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Journal Articles
- 2024
[j45]Yupeng Mei, Ni Yan, Hanxiang Qin, Tian Yang, Yingyi Chen
:
SiamFCA: A new fish single object tracking method based on siamese network with coordinate attention in aquaculture. Comput. Electron. Agric. 216: 108542 (2024)- [j44]Bo Gong, Ling Jing, Yingyi Chen:
TSD: Random feature query design for transformer-based shrimp detector. Comput. Electron. Agric. 221: 108949 (2024) - [j43]Ni Yan, Yupeng Mei, Tian Yang, Huihui Yu, Yingyi Chen:
RTHEN: Unsupervised deep homography estimation based on dynamic attention for repetitive texture image stitching. Displays 82: 102670 (2024) - [j42]Hongjie Zhang, Junyan Tan, Yingyi Chen, Ling Jing, Jinxin Zhang:
Relaxed multi-view discriminant analysis. Eng. Appl. Artif. Intell. 132: 107958 (2024) - [j41]Zhuangzhuang Hao, Ji Shao, Bo Gong, Jingwen Yang, Ling Jing, Yingyi Chen:
Cycle association prototype network for few-shot semantic segmentation. Eng. Appl. Artif. Intell. 138: 109309 (2024) - [j40]Huihui Yu, Hexiang Song, Ling Xu, Daoliang Li, Yingyi Chen:
SED-RCNN-BE: A SE-Dual channel RCNN network optimized binocular estimation model for automatic size estimation of free swimming fish in aquaculture. Expert Syst. Appl. 255: 124519 (2024) - [j39]Ling Xu, Huihui Yu, Hanxiang Qin, Yingqian Chai, Ni Yan, Daoliang Li, Yingyi Chen:
Digital Twin for Aquaponics Factory: Analysis, Opportunities, and Research Challenges. IEEE Trans. Ind. Informatics 20(4): 5060-5073 (2024) - [j38]Yingyi Chen, Shell Xu Hu, Xi Shen, Chunrong Ai, Johan A. K. Suykens:
Compressing Features for Learning With Noisy Labels. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2124-2138 (2024) - 2023
- [j37]Huihui Yu, Zimao Wang, Hanxiang Qin, Yingyi Chen:
An Automatic Detection and Counting Method for Fish Lateral Line Scales of Underwater Fish Based on Improved YOLOv5. IEEE Access 11: 143616-143627 (2023) - [j36]Ling Yang, Yingyi Chen, Tao Shen, Huihui Yu, Daoliang Li:
A BlendMask-VoVNetV2 method for quantifying fish school feeding behavior in industrial aquaculture. Comput. Electron. Agric. 211: 108005 (2023) - [j35]Chen Xu, Zhiyong Wang, Rongxiang Du, Yachao Li, Daoliang Li, Yingyi Chen, Wensheng Li, Chunhong Liu:
A method for detecting uneaten feed based on improved YOLOv5. Comput. Electron. Agric. 212: 108101 (2023) - [j34]Ji Shao, Bo Gong, Kanyuan Dai, Daoliang Li, Ling Jing, Yingyi Chen:
Query-support semantic correlation mining for few-shot segmentation. Eng. Appl. Artif. Intell. 126: 106797 (2023) - [j33]Ni Yan, Yupeng Mei, Ling Xu, Huihui Yu, Boyang Sun, Zimao Wang, Yingyi Chen:
Deep Learning on Image Stitching With Multi-viewpoint Images: A Survey. Neural Process. Lett. 55(4): 3863-3898 (2023) - [j32]Yingyi Chen, Xi Shen, Yahui Liu, Qinghua Tao, Johan A. K. Suykens:
Jigsaw-ViT: Learning jigsaw puzzles in vision transformer. Pattern Recognit. Lett. 166: 53-60 (2023) - [j31]Wenxu Wang, Zhencai Shen, Daoliang Li, Ping Zhong, Yingyi Chen:
Probability-Based Graph Embedding Cross-Domain and Class Discriminative Feature Learning for Domain Adaptation. IEEE Trans. Image Process. 32: 72-87 (2023) - 2022
