Architecture search of accurate and lightweight CNNs using genetic algorithm - Jiayu Liang; Hanqi Cao; Yaxin Lu; Mingming Su (Genet. Program. Evolvable Mach., 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., 2024)

Bloat-aware GP-based methods with bloat quantification - Jiayu Liang; Yu Xue (Appl. Intell., 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)

A self-adaptive gradient descent search algorithm for fully-connected neural networks - Yu Xue; Yankang Wang; Jiayu Liang (Neurocomputing, 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 Mutation Neural Architecture Search Algorithm Based on Blocks - Yu Xue; Yankang Wang; Jiayu Liang; Adam Slowik (IEEE Comput. Intell. Mag., 2021)

Online dense activity detection - Weiqi Li; Jianming Wang; Jiayu Liang; Guanghao Jin; Tae-Sun Chung (IET Comput. Vis., 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)

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)

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)

Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression - Jiayu Liang; Yu Xue (Neural Process. Lett., 2021)

Multi-objective Feature Selection with Missing Data in Classification - Yu Xue; Yihang Tang; Xin Xu; Jiayu Liang; Ferrante Neri (CoRR, 2021)

An adaptive GP-based memetic algorithm for symbolic regression - Jiayu Liang; Yu Xue (Appl. Intell., 2020)

Preference-driven Pareto front exploitation for bloat control in genetic programming - Jiayu Liang; Yuxin Liu; Yu Xue (Appl. Soft Comput., 2020)

Genetic programming based feature construction methods for foreground object segmentation - Jiayu Liang; Yu Xue; Jianming Wang (Eng. Appl. Artif. Intell., 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)

Bi-objective memetic GP with dispersion-keeping Pareto evaluation for real-world regression - Jiayu Liang; Yu Xue; Jianming Wang (Inf. Sci., 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)

Invariance Matters: Person Re-identification by Local Color Transfer - Ying Niu; Chunmiao Yuan; Kunliang Liu; Yukuan Sun; Jiayu Liang; Guanghao Jin; Jianming Wang (Advanced Data Mining and Applications - 15th International Conference, ADMA 2019, Dalian, China, November 21-23, 2019, Proceedings, 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 (Advanced Data Mining and Applications - 15th International Conference, ADMA 2019, Dalian, China, November 21-23, 2019, Proceedings, 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 (Advanced Data Mining and Applications - 15th International Conference, ADMA 2019, Dalian, China, November 21-23, 2019, Proceedings, 2019)

Fast Video Clip Retrieval Method via Language Query - Pengju Zhang; Chunmiao Yuan; Kunliang Liu; Yukuan Sun; Jiayu Liang; Guanghao Jin; Jianming Wang (Advanced Data Mining and Applications - 15th International Conference, ADMA 2019, Dalian, China, November 21-23, 2019, Proceedings, 2019)

One-Shot Video Object Segmentation Initialized with Referring Expression - XiaoQing Bu; Jianming Wang; Jiayu Liang; Kunliang Liu; Yukuan Sun; Guanghao Jin (Pattern Recognition and Computer Vision - Second Chinese Conference, PRCV 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part II, 2019)

Scenario Referring Expression Comprehension via Attributes of Vision and Language - Shaonan Wei; Jianming Wang; Yukuan Sun; Guanghao Jin; Jiayu Liang; Kunliang Liu (Pattern Recognition and Computer Vision - Second Chinese Conference, PRCV 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part III, 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 (Pattern Recognition and Computer Vision - Second Chinese Conference, PRCV 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part I, 2019)

Selective Comprehension for Referring Expression by Prebuilt Entity Dictionary with Modular Networks - Enjie Cui; Jianming Wang; Jiayu Liang; Guanghao Jin (Knowledge Management and Acquisition for Intelligent Systems - 15th Pacific Rim Knowledge Acquisition Workshop, PKAW 2018, Nanjing, China, August 28-29, 2018, Proceedings, 2018)

A Novel Saliency Prediction Method Based on Fast Radial Symmetry Transform and Its Generalization - Jiayu Liang; Shiu Yin Yuen (Cogn. Comput., 2016)

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, MVA 2013, Kyoto, Japan, May 20-23, 2013, 2013)