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ORCIDJiayu Liang
2020 – today
- 2024
[j20]Jiayu Liang, Hanqi Cao, Yaxin Lu, Mingming Su:
Architecture search of accurate and lightweight CNNs using genetic algorithm. Genet. Program. Evolvable Mach. 25(1): 13 (2024)- [j19]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): 20 (2024) - 2022
- [j18]Jiayu Liang, Yu Xue:
Bloat-aware GP-based methods with bloat quantification. Appl. Intell. 52(4): 4211-4225 (2022) - [j17]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): 15809-15823 (2022) - [j16]Yu Xue, Yankang Wang, Jiayu Liang:
A self-adaptive gradient descent search algorithm for fully-connected neural networks. Neurocomputing 478: 70-80 (2022) - [j15]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): 355-364 (2022) - 2021
- [j14]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): 67-78 (2021) - [j13]Weiqi Li, Jianming Wang, Jiayu Liang, Guanghao Jin, Tae-Sun Chung:
Online dense activity detection. IET Comput. Vis. 15(5): 323-333 (2021) - [j12]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): 2150035:1-2150035:17 (2021) - [j11]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: 754-765 (2021) - [j10]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: 107218 (2021) - [j9]Jiayu Liang, Yu Xue:
Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression. Neural Process. Lett. 53(3): 2197-2219 (2021) - [i1]Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri:
Multi-objective Feature Selection with Missing Data in Classification. CoRR abs/2104.08747 (2021) - 2020
- [j8]Jiayu Liang, Yu Xue:
An adaptive GP-based memetic algorithm for symbolic regression. Appl. Intell. 50(11): 3961-3975 (2020) - [j7]Jiayu Liang, Yuxin Liu, Yu Xue:
Preference-driven Pareto front exploitation for bloat control in genetic programming. Appl. Soft Comput. 92: 106254 (2020) - [j6]Jiayu Liang, Yu Xue, Jianming Wang:
Genetic programming based feature construction methods for foreground object segmentation. Eng. Appl. Artif. Intell. 89: 103334 (2020) - [j5]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): 625-633 (2020) - [j4]Jiayu Liang, Yu Xue, Jianming Wang:
Bi-objective memetic GP with dispersion-keeping Pareto evaluation for real-world regression. Inf. Sci. 539: 16-35 (2020) - [j3]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): 12887-12900 (2020)
2010 – 2019
- 2019
- [c9]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: 421-430 - [c8]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: 431-443 - [c7]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: 501-515 - [c6]Pengju Zhang, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin, Jianming Wang:
Fast Video Clip Retrieval Method via Language Query. ADMA 2019: 526-534 - [c5]XiaoQing Bu, Jianming Wang, Jiayu Liang, Kunliang Liu, Yukuan Sun, Guanghao Jin:
One-Shot Video Object Segmentation Initialized with Referring Expression. PRCV (2) 2019: 416-428 - [c4]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: 430-441 - [c3]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: 468-479 - 2018
- [c2]Enjie Cui, Jianming Wang, Jiayu Liang, Guanghao Jin:
Selective Comprehension for Referring Expression by Prebuilt Entity Dictionary with Modular Networks. PKAW 2018: 211-220 - 2016
- [j2]Jiayu Liang, Shiu Yin Yuen:
A Novel Saliency Prediction Method Based on Fast Radial Symmetry Transform and Its Generalization. Cogn. Comput. 8(4): 693-702 (2016) - 2013
- [j1]Jiayu Liang, Shiu Yin Yuen:
An edge detection with automatic scale selection approach to improve coherent visual attention model. Pattern Recognit. Lett. 34(13): 1519-1524 (2013) - [c1]Jiayu Liang, Shiu Yin Yuen:
Edge Detection with Automatic Scale Selection Approach to Improve Coherent Visual Attention Model. MVA 2013: 157-160
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