- [j30]Qingchen Kong, Rongxiang Du, Qingling Duan, Yuquan Zhang, Yingyi Chen, Daoliang Li, Chen Xu, Wensheng Li, Chunhong Liu:
A recurrent network based on active learning for the assessment of fish feeding status. Comput. Electron. Agric. 198: 106979 (2022) - [j29]Tengyun Zhao, Zhencai Shen, Hui Zou, Ping Zhong, Yingyi Chen:
Unsupervised adversarial domain adaptation based on interpolation image for fish detection in aquaculture. Comput. Electron. Agric. 198: 107004 (2022) - [j28]Yupeng Mei, Boyang Sun, Daoliang Li, HuiHui Yu, Hanxiang Qin, Huihui Liu, Ni Yan, Yingyi Chen:
Recent advances of target tracking applications in aquaculture with emphasis on fish. Comput. Electron. Agric. 201: 107335 (2022) - [j27]Hongjie Zhang, Junyan Tan, Jinxin Zhang, Yingyi Chen, Ling Jing:
Double information preserving canonical correlation analysis. Eng. Appl. Artif. Intell. 112: 104870 (2022) - [j26]Zhi Wang, Qiang Lin, Yingyi Chen, Ping Zhong:
Block-based multi-view classification via view-based L2, p sparse representation and adaptive view fusion. Eng. Appl. Artif. Intell. 116: 105337 (2022) - [j25]Hongjie Zhang, Wenwen Qiang, Jinxin Zhang, Yingyi Chen, Ling Jing:
Unified feature extraction framework based on contrastive learning. Knowl. Based Syst. 258: 110028 (2022) - [j24]Hongjie Zhang, Siyu Zhao, Wenwen Qiang, Yingyi Chen, Ling Jing:
Feature extraction framework based on contrastive learning with adaptive positive and negative samples. Neural Networks 156: 244-257 (2022) - [j23]Qiang Lin, Zhi Wang, Yingyi Chen, Ping Zhong:
Supervised multi-view classification via the sparse learning joint the weighted elastic loss. Signal Process. 191: 108362 (2022) - [j22]Zhi Wang, Zhencai Shen, Hui Zou, Ping Zhong, Yingyi Chen:
Retargeted multi-view classification via structured sparse learning. Signal Process. 197: 108538 (2022) - 2021
- [j21]Ling Yang, HuiHui Yu, Yuelan Cheng, Siyuan Mei, Yanqing Duan, Daoliang Li, Yingyi Chen:
A dual attention network based on efficientNet-B2 for short-term fish school feeding behavior analysis in aquaculture. Comput. Electron. Agric. 187: 106316 (2021) - [j20]Yuxing Fan, Yingyi Chen, Xin Chen, Hongxu Zhang, Chunhong Liu, Qingling Duan:
Estimating the aquatic-plant area on a pond surface using a hue-saturation-component combination and an improved Otsu method. Comput. Electron. Agric. 188: 106372 (2021) - 2020
- [j19]Yeqi Liu, Chuanyang Gong, Ling Yang, Yingyi Chen:
DSTP-RNN: A dual-stage two-phase attention-based recurrent neural network for long-term and multivariate time series prediction. Expert Syst. Appl. 143 (2020) - [j18]Yeqi Liu, HuiHui Yu, Chuanyang Gong, Yingyi Chen:
A real time expert system for anomaly detection of aerators based on computer vision and surveillance cameras. J. Vis. Commun. Image Represent. 68: 102767 (2020) - [j17]Xinyi Liu, Shaoyong Lu, Kun Song, Qiancheng Shen, Duan Ni, Qian Li, Xinheng He, Hao Zhang, Qi Wang, Yingyi Chen, Xinyi Li, Jing Wu, Chunquan Sheng, Guoqiang Chen, Yaqin Liu, Xuefeng Lu, Jian Zhang:
Unraveling allosteric landscapes of allosterome with ASD. Nucleic Acids Res. 48(Database-Issue): D394-D401 (2020) - [j16]Qian Zhang, Yeqi Liu, Chuanyang Gong, Yingyi Chen, HuiHui Yu:
Applications of Deep Learning for Dense Scenes Analysis in Agriculture: A Review. Sensors 20(5): 1520 (2020) - 2019
- [j15]Yeqi Liu, Qian Zhang, Lihua Song, Yingyi Chen:
Attention-based recurrent neural networks for accurate short-term and long-term dissolved oxygen prediction. Comput. Electron. Agric. 165 (2019) - 2018
- [j14]Yeqi Liu, Yingyi Chen, Xiaomin Fang:
A Review of Turbidity Detection Based on Computer Vision. IEEE Access 6: 60586-60604 (2018) - [j13]Yingyi Chen, Qianqian Cheng, Yanjun Cheng, Hao Yang, HuiHui Yu:
Applications of Recurrent Neural Networks in Environmental Factor Forecasting: A Review. Neural Comput. 30(11) (2018) - 2017
- [j12]Yingyi Chen, Zhumi Zhen, HuiHui Yu, Jing Xu:
Application of Fault Tree Analysis and Fuzzy Neural Networks to Fault Diagnosis in the Internet of Things (IoT) for Aquaculture. Sensors 17(1): 153 (2017) - 2016
- [j11]HuiHui Yu, Yingyi Chen, Shahbaz Gul Hassan, Daoliang Li:
Prediction of the temperature in a Chinese solar greenhouse based on LSSVM optimized by improved PSO. Comput. Electron. Agric. 122: 94-102 (2016) - 2015
- [j10]Fengmei Li, Yaoguang Wei, Yingyi Chen, Daoliang Li, Xu Zhang:
An Intelligent Optical Dissolved Oxygen Measurement Method Based on a Fluorescent Quenching Mechanism. Sensors 15(12): 30913-30926 (2015) - 2014
- [j9]Shuangyin Liu, Longqin Xu, Yu Jiang, Daoliang Li, Yingyi Chen, Zhenbo Li:
A hybrid WA-CPSO-LSSVR model for dissolved oxygen content prediction in crab culture. Eng. Appl. Artif. Intell. 29: 114-124 (2014) - 2013
- [j8]Daiyi Li, Li Kang, Xinrong Cheng, Daoliang Li, Laiqing Ji, Kaiyi Wang, Yingyi Chen:
An ontology-based knowledge representation and implement method for crop cultivation standard. Math. Comput. Model. 58(3-4): 466-473 (2013) - 2012
- [j7]Yingyi Chen, Yuan Wang, Daoliang Li, Xing Wu:
A Monitoring System Based On Environment Indicator Technology For Land Rehabilitation In Coal Mine Dump Areas. Intell. Autom. Soft Comput. 18(5): 547-556 (2012) - [j6]Li Li, Yingyi Chen, Hongju Gao, Daoliang Li:
A Hybrid Registration Approach of Remote Sensing Images for Land Consolidation. Intell. Autom. Soft Comput. 18(8): 1121-1132 (2012) - [j5]Yingyi Chen, Xing Wu, Daoliang Li, Liang Yong, Dandan Li:
Application of GPS & GPRS Technology to Field Data Acquisition in Coal Mine Dump Area. Intell. Autom. Soft Comput. 18(8): 1133-1143 (2012) - [j4]Shaoyong Lu, Wenkang Huang, Xiaobai Li, Zhimin Huang, Xinyi Liu, Yingyi Chen, Ting Shi, Jian Zhang:
Insights into the Role of Magnesium Triad in myo-Inositol Monophosphatase: Metal Mechanism, Substrate Binding, and Lithium Therapy. J. Chem. Inf. Model. 52(9): 2398-2409 (2012) - 2011
- [j3]Xinyi Liu, Xubo Su, Fei Wang, Zhimin Huang, Qi Wang, Zhen Li, Ruina Zhang, Lifang Wu, Yi Pan, Yingyi Chen, Hanyi Zhuang, Guoqiang Chen, Ting Shi, Jian Zhang:
ODORactor: a web server for deciphering olfactory coding. Bioinform. 27(16): 2302-2303 (2011) - [j2]Yingyi Chen, Dandan Li, Daoliang Li, Xing Wu, Yongjun Zheng:
Assessment for soil improvement benefit of land rehabilitation in dump areas. Math. Comput. Model. 54(3-4): 1204-1212 (2011) - [j1]Zhimin Huang, Liang Zhu, Yan Cao, Geng Wu, Xinyi Liu, Yingyi Chen, Qi Wang, Ting Shi, Yaxue Zhao, Yuefei Wang, Weihua Li, Yixue Li, Haifeng Chen, Guoqiang Chen, Jian Zhang:
ASD: a comprehensive database of allosteric proteins and modulators. Nucleic Acids Res. 39(Database-Issue): 663-669 (2011)
Conference and Workshop Papers
- 2024
- [c17]Yuting Li, Yingyi Chen, Xuanlong Yu, Dexiong Chen, Xi Shen:
SURE: SUrvey REcipes for Building Reliable and Robust Deep Networks. CVPR 2024: 17500-17510 - [c16]Yingyi Chen, Qinghua Tao, Francesco Tonin, Johan A. K. Suykens:
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes. ICML 2024 - [c15]Qinghua Tao, Francesco Tonin, Alex Lambert, Yingyi Chen, Panagiotis Patrinos, Johan A. K. Suykens:
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method. ICML 2024 - 2023
- [c14]Yingyi Chen, Qinghua Tao, Francesco Tonin, Johan A. K. Suykens:
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation. NeurIPS 2023 - 2022
- [c13]HuiHui Yu, Xiong Liu, Hanxiang Qin, Ling Yang, Yingyi Chen:
Automatic Detection of Peeled Shrimp Based on Image Enhancement and Convolutional Neural Networks. ICCAI 2022: 439-450 - 2021
- [c12]Fanghui Liu, Xiaolin Huang, Yingyi Chen, Johan A. K. Suykens:
Fast Learning in Reproducing Kernel Krein Spaces via Signed Measures. AISTATS 2021: 388-396 - [c11]Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A. K. Suykens:
Boosting Co-Teaching With Compression Regularization for Label Noise. CVPR Workshops 2021: 2688-2692 - 2015
- [c10]Yingyi Chen, Jiani Xue, HuiHui Yu, Jing Xu, Zhumi Zhen, Xingyue Tu, Zhijie Ma, Yun Zhao, Yanzhong Liu:
Quick and Automatic Generation Method for the Evaluation Report of the Small Hydropower Substitute Fuel Project. CCTA (1) 2015: 64-71 - [c9]Qiyu Zhang, Yingyi Chen, Zhumi Zhen, Jing Xu, Ling Zhu, Liangliang Gao, Yanzhong Liu:
Aquaculture Access Control Model in Intelligent Monitoring and Management System Based on Group/Role. CCTA (1) 2015: 72-81 - 2014
- [c8]Fengmei Li, Yaoguang Wei, Yingyi Chen, Xu Zhang:
System Design of Online Monitoring and Controlling System Based on Zigbee in Greenhouse. CCTA 2014: 702-713 - 2013
- [c7]Chen Zhang, Wenzhu Yang, Zhaohai Liu, Daoliang Li, Yingyi Chen, Zhenbo Li:
Color Image Segmentation in RGB Color Space Based on Color Saliency. CCTA (1) 2013: 348-357 - [c6]Xuelun Hu, Licai Zhang, Yaoguang Wei, Yingyi Chen:
Design of the Unmanned Area Fetching Trolley. CCTA (2) 2013: 523-533 - [c5]Fan Zhang, Yaoguang Wei, Yingyi Chen, Chunhong Liu:
Intelligent Ammonia-Nitrogen Sensor Which Based on Ammonia Electrode. CCTA (2) 2013: 534-543 - [c4]Yalin Liu, Yaoguang Wei, Yingyi Chen:
Dissolved Oxygen Prediction Model Which Based on Fuzzy Neural Network. CCTA (2) 2013: 544-551 - 2011
- [c3]Laiqing Ji, Xinrong Cheng, Li Kang, Daoliang Li, Daiyi Li, Kaiyi Wang, Yingyi Chen:
A SVM-Based Text Classification System for Knowledge Organization Method of Crop Cultivation. CCTA (1) 2011: 318-324 - [c2]Dandan Li, Daoliang Li, Yingyi Chen, Li Li, Xiangyang Qin, Yongjun Zheng:
