Yue-Jiao Gong (龚月姣)

About Yue-Jiao Gong (龚月姣)

Yue-Jiao Gong (龚月姣), With an exceptional h-index of 35 and a recent h-index of 32 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Computational Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning

Symbol: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning

A Multiagent Co-Evolutionary Algorithm With Penalty-Based Objective for Network-Based Distributed Optimization

Customized influence maximization in attributed social networks: heuristic and meta-heuristic algorithms

Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning

Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution

Adaptive encoding-based evolutionary approach for Chinese document clustering

Yue-Jiao Gong (龚月姣) Information

University

Position

___

Citations(all)

5582

Citations(since 2020)

4053

Cited By

3160

hIndex(all)

35

hIndex(since 2020)

32

i10Index(all)

72

i10Index(since 2020)

64

Email

University Profile Page

South China University of Technology

Google Scholar

View Google Scholar Profile

Yue-Jiao Gong (龚月姣) Skills & Research Interests

Computational Intelligence

Top articles of Yue-Jiao Gong (龚月姣)

Title

Journal

Author(s)

Publication Date

LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation

arXiv preprint arXiv:2403.01131

Zeyuan Ma

Hongshu Guo

Jiacheng Chen

Guojun Peng

Zhiguang Cao

...

2024/3/2

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning

Advances in Neural Information Processing Systems

Zeyuan Ma

Hongshu Guo

Jiacheng Chen

Zhenrui Li

Guojun Peng

...

2024/2/13

Symbol: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning

arXiv preprint arXiv:2402.02355

Jiacheng Chen

Zeyuan Ma

Hongshu Guo

Yining Ma

Jie Zhang

...

2024/2/4

A Multiagent Co-Evolutionary Algorithm With Penalty-Based Objective for Network-Based Distributed Optimization

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Tai-You Chen

Wei-Neng Chen

Xiao-Qi Guo

Yue-Jiao Gong

Jun Zhang

2024/4/16

Customized influence maximization in attributed social networks: heuristic and meta-heuristic algorithms

Complex & Intelligent Systems

Jun-Chao Liang

Yue-Jiao Gong

Xiao-Kun Wu

Yuan Li

2024/2

Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning

Zeyuan Ma

Jiacheng Chen

Hongshu Guo

Yining Ma

Yue-Jiao Gong

2024

Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Hongshu Guo

Yining Ma

Zeyuan Ma

Jiacheng Chen

Xinglin Zhang

...

2024/4/11

Adaptive encoding-based evolutionary approach for Chinese document clustering

Complex & Intelligent Systems

Jun-Xian Chen

Yue-Jiao Gong

Wei-Neng Chen

Xiaolin Xiao

2023/6

A High-Performance Tensorial Evolutionary Computation for Solving Spatial Optimization Problems

Si-Chao Lei

Hong-Shu Guo

Xiao-Lin Xiao

Yue-Jiao Gong

Jun Zhang

2023/11/13

Travel time distribution estimation by learning representations over temporal attributed graphs

IEEE Transactions on Intelligent Transportation Systems

Wanyi Zhou

Xiaolin Xiao

Yue-Jiao Gong

Jia Chen

Jun Fang

...

2023/3/16

Boosting Diversity in Visual Search with Pareto Non-Dominated Re-Ranking

ACM Transactions on Multimedia Computing, Communications and Applications

Si-Chao Lei

Yue-Jiao Gong

Xiao-Lin Xiao

Yi-cong Zhou

Jun Zhang

2023/11/11

Mtrajplanner: A multiple-trajectory planning algorithm for autonomous underwater vehicles

IEEE Transactions on Intelligent Transportation Systems

Yue-Jiao Gong

Ting Huang

Yi-Ning Ma

Sang-Woon Jeon

Jun Zhang

2023/2/6

Length adaptive hashing for semi-supervised semantic image retrieval

Multimedia Tools and Applications

Si-chao Lei

Xing Tian

Wing WY Ng

Yue-Jiao Gong

2023/10

Locality sensitive hashing-driven multifactorial evolutionary algorithms for multitask optimization

Applied Soft Computing

Tuo-Bin Yu

Yu-Hui Zhang

Yue-Jiao Gong

Yuan Li

2023/1/1

Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach

IEEE Transactions on Evolutionary Computation

Yue-Jiao Gong

Yuan-Ting Zhong

Hao-Gan Huang

2023/12/4

EvoS&R: Evolving Multiple Seeds and Radii For Varying Density Data Clustering

IEEE Transactions on Knowledge and Data Engineering

Jun-Xian Chen

Yue-Jiao Gong

Wei-Neng Chen

Jun Zhang

2023/9/8

Accurate Complementarity Learning for Graph-Based Multiview Clustering

IEEE Transactions on Neural Networks and Learning Systems

Xiaolin Xiao

Yue-Jiao Gong

2023/7/13

DeepLink: Triplet Embedding and Spatio-Temporal Dynamics Learning of Link Representations for Travel Time Estimation

Jiezhang Li

Yue-Jiao Gong

Ting Huang

Wei-Neng Chen

2023/11/20

Empirical Study of Data-Driven Evolutionary Algorithms in Noisy Environments

Mathematics

Dalue Lin

Haogan Huang

Xiaoyan Li

Yuejiao Gong

2022/3/15

Multi-task learning for sparse traffic forecasting

arXiv preprint arXiv:2211.09984

Jiezhang Li

Junjun Li

Yue-Jiao Gong

2022/11/18

See List of Professors in Yue-Jiao Gong (龚月姣) University(South China University of Technology)

Co-Authors

H-index: 77
Qingfu Zhang

Qingfu Zhang

City University of Hong Kong

H-index: 22
Ying Lin (林盈)

Ying Lin (林盈)

Sun Yat-Sen University

H-index: 14
Xiaolin Xiao (肖晓琳)

Xiaolin Xiao (肖晓琳)

South China University of Technology

H-index: 7
Yining Ma

Yining Ma

National University of Singapore

H-index: 5
Ting Huang

Ting Huang

South China University of Technology

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