Chen Wang
Guo-Huan Song
Guojun Peng
Hanzhang Qin
Hao-Gan Huang
Hongliang Guo
Hongqiao Lian
Hongshu Guo
Hua Chai
Hua Wang
Huang Wenqi
Jiacheng Chen
Jiahai Wang
Jiajun Zhan
Jie Zhang
Jinbiao Chen
Jingwen Li
Jun Fang
Jun Zhang
Kaixu Chen
Ke Zhu
Nan Ma
Ran Cheng
Sam Kwong
Sijie Ma
View all 46 co-authors