A Bayesian Based Search and Classification System for Product Information of Agricultural Logistics Information Technology. CCTA (1) 2011: 437-444 - [c1]Juncheng Ma, Daoliang Li, Yingyi Chen, Li Li, Fei Gao, Lingxian Zhang:
A Collision Detection-Based Wandering Method for Equipment Deploy Scene in Land Reclamation Area of Mining Dump. CCTA (1) 2011: 455-460
Editorship
- 2015
- [e12]Daoliang Li, Yingyi Chen:
Computer and Computing Technologies in Agriculture VIII - 8th IFIP WG 5.14 International Conference, CCTA 2014, Beijing, China, September 16-19, 2014, Revised Selected Papers. IFIP Advances in Information and Communication Technology 452, Springer 2015, ISBN 978-3-319-19619-0 [contents] - 2014
- [e11]Daoliang Li, Yingyi Chen:
Computer and Computing Technologies in Agriculture VII - 7th IFIP WG 5.14 International Conference, CCTA 2013, Beijing, China, September 18-20, 2013, Revised Selected Papers, Part I. IFIP Advances in Information and Communication Technology 419, Springer 2014, ISBN 978-3-642-54343-2 [contents] - [e10]Daoliang Li, Yingyi Chen:
Computer and Computing Technologies in Agriculture VII - 7th IFIP WG 5.14 International Conference, CCTA 2013, Beijing, China, September 18-20, 2013, Revised Selected Papers, Part II. IFIP Advances in Information and Communication Technology 420, Springer 2014, ISBN 978-3-642-54340-1 [contents] - 2013
- [e9]Daoliang Li, Yingyi Chen:
Computer and Computing Technologies in Agriculture VI - 6th IFIP WG 5.14 International Conference, CCTA 2012, Zhangjiajie, China, October 19-21, 2012, Revised Selected Papers, Part I. IFIP Advances in Information and Communication Technology 392, Springer 2013, ISBN 978-3-642-36123-4 [contents] - [e8]Daoliang Li, Yingyi Chen:
Computer and Computing Technologies in Agriculture VI - 6th IFIP WG 5.14 International Conference, CCTA 2012, Zhangjiajie, China, October 19-21, 2012, Revised Selected Papers, Part II. IFIP Advances in Information and Communication Technology 393, Springer 2013, ISBN 978-3-642-36136-4 [contents] - 2012
- [e7]Daoliang Li, Yingyi Chen:
Computer and Computing Technologies in Agriculture V - 5th IFIP TC 5/SIG 5.1 Conference, CCTA 2011, Beijing, China, October 29-31, 2011, Proceedings, Part I. IFIP Advances in Information and Communication Technology 368, Springer 2012, ISBN 978-3-642-27280-6 [contents] - [e6]Daoliang Li, Yingyi Chen:
Computer and Computing Technologies in Agriculture V - 5th IFIP TC 5/SIG 5.1 Conference, CCTA 2011, Beijing, China, October 29-31, 2011, Proceedings, Part II. IFIP Advances in Information and Communication Technology 369, Springer 2012, ISBN 978-3-642-27277-6 [contents] - [e5]Daoliang Li, Yingyi Chen:
Computer and Computing Technologies in Agriculture V - 5th IFIP TC 5/SIG 5.1 Conference, CCTA 2011, Beijing, China, October 29-31, 2011, Proceedings, Part III. IFIP Advances in Information and Communication Technology 370, Springer 2012, ISBN 978-3-642-27274-5 [contents] - 2011
- [e4]Daoliang Li, Yande Liu, Yingyi Chen:
