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2020 – today
- 2024
[j32]Jibo Yue
, Guijun Yang, Changchun Li, Yang Liu, Jian Wang, Wei Guo, Xinming Ma, Qinglin Niu, Hongbo Qiao, Haikuan Feng:
Analyzing winter-wheat biochemical traits using hyperspectral remote sensing and deep learning. Comput. Electron. Agric. 222: 109026 (2024)- [j31]Zemin Wang, Jianmiao Ping, Junwei Fu, Yuedeng He, Changchun Li:
Research on the Design of Power Supply Gateway and Wireless Power Transmission Based on Edge Computing. Int. J. Distributed Syst. Technol. 15(1): 1-18 (2024) - [j30]Bing Wang, Ximing Li, Changchun Li, Shengsheng Wang, Wanfu Gao:
Escaping the neutralization effect of modality features fusion in multimodal Fake News Detection. Inf. Fusion 111: 102500 (2024) - [j29]Yafeng Li, Changchun Li, Qian Cheng, Fuyi Duan, Weiguang Zhai, Zongpeng Li, Bohan Mao, Fan Ding, Xiaohui Kuang, Zhen Chen:
Estimating Maize Crop Height and Aboveground Biomass Using Multi-Source Unmanned Aerial Vehicle Remote Sensing and Optuna-Optimized Ensemble Learning Algorithms. Remote. Sens. 16(17): 3176 (2024) - [j28]Lipeng Ren, Changchun Li, Guijun Yang, Dan Zhao, Chengjian Zhang, Bo Xu, Haikuan Feng, Zhida Chen, Zhongyun Lin, Hao Yang:
The Detection of Maize Seedling Quality from UAV Images Based on Deep Learning and Voronoi Diagram Algorithms. Remote. Sens. 16(19): 3548 (2024) - [c34]Bing Wang, Ximing Li, Changchun Li, Bo Fu, Songwen Pei, Shengsheng Wang:
Why Misinformation is Created? Detecting them by Integrating Intent Features. CIKM 2024: 2304-2314 - [c33]Changchun Li, Yuanchao Dai, Lei Feng, Ximing Li, Bing Wang, Jihong Ouyang:
Positive and Unlabeled Learning with Controlled Probability Boundary Fence. ICML 2024 - [c32]Ximing Li, Yuanchao Dai, Bing Wang, Changchun Li, Renchu Guan, Fangming Gu, Jihong Ouyang:
WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives. IJCAI 2024: 4479-4487 - [c31]Bing Wang, Shengsheng Wang, Changchun Li, Renchu Guan, Ximing Li:
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection. ACM Multimedia 2024: 2262-2271 - [i4]Bing Wang, Sheng-Sheng Wang, Changchun Li, Renchu Guan, Ximing Li:
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection. CoRR abs/2407.19192 (2024) - [i3]Bing Wang, Ximing Li, Changchun Li, Bo Fu, Songwen Pei, Shengsheng Wang:
Why Misinformation is Created? Detecting them by Integrating Intent Features. CoRR abs/2407.19196 (2024) - 2023
- [j27]Jihong Ouyang, Chenyang Lu, Bing Wang, Changchun Li:
Supervised contrastive learning with corrected labels for noisy label learning. Appl. Intell. 53(23): 29378-29392 (2023) - [j26]Jieyi Liu, Changchun Li, Liping Liu, Haobo Chen, Hong Han, Bo Zhang, Qi Zhang:
Speckle noise reduction for medical ultrasound images based on cycle-consistent generative adversarial network. Biomed. Signal Process. Control. 86(Part A): 105150 (2023) - [j25]Weiguang Zhai, Changchun Li, Shuaipeng Fei, Yanghua Liu, Fan Ding, Qian Cheng, Zhen Chen:
CatBoost algorithm for estimating maize above-ground biomass using unmanned aerial vehicle-based multi-source sensor data and SPAD values. Comput. Electron. Agric. 214: 108306 (2023) - [j24]Weiguang Zhai, Changchun Li, Qian Cheng, Fan Ding, Zhen Chen:
Exploring Multisource Feature Fusion and Stacking Ensemble Learning for Accurate Estimation of Maize Chlorophyll Content Using Unmanned Aerial Vehicle Remote Sensing. Remote. Sens. 15(13): 3454 (2023) - [j23]Weiguang Zhai, Changchun Li, Qian Cheng, Bohan Mao, Zongpeng Li, Yafeng Li, Fan Ding, Siqing Qin, Shuaipeng Fei, Zhen Chen:
