Yanan Sun

Sichuan University — China

Computer Science · Physical Sciences

31h-index6.8kcitations178works2.62yr avg
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Research Topics

Advanced Neural Network Applications(43), Metaheuristic Optimization Algorithms Research(32), Neural Networks and Applications(32), Evolutionary Algorithms and Applications(27), Machine Learning and Data Classification(24)

Publications178 total

Revisiting Long-Tailed Learning: Insights from an Architectural Perspective
2025
A two-stage ensemble evolutionary algorithm for constrained multi-objective optimization
Swarm and Evolutionary Computation·2025
Correction: Research on order batching optimization based on improved NSGA-II algorithm
PLoS ONE·2025Open Access
Online Performance Predictor for Evolutionary Neural Architecture Search
IEEE Transactions on Systems Man and Cybernetics Systems·2025
Prediction of neutronic parameters via hybrid-attention-based convolutional neural network
Nuclear Engineering and Design·2025
Gaussian process regression-based spectral modeling algorithm and error compensation method for echelle spectrometers
Spectrochimica Acta Part B Atomic Spectroscopy·2025Open Access
A gradient-based lightweight network automated design method for facial expression recognition
Expert Systems with Applications·2025· 1 cited
MotionShot: Adaptive Motion Transfer across Arbitrary Objects for Text-to-Video Generation
arXiv (Cornell University)·2025Open Access
Efficient perturbation-aware distinguishing score for zero-shot neural architecture search
Applied Soft Computing·2025· 1 cited
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025· 1 citedOpen Access
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025
Neural Architecture Generation via Contrastive Representation Learning
2025
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks
arXiv (Cornell University)·2025Open Access
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective
arXiv (Cornell University)·2025Open Access
The application framework of artificial intelligence in the field of open data
Economics & Business Management·2025Open Access
Listwise ranking predictor for evolutionary neural architecture search
Swarm and Evolutionary Computation·2025· 2 cited
Automated design of neural networks with multi-scale convolutions via multi-path weight sampling
Pattern Recognition·2025· 5 cited
E-3SFC: Communication-Efficient Federated Learning With Double-Way Features Synthesizing
IEEE Transactions on Neural Networks and Learning Systems·2025
Research on order batching optimization based on improved NSGA-II algorithm
PLoS ONE·2025· 2 citedOpen Access
A uniform dispersion design method for echelle spectrometer
Optics Communications·2025· 2 cited
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Frequent Co-authors

Bing Xue(21), Mengjie Zhang(19), Gary G. Yen(16), Zetong Yang(6), Shu Liu(6), Jiaya Jia(6), Yuqiao Liu(5), Jun Zhang(5), Jiancheng Lv(4), Chi–Keung Tang(4), Yu‐Wing Tai(4), Xiaoyong Shen(3), Junhao Huang(3), Kay Chen Tan(3), Yi Zhang(3), Bin Wang(2), Yongsheng Sang(2), Bijue Jia(2), Xiangning Xie(2), Zeqiong Lv(2)