Computer and Computing Technologies in Agriculture IV - 4th IFIP TC 12 Conference, CCTA 2010, Nanchang, China, October 22-25, 2010, Selected Papers, Part I. IFIP Advances in Information and Communication Technology 344, Springer 2011, ISBN 978-3-642-18332-4 [contents] - [e3]Daoliang Li, Yande Liu, Yingyi Chen:
Computer and Computing Technologies in Agriculture IV - 4th IFIP TC 12 Conference, CCTA 2010, Nanchang, China, October 22-25, 2010, Selected Papers, Part II. IFIP Advances in Information and Communication Technology 345, Springer 2011, ISBN 978-3-642-18335-5 [contents] - [e2]Daoliang Li, Yande Liu, Yingyi Chen:
Computer and Computing Technologies in Agriculture IV - 4th IFIP TC 12 Conference, CCTA 2010, Nanchang, China, October 22-25, 2010, Selected Papers, Part III. IFIP Advances in Information and Communication Technology 346, Springer 2011, ISBN 978-3-642-18353-9 [contents] - [e1]Daoliang Li, Yande Liu, Yingyi Chen:
Computer and Computing Technologies in Agriculture IV - 4th IFIP TC 12 Conference, CCTA 2010, Nanchang, China, October 22-25, 2010, Selected Papers, Part IV. IFIP Advances in Information and Communication Technology 347, Springer 2011, ISBN 978-3-642-18368-3 [contents]
Informal and Other Publications
- 2024
- [i11]Yingyi Chen, Qinghua Tao, Francesco Tonin, Johan A. K. Suykens:
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes. CoRR abs/2402.01476 (2024) - [i10]Yuting Li, Yingyi Chen, Xuanlong Yu, Dexiong Chen, Xi Shen:
SURE: SUrvey REcipes for building reliable and robust deep networks. CoRR abs/2403.00543 (2024) - [i9]Qinghua Tao, Francesco Tonin, Alex Lambert, Yingyi Chen, Panagiotis Patrinos, Johan A. K. Suykens:
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method. CoRR abs/2406.08748 (2024) - 2023
- [i8]Yingyi Chen, Qinghua Tao, Francesco Tonin, Johan A. K. Suykens:
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation. CoRR abs/2305.19798 (2023) - 2022
- [i7]Yingyi Chen, Shell Xu Hu, Xi Shen, Chunrong Ai, Johan A. K. Suykens:
Compressing Features for Learning with Noisy Labels. CoRR abs/2206.13140 (2022) - [i6]Yingyi Chen, Xi Shen, Yahui Liu, Qinghua Tao, Johan A. K. Suykens:
Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer. CoRR abs/2207.11971 (2022) - 2021
- [i5]Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A. K. Suykens:
Boosting Co-teaching with Compression Regularization for Label Noise. CoRR abs/2104.13766 (2021) - 2020
- [i4]Fanghui Liu, Xiaolin Huang, Yingyi Chen, Johan A. K. Suykens:
Generalizing Random Fourier Features via Generalized Measures. CoRR abs/2006.00247 (2020) - 2019
- [i3]Yeqi Liu, Chuanyang Gong, Ling Yang, Yingyi Chen:
DSTP-RNN: a dual-stage two-phase attention-based recurrent neural networks for long-term and multivariate time series prediction. CoRR abs/1904.07464 (2019) - [i2]Hanyuan Hang, Yingyi Chen, Johan A. K. Suykens:
Two-stage Best-scored Random Forest for Large-scale Regression. CoRR abs/1905.03438 (2019) - 2018
- [i1]Yeqi Liu, Yingyi Chen, HuiHui Yu, Xiaomin Fang, Chuanyang Gong:
Real time expert system for anomaly detection of aerators based on computer vision technology and existing surveillance cameras. CoRR abs/1810.04108 (2018)
Coauthor Index
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