Enhancing Wheat Above-Ground Biomass Estimation Using UAV RGB Images and Machine Learning: Multi-Feature Combinations, Flight Height, and Algorithm Implications. Remote. Sens. 15(14): 3653 (2023) - [j22]Xiaopeng Meng, Changchun Li, Jingbo Li, Xinyan Li, Fuchen Guo, Zhen Xiao:
YOLOv7-MA: Improved YOLOv7-Based Wheat Head Detection and Counting. Remote. Sens. 15(15): 3770 (2023) - [j21]Lizhi Wang, Rui Gao, Changchun Li, Jian Wang, Yang Liu, Jingyu Hu, Bing Li, Hongbo Qiao, Haikuan Feng, Jibo Yue:
Mapping Soybean Maturity and Biochemical Traits Using UAV-Based Hyperspectral Images. Remote. Sens. 15(19): 4807 (2023) - [j20]Di Pan, Changchun Li, Guijun Yang, Pengting Ren, Yuanyuan Ma, Weinan Chen, Haikuan Feng, Riqiang Chen, Xin Chen, Heli Li:
Identification of the Initial Anthesis of Soybean Varieties Based on UAV Multispectral Time-Series Images. Remote. Sens. 15(22): 5413 (2023) - [c30]Ximing Li, Yuanzhi Jiang, Changchun Li, Yiyuan Wang, Jihong Ouyang:
Learning with Partial Labels from Semi-supervised Perspective. AAAI 2023: 8666-8674 - [c29]Ke Li, Changchun Li, Jun Shen:
Hierarchical Attribute-Based Encryption Scheme Supporting Computing Outsourcing and Time-Limited Access in Edge Computing. ICONIP (11) 2023: 52-64 - 2022
- [j19]Jingbo Li, Changchun Li, Weimeng Xu, Haikuan Feng, Fa Zhao, Huiling Long, Yang Meng, Weinan Chen, Hao Yang, Guijun Yang:
Fusion of optical and SAR images based on deep learning to reconstruct vegetation NDVI time series in cloud-prone regions. Int. J. Appl. Earth Obs. Geoinformation 112: 102818 (2022) - [j18]Changchun Li, Chengxiang Hu:
Accelerating Update of Variable Precision Multigranulation Approximations While Adding Granular Structures. Inf. 13(11): 541 (2022) - [j17]Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang:
Approximate posterior inference for Bayesian models: black-box expectation propagation. Knowl. Inf. Syst. 64(9): 2361-2387 (2022) - [j16]Xiuyu Wang, Changchun Li, Wanbin Zha, Kaiming Nie, Jiangtao Xu:
A low-noise readout circuit design for multi-bit quanta image sensor. Microelectron. J. 125: 105463 (2022) - [j15]Changchun Li, Weinan Chen, Yilin Wang, Yu Wang, Chunyan Ma, Yacong Li, Jingbo Li, Weiguang Zhai:
Mapping Winter Wheat with Optical and SAR Images Based on Google Earth Engine in Henan Province, China. Remote. Sens. 14(2): 284 (2022) - [c28]Changchun Li, Ximing Li, Lei Feng, Jihong Ouyang:
Who Is Your Right Mixup Partner in Positive and Unlabeled Learning. ICLR 2022 - [c27]Jihong Ouyang, Yiming Wang, Ximing Li, Changchun Li:
Weakly-supervised Text Classification with Wasserstein Barycenters Regularization. IJCAI 2022: 3373-3379 - [i2]Ximing Li, Yuanzhi Jiang, Changchun Li, Yiyuan Wang, Jihong Ouyang:
Learning with Partial Labels from Semi-supervised Perspective. CoRR abs/2211.13655 (2022) - 2021
- [j14]Shuaipeng Fei, Muhammad Adeel Hassan, Zhonghu He, Zhen Chen, Meiyan Shu, Jiankang Wang, Changchun Li, Yonggui Xiao:
Assessment of Ensemble Learning to Predict Wheat Grain Yield Based on UAV-Multispectral Reflectance. Remote. Sens. 13(12): 2338 (2021) - [j13]Jingbo Li, Changchun Li, Shuaipeng Fei, Chunyan Ma, Weinan Chen, Fan Ding, Yilin Wang, Yacong Li, Jinjin Shi, Zhen Xiao:
Wheat Ear Recognition Based on RetinaNet and Transfer Learning. Sensors 21(14): 4845 (2021) - [j12]Changchun Li, Yilin Wang, Chunyan Ma, Fan Ding, Yacong Li, Weinan Chen, Jingbo Li, Zhen Xiao:
Hyperspectral Estimation of Winter Wheat Leaf Area Index Based on Continuous Wavelet Transform and Fractional Order Differentiation. Sensors 21(24): 8497 (2021) - [c26]Changchun Li, Ximing Li, Jihong Ouyang:
