Jiayu Liang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 28

Top Topics

Genetic Programming

Image Processing Operators

Object Segmentation

Top Venues

Genet. Program. Evolvable Mach.

Publications

Jiayu Liang, Hanqi Cao, Yaxin Lu, Mingming Su
Architecture search of accurate and lightweight CNNs using genetic algorithm. Genet. Program. Evolvable Mach. 25 (1) (2024)
Jiayu Liang, Yaxin Lu, Mingming Su
Hga-lstm: LSTM architecture and hyperparameter search by hybrid GA for air pollution prediction. Genet. Program. Evolvable Mach. 25 (2) (2024)
Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri
Multi-Objective Feature Selection With Missing Data in Classification. IEEE Trans. Emerg. Top. Comput. Intell. 6 (2) (2022)
Yu Xue, Yankang Wang, Jiayu Liang
A self-adaptive gradient descent search algorithm for fully-connected neural networks. Neurocomputing 478 (2022)
Jiayu Liang, Yu Xue
Bloat-aware GP-based methods with bloat quantification. Appl. Intell. 52 (4) (2022)
Jiayu Liang, Ludi Zheng, Han Wu, Yu Xue
Preference-driven multi-objective GP search for regression models with new dominance principle and performance indicators. Appl. Intell. 52 (14) (2022)
XiaoQing Bu, Yukuan Sun, Jianming Wang, Kunliang Liu, Jiayu Liang, Guanghao Jin, Tae-Sun Chung
Weakly supervised video object segmentation initialized with referring expression. Neurocomputing 453 (2021)
Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri
Multi-objective Feature Selection with Missing Data in Classification. CoRR (2021)
Yu Xue, Yankang Wang, Jiayu Liang, Adam Slowik
A Self-Adaptive Mutation Neural Architecture Search Algorithm Based on Blocks. IEEE Comput. Intell. Mag. 16 (3) (2021)
Yu Xue, Haokai Zhu, Jiayu Liang, Adam Slowik
Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification. Knowl. Based Syst. 227 (2021)
Yu Xue, Pengcheng Jiang, Ferrante Neri, Jiayu Liang
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks. Int. J. Neural Syst. 31 (9) (2021)
Weiqi Li, Jianming Wang, Jiayu Liang, Guanghao Jin, Tae-Sun Chung
Online dense activity detection. IET Comput. Vis. 15 (5) (2021)
Jiayu Liang, Yu Xue
Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression. Neural Process. Lett. 53 (3) (2021)
Jianming Wang, Enjie Cui, Kunliang Liu, Yukuan Sun, Jiayu Liang, Chunmiao Yuan, Xiaojie Duan, Guanghao Jin, Tae-Sun Chung
Referring expression comprehension model with matching detection and linguistic feedback. IET Comput. Vis. 14 (8) (2020)
Jiayu Liang, Yu Xue
An adaptive GP-based memetic algorithm for symbolic regression. Appl. Intell. 50 (11) (2020)
Jiayu Liang, Yu Xue, Jianming Wang
Bi-objective memetic GP with dispersion-keeping Pareto evaluation for real-world regression. Inf. Sci. 539 (2020)
Jiayu Liang, Jixiang Wen, Zhe Wang, Jianming Wang
Evolving semantic object segmentation methods automatically by genetic programming from images and image processing operators. Soft Comput. 24 (17) (2020)
Jiayu Liang, Yu Xue, Jianming Wang
Genetic programming based feature construction methods for foreground object segmentation. Eng. Appl. Artif. Intell. 89 (2020)
Jiayu Liang, Yuxin Liu, Yu Xue
Preference-driven Pareto front exploitation for bloat control in genetic programming. Appl. Soft Comput. 92 (2020)
Shiling Jiang, Ming Ma, Jianming Wang, Jiayu Liang, Kunliang Liu, Yukuan Sun, Wei Deng, Siyu Ren, Guanghao Jin
Semantic Reanalysis of Scene Words in Visual Question Answering. PRCV (1) (2019)
Siyu Ren, Guanghao Jin, Kunliang Liu, Yukuan Sun, Jiayu Liang, Shiling Jiang, Jianming Wang
Research on Interactive Intent Recognition Based on Facial Expression and Line of Sight Direction. ADMA (2019)
Ying Niu, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin, Jianming Wang
Invariance Matters: Person Re-identification by Local Color Transfer. ADMA (2019)
Pengju Zhang, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin, Jianming Wang
Fast Video Clip Retrieval Method via Language Query. ADMA (2019)
Shaonan Wei, Jianming Wang, Yukuan Sun, Guanghao Jin, Jiayu Liang, Kunliang Liu
Scenario Referring Expression Comprehension via Attributes of Vision and Language. PRCV (3) (2019)
Molefe Vicky Mleya, Weiqi Li, Jiayu Liang, Kunliang Liu, Yunkuan Sun, Guanghao Jin, Jianming Wang
Online Aggregated-Event Representation for Multiple Event Detection in Videos. ADMA (2019)
XiaoQing Bu, Jianming Wang, Jiayu Liang, Kunliang Liu, Yukuan Sun, Guanghao Jin
One-Shot Video Object Segmentation Initialized with Referring Expression. PRCV (2) (2019)
Enjie Cui, Jianming Wang, Jiayu Liang, Guanghao Jin
Selective Comprehension for Referring Expression by Prebuilt Entity Dictionary with Modular Networks. PKAW (2018)
Jiayu Liang, Shiu Yin Yuen
A Novel Saliency Prediction Method Based on Fast Radial Symmetry Transform and Its Generalization. Cogn. Comput. 8 (4) (2016)
Jiayu Liang, Shiu Yin Yuen
Edge Detection with Automatic Scale Selection Approach to Improve Coherent Visual Attention Model. MVA (2013)
Jiayu Liang, Shiu Yin Yuen
An edge detection with automatic scale selection approach to improve coherent visual attention model. Pattern Recognit. Lett. 34 (13) (2013)