Jiayu Liang

According to our database, Jiayu Liang authored at least 29 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hga-lstm: LSTM architecture and hyperparameter search by hybrid GA for air pollution prediction.

Jiayu Liang, Yaxin Lu, Mingming Su

Genet. Program. Evolvable Mach., December, 2024

Architecture search of accurate and lightweight CNNs using genetic algorithm.

Jiayu Liang, Hanqi Cao, Yaxin Lu, Mingming Su

Genet. Program. Evolvable Mach., June, 2024

2022

Multi-Objective Feature Selection With Missing Data in Classification.

Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri

IEEE Trans. Emerg. Top. Comput. Intell., 2022

A self-adaptive gradient descent search algorithm for fully-connected neural networks.

Yu Xue, Yankang Wang, Jiayu Liang

Neurocomputing, 2022

Preference-driven multi-objective GP search for regression models with new dominance principle and performance indicators.

Jiayu Liang, Ludi Zheng, Han Wu, Yu Xue

Appl. Intell., 2022

Bloat-aware GP-based methods with bloat quantification.

Jiayu Liang, Yu Xue

Appl. Intell., 2022

2021

Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression.

Jiayu Liang, Yu Xue

Neural Process. Lett., 2021

Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification.

Yu Xue, Haokai Zhu, Jiayu Liang, Adam Slowik

Knowl. Based Syst., 2021

Weakly supervised video object segmentation initialized with referring expression.

XiaoQing Bu, Yukuan Sun, Jianming Wang, Kunliang Liu, Jiayu Liang, Guanghao Jin, Tae-Sun Chung

Neurocomputing, 2021

A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks.

Yu Xue, Pengcheng Jiang, Ferrante Neri, Jiayu Liang

Int. J. Neural Syst., 2021

Online dense activity detection.

Weiqi Li, Jianming Wang, Jiayu Liang, Guanghao Jin, Tae-Sun Chung

IET Comput. Vis., 2021

A Self-Adaptive Mutation Neural Architecture Search Algorithm Based on Blocks.

Yu Xue, Yankang Wang, Jiayu Liang, Adam Slowik

IEEE Comput. Intell. Mag., 2021

2020

Evolving semantic object segmentation methods automatically by genetic programming from images and image processing operators.

Jiayu Liang, Jixiang Wen, Zhe Wang, Jianming Wang

Soft Comput., 2020

Bi-objective memetic GP with dispersion-keeping Pareto evaluation for real-world regression.

Jiayu Liang, Yu Xue, Jianming Wang

Inf. Sci., 2020

Referring expression comprehension model with matching detection and linguistic feedback.

Jianming Wang, Enjie Cui, Kunliang Liu, Yukuan Sun, Jiayu Liang, Chunmiao Yuan, Xiaojie Duan, Guanghao Jin, Tae-Sun Chung

IET Comput. Vis., 2020

Genetic programming based feature construction methods for foreground object segmentation.

Jiayu Liang, Yu Xue, Jianming Wang

Eng. Appl. Artif. Intell., 2020

Preference-driven Pareto front exploitation for bloat control in genetic programming.

Jiayu Liang, Yuxin Liu, Yu Xue

Appl. Soft Comput., 2020

An adaptive GP-based memetic algorithm for symbolic regression.

Jiayu Liang, Yu Xue

Appl. Intell., 2020

2019

Scenario Referring Expression Comprehension via Attributes of Vision and Language.

Shaonan Wei, Jianming Wang, Yukuan Sun, Guanghao Jin, Jiayu Liang, Kunliang Liu

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Semantic Reanalysis of Scene Words in Visual Question Answering.

Shiling Jiang, Ming Ma, Jianming Wang, Jiayu Liang, Kunliang Liu, Yukuan Sun, Wei Deng, Siyu Ren, Guanghao Jin

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

One-Shot Video Object Segmentation Initialized with Referring Expression.

XiaoQing Bu, Jianming Wang, Jiayu Liang, Kunliang Liu, Yukuan Sun, Guanghao Jin

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Fast Video Clip Retrieval Method via Language Query.

Pengju Zhang, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin, Jianming Wang

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Research on Interactive Intent Recognition Based on Facial Expression and Line of Sight Direction.

Siyu Ren, Guanghao Jin, Kunliang Liu, Yukuan Sun, Jiayu Liang, Shiling Jiang, Jianming Wang

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Invariance Matters: Person Re-identification by Local Color Transfer.

Ying Niu, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin, Jianming Wang

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Online Aggregated-Event Representation for Multiple Event Detection in Videos.

Molefe Vicky Mleya, Weiqi Li, Jiayu Liang, Kunliang Liu, Yunkuan Sun, Guanghao Jin, Jianming Wang

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018

Selective Comprehension for Referring Expression by Prebuilt Entity Dictionary with Modular Networks.

Enjie Cui, Jianming Wang, Jiayu Liang, Guanghao Jin

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2018

2016

A Novel Saliency Prediction Method Based on Fast Radial Symmetry Transform and Its Generalization.

Jiayu Liang, Shiu Yin Yuen

Cogn. Comput., 2016

2013

An edge detection with automatic scale selection approach to improve coherent visual attention model.

Jiayu Liang, Shiu Yin Yuen

Pattern Recognit. Lett., 2013

Edge Detection with Automatic Scale Selection Approach to Improve Coherent Visual Attention Model.

Jiayu Liang, Shiu Yin Yuen

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013