Semi-Supervised Text Classification with Balanced Deep Representation Distributions. ACL/IJCNLP (1) 2021: 5044-5053 - [c25]Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang:
Detecting the Fake Candidate Instances: Ambiguous Label Learning with Generative Adversarial Networks. CIKM 2021: 903-912 - 2020
- [c24]Changchun Li, Ximing Li, Jihong Ouyang:
Learning with Noisy Partial Labels by Simultaneously Leveraging Global and Local Consistencies. CIKM 2020: 725-734 - [c23]Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang:
Semantics-assisted Wasserstein Learning for Topic and Word Embeddings. ICDM 2020: 292-301
2010 – 2019
- 2019
- [j11]Ximing Li, Ang Zhang, Changchun Li, Lantian Guo, Wenting Wang, Jihong Ouyang:
Relational Biterm Topic Model: Short-Text Topic Modeling using Word Embeddings. Comput. J. 62(3): 359-372 (2019) - [j10]Jinjin Chi, Jihong Ouyang, Changchun Li, Xueyang Dong, Ximing Li, Xinhua Wang:
Topic representation: Finding more representative words in topic models. Pattern Recognit. Lett. 123: 53-60 (2019) - [c22]Haojie Pei, Haikuan Feng, Changchun Li, Guijun Yang, Zhichao Wu, Mingxing Liu:
Estimation of aboveground biomass of potato based on ground hyperspectral. Agro-Geoinformatics 2019: 1-4 - [c21]Jinpo Fan, Zhiqiang Wang, Changchun Li:
Design and Implementation of IoT Gateway Security System. AIAM (IEEE) 2019: 156-162 - [c20]Hua Jiang, Changchun Li, Jinpo Fan:
Research on Pseudo-Random Characteristics of New Random Components. AIAM (IEEE) 2019: 163-167 - [c19]Riqiang Chen, Haikuan Feng, Fuqin Yang, Changchun Li, Guijun Yang, Haojie Pei, Li Pan, Peng Chen:
Estimation of Leaf Area Index of Winter Wheat Based on Hyperspectral Data of Unmanned Aerial Vehicles. IGARSS 2019: 1785-1788 - [c18]Mengke Miao, Haikuan Feng, Baoshan Wang, Changchun Li, Guijun Yang, Liting Zhai, Mingxing Liu, Zhichao Wu:
Prediction of Nitrogen Content in Apple Leaves Based on Continuous Wavelet Transform. IGARSS 2019: 1841-1844 - [c17]Changchun Li, Jihong Ouyang, Ximing Li:
Classifying Extremely Short Texts by Exploiting Semantic Centroids in Word Mover's Distance Space. WWW 2019: 939-949 - 2018
- [j9]Ximing Li, Ang Zhang, Changchun Li, Jihong Ouyang, Yi Cai:
Exploring coherent topics by topic modeling with term weighting. Inf. Process. Manag. 54(6): 1345-1358 (2018) - [j8]Ximing Li, Yue Wang, Ang Zhang, Changchun Li, Jinjin Chi, Jihong Ouyang:
Filtering out the noise in short text topic modeling. Inf. Sci. 456: 83-96 (2018) - [j7]Jinjin Chi, Jihong Ouyang, Ximing Li, Changchun Li:
Empirical study on variational inference methods for topic models. J. Exp. Theor. Artif. Intell. 30(1): 129-142 (2018) - [j6]Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang:
Short text topic modeling by exploring original documents. Knowl. Inf. Syst. 56(2): 443-462 (2018) - [c16]Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Chenliang Li:
Dataless Text Classification: A Topic Modeling Approach with Document Manifold. CIKM 2018: 973-982 - [c15]Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang:
Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling. IJCAI 2018: 2404-2410 - [c14]Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Wenting Wang:
Black-box Expectation Propagation for Bayesian Models. SDM 2018: 603-611 - [i1]Jinjin Chi, Jihong Ouyang, Changchun Li, Xueyang Dong, Ximing Li, Xinhua Wang:
Topic representation: finding more representative words in topic models. CoRR abs/1810.10307 (2018) - 2017
