Gary G. Yen

Oklahoma State University — United States

Computer Science · Physical Sciences

65h-index17.0kcitations475works3.92yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(153), Advanced Multi-Objective Optimization Algorithms(138), Evolutionary Algorithms and Applications(106), Neural Networks and Applications(84), Fault Detection and Control Systems(46)

Publications473 total

Caformer: Rethinking Time-Series Forecasting From Causal Perspective
IEEE Transactions on Cybernetics·2025· 1 cited
Imitation Learning for Multiobjective Optimization—AlphaMOEA
IEEE Transactions on Cybernetics·2025
REaMA: Building Biomedical Relation Extraction Specialized Large Language Models Through Instruction Tuning
IEEE Transactions on Neural Networks and Learning Systems·2025
Efficient perturbation-aware distinguishing score for zero-shot neural architecture search
Applied Soft Computing·2025· 1 cited
Uncovering Large Language Model Weaknesses in Character and Word Understanding and Manipulating
IEEE Transactions on Neural Networks and Learning Systems·2025
Generative Model-Driven Large-Scale Dynamic Multi-Objective Evolutionary Optimization
2025· 2 cited
CR-BLEA: Contrastive Ranking for Adaptive Resource Allocation in Bilevel Evolutionary Algorithms
arXiv (Cornell University)·2025Open Access
HMAMP: Designing Highly Potent Antimicrobial Peptides Using a Hypervolume-Driven Multiobjective Deep Generative Model
Journal of Medicinal Chemistry·2025· 9 cited
Zilean: A modularized framework for large-scale temporal concept drift type classification
Information Sciences·2025· 3 cited
Automated design of neural networks with multi-scale convolutions via multi-path weight sampling
Pattern Recognition·2025· 5 cited
Boundary-Based Active Domain Adaptation for Semantic Segmentation Under Adverse Conditions
IEEE Transactions on Neural Networks and Learning Systems·2025
REP: An Interpretable Robustness Enhanced Plugin for Differentiable Neural Architecture Search
IEEE Transactions on Knowledge and Data Engineering·2025· 2 cited
Efficient fine-tuning of vision transformer via path-augmented parameter adaptation
Information Sciences·2025· 7 cited
LightMix: Multi-Objective Search for Lightweight Mixed-Scale Convolutional Neural Networks
IEEE Transactions on Emerging Topics in Computational Intelligence·2025
Multiexpression Symbolic Regression and Its Circuit Design Case
IEEE Transactions on Systems Man and Cybernetics Systems·2024· 2 cited
An Efficient Dynamic Resource Allocation Framework for Evolutionary Bilevel Optimization
IEEE Transactions on Cybernetics·2024· 3 cited
Deep reinforcement learning-guided coevolutionary algorithm for constrained multiobjective optimization
Information Sciences·2024· 2 citedOpen Access
An Efficient Dynamic Resource Allocation Framework for Evolutionary Bilevel Optimization
arXiv (Cornell University)·2024Open Access
Self-Driving Car Racing: Application of Deep Reinforcement Learning
arXiv (Cornell University)·2024Open Access
Efficient Evaluation Methods for Neural Architecture Search: A Survey
IEEE Transactions on Artificial Intelligence·2024· 30 cited
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Frequent Co-authors

Yanan Sun(6), Bing Xue(6), Mengjie Zhang(6), Zhenan He(5), Biruk G. Tessema(3), Min Jiang(3), Yong Wang(3), Han‐Xiong Li(3), Sidney A. Morris(2), Yonas Gebre Woldesenbet(2), Zhongqiang Huang(2), Wenzhen Huang(2), Francisco Erivaldo Fernandes(2), Yiping Liu(2), Weifeng Gao(2), Sanyang Liu(2), Haiming Lu(2), Fei Zou(2), Lixin Tang(2), Xiangxiang Zeng(2)