- [j5]Huanhuan Yuan, Guijun Yang, Changchun Li, Yanjie Wang, Jiangang Liu, Haiyang Yu, Haikuan Feng, Bo Xu, Xiaoqing Zhao, Xiaodong Yang:
Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models. Remote. Sens. 9(4): 309 (2017) - [j4]Guijun Yang, Changchun Li, Yanjie Wang, Huanhuan Yuan, Haikuan Feng, Bo Xu, Xiaodong Yang:
The DOM Generation and Precise Radiometric Calibration of a UAV-Mounted Miniature Snapshot Hyperspectral Imager. Remote. Sens. 9(7): 642 (2017) - [j3]Jibo Yue, Guijun Yang, Changchun Li, Zhenhai Li, Yanjie Wang, Haikuan Feng, Bo Xu:
Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models. Remote. Sens. 9(7): 708 (2017) - [c13]Qinglin Niu, Haikuan Feng, Changchun Li, Guijun Yang, Yuanyuan Fu, Zhenhai Li, Haojie Pei:
Estimation of Leaf Nitrogen Concentration of Winter Wheat Using UAV-Based RGB Imagery. CCTA (2) 2017: 139-153 - [c12]Haojie Pei, Changchun Li, Haikuan Feng, Guijun Yang, Mingxing Liu, Zhichao Wu:
Hyperspectral Estimation Methods for Chlorophyll Content of Apple Based on Random Forest. CCTA (2) 2017: 194-207 - [c11]Zhichao Wu, Changchun Li, Haikuan Feng, Bo Xu, Guijun Yang, Zhenhai Li, Haojie Pei, Mingxing Liu:
Research and Realization of Winter Wheat Yield Estimation Model Based on NDVI Index. CCTA (2) 2017: 301-309 - [c10]Mingxing Liu, Changchun Li, Haikuan Feng, Haojie Pei, Zhenhai Li, Fuqin Yang, Guijun Yang, Shouzhi Xu:
Hyperspectral Estimation of Nitrogen Content in Winter Wheat Leaves Based on Unmanned Aerial Vehicles. CCTA (2) 2017: 321-339 - [c9]Haojie Pei, Peng Wan, Changchun Li, Haikuan Feng, Guijun Yang, Bo Xu, Qinglin Niu:
Accuracy analysis of UAV remote sensing imagery mosaicking based on structure-from-motion. IGARSS 2017: 5904-5907 - 2016
- [c8]Ximing Li, Jinjin Chi, Changchun Li, Jihong Ouyang, Bo Fu:
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs. COLING 2016: 151-160 - 2012
- [j2]Jianwei Yue, Tianjie Lei, Changchun Li, Jiangqun Zhu:
The Application of Unmanned Aerial Vehicle Remote Sensing in Quickly Monitoring Crop Pests. Intell. Autom. Soft Comput. 18(8): 1043-1052 (2012) - 2011
- [j1]Meng Sun, Chang-chun Li, Xiao-Dong Liu, Jin-ying Zhang:
Application of ISIC control for extraneous force compensation in the electrohydraulic load simulator. Int. J. Comput. Appl. Technol. 41(1/2): 143-149 (2011) - [c7]Hao Yan, Changchun Li, Xiaodong Liu, Jinying Zhang, Huajun Hu:
Track slab fine adjustment system based on 6-DOF parallel mechanism. RAM 2011: 47-50 - 2010
- [c6]Li Shen, Changchun Li:
Water body extraction from Landsat ETM+ imagery using adaboost algorithm. Geoinformatics 2010: 1-4
2000 – 2009
- 2008
- [c5]Nan Jiang, Changchun Li, Jennie Si, Glen P. Abousleman:
A nonlinear adaptive regression process for noise corrupt images. ICASSP 2008: 901-904 - [c4]Changchun Li, Nan Jiang, Jennie Si, Glen P. Abousleman:
Robust target detection and tracking in outdoor infrared video. ICASSP 2008: 1489-1492 - [c3]Baohua Li, Changchun Li, Jennie Si, Glen P. Abousleman:
Interval least-squares filtering with applications to robust video target tracking. ICASSP 2008: 3397-3400 - [c2]Mingyan Jiang, Changchun Li, Haiyan Li, Dongfeng Yuan:
Channel Tracking Based on Neural Network and Particle Filter in MIMO-OFDM System. ICNC (5) 2008: 192-196 - 2006
- [c1]Chang-chun Li, Xiao-Dong Liu, Xin Zhou, Xuan Bao, Jing Huang:
Fuzzy Control of Electro-hydraulic Servo Systems Based on Automatic Code Generation. ISDA (1) 2006: 244-247
Coauthor Index
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