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Viewing Publication 1 - 100 from 233

2025

SEAE: Stable end-to-end autonomous driving using event-triggered attention and exploration-driven deep reinforcement learningJianping Cui, Liang Yuan, Wendong Xiao, Teng Ran, Li He, Jianbo Zhang. displays, 87:102946, 2025. [doi]

Enhancing the accuracy of monitoring effective tiller counts of wheat using multi-source data and machine learning derived from consumer dronesZiheng Feng, Jiaxiang Cai, Ke Wu, YaHui Li, Xinru Yuan, Jianzhao Duan, Li He, Wei Feng. cea, 232:110120, 2025. [doi]

Sliding plane formalism for aeroacoustic and adjoint-based sensitivity calculationsAnton Glazkov, Miguel Fosas de Pando, Peter J. Schmid, Li He. cphysics, 307:109421, 2025. [doi]

PACformer: A Multi-Stage Heterogeneous Convolutional-Vision Transformer for Sparse-View Photoacoustic Tomography RestorationLi He, Ruitao Chen, Xiangyu Liu, Xu Cao, Shouping Zhu, Yihan Wang. tci, 11:377-388, 2025. [doi]

Estimation of Forest Leaf Area Index Based on GEE Data Fusion MethodXinyi Liu, Li He, Zhengwei He, Yun Wei. staeors, 18:4510-4524, 2025. [doi]

Risk prediction of arrhythmia after percutaneous coronary intervention in patients with acute coronary syndrome: A systematic review and meta-analysisRong Yan, Nan Jiang, Keqiang Zhang, Li He, Subinuer Tuerdi, Jiayu Yang, Jiawenyi Ding, Yuewei Li. ijmi, 195:105711, 2025. [doi]

Multi-angular spectroscopic detection of winter wheat nitrogen fertilizer utilization status using integrated feature selection and machine learningHaiyan Zhang, Li He, Qiwen Chen, Mukhtar Iderawumi Abdulraheem, Geng Ma, Yanfei Zhang, Jingjing Gu, Jiandong Hu, Chenyang Wang, Wei Feng 0013. cea, 231:109916, 2025. [doi]

Adaptive variational sampling-embedded domain generalization network for fault diagnosis with intra-inter-domain class imbalanceXiao Zhang, Weiguo Huang, Jun Wang 0026, Zhongkui Zhu, Changqing Shen, Kai Chen, Xingli Zhong, Li He. ress, 256:110707, 2025. [doi]

2024

Efficient Denoising of Multidimensional GPR Data Based on Fast Dictionary LearningDeshan Feng, Li He, Xun Wang, Yougan Xiao, Guoxing Huang, Liqiong Cai, Xiaoyong Tai. staeors, 17:5221-5233, 2024. [doi]

Path planning for robotic fish based on improved RRT* algorithm and dynamic window approachYong Fu, Kun Chen, Li He, Hui Tan Wang. irob, 51(4):671-682, 2024. [doi]

GD-YOLO: An improved convolutional neural network architecture for real-time detection of smoking and phone use behaviorsYuanyuan Fu, Teng Ran, Wendong Xiao, Liang Yuan, Jun Zhao, Li He, Jing Mei. dsp, 151:104554, 2024. [doi]

A bias study and an unbiased deep neural network for recommender systemsLi He, Jiashu Zhao, Yulong Gu, Mitchell Elbaz, Zhuoye Ding. wias, 22(1):15-29, 2024. [doi]

Design of a Lightweight Network Intrusion Detection System Based on Artificial Intelligence TechnologyLi He. jcsm, 13(5):1129-1148, 2024. [doi]

Multiple interaction strategies for mobile robots based on improved dynamic window approach in unknown dynamic environmentsLi He, Shuai Zhang, Heng Zhang, Liang Yuan. irob, 51(1):105-116, 2024. [doi]

Zero-Shot Relation Triplet Extraction via Knowledge-Driven LLM Synthetic Data GenerationLi He, Hayilang Zhang, Jie Liu, Kang Sun, Qing Zhang. icic 2024: 329-340 [doi]

Dynamic Performance Improving Strategy for Primary Frequency Regulation With Energy Storages in High Penetration of RESs Power SystemLi He, Luoquan Guo, Zhuangxi Tan, Chaoyang Chen 0001, Xinran Li, Jiyuan Huang, Xueyuan Li. access, 12:139560-139572, 2024. [doi]

Conceptual Knowledge Enhanced Model for Multi-Intent Detection and Slot FillingLi He, Jingxuan Zhao, Jianyong Duan, Hao Wang, Xin Li. ieicetd, 107(4):468-476, 2024. [doi]

PSDSpell: Pre-Training with Self-Distillation Learning for Chinese Spelling CorrectionLi He, Xiaowu Zhang, Jianyong Duan, Hao Wang, Xin Li, Liang Zhao. ieicetd, 107(4):495-504, 2024. [doi]

A topic-controllable keywords-to-text generator with knowledge base networkLi He, Kaize Shi, Dingxian Wang, Xianzhi Wang 0001, Guandong Xu 0001. caaitrit, 9(3):585-594, 2024. [doi]

MISpeller: Multimodal Information Enhancement for Chinese Spelling CorrectionJiakai Li, Jianyong Duan, Hao Wang, Li He, Qing Zhang. ieicetd, 107(10):1342-1352, 2024. [doi]

GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex ScenesHaozhe Lin, Chunyu Wei, Li He, Yuchen Guo, Yunqi Zhao, Shanglong Li, Lu Fang 0001. cvpr 2024: 19331-19340 [doi]

Dynamic Neural Network for Motion/Force Control of Manipulators With Polynomial NoisesMei Liu, Fan Zhang 0102, Li He, Mingsheng Shang 0001. tie, 71(10):12559-12569, October 2024. [doi]

STAGP: Spatio-Temporal Adaptive Graph Pooling Network for Pedestrian Trajectory PredictionZhening Liu, Li He, Liang Yuan, Kai Lv, Runhao Zhong, Yaohua Chen. ral, 9(3):2001-2007, 2024. [doi]

Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample SelectionZhikai Wang, Yanyan Shen, Zexi Zhang, Li He, Yichun Li, Hao Gu, Yinghua Zhang. CIKM 2024: 2493-2502 [doi]

Integrating the PROSAIL and SVR Models to Facilitate the Inversion of Grassland Aboveground Biomass: A Case Study of Zoigê Plateau, ChinaZhifei Wang, Li He, Zhengwei He, Xueman Wang, Linlong Li, Guichuan Kang, Wenqian Bai, Xin Chen, Yang Zhao, Yixian Xiao. remotesensing, 16(7):1117, April 2024. [doi]

Chinese Spelling Correction Based on Knowledge Enhancement and Contrastive LearningHao Wang, Yao Ma, Jianyong Duan, Li He, Xin Li. ieicetd, 107(9):1264-1273, 2024. [doi]

LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual TrackingQingmao Wei, Bi Zeng, JianQi Liu, Li He, Guotian Zeng. icra 2024: 4968-4975 [doi]

Prediction of irrigation water requirement based on parallel CNN-LSTM model and Mann-Kendall testHao Wen, Haochen Ma, Yu Du, Jinchao Zhang, Li He. icphys 2024: 1-6 [doi]

AMYGNN: A Graph Convolutional Neural Network-Based Approach for Predicting Amyloid Formation from PolypeptidesZuojun Yang, Yuhan Wu, Hao Liu, Li He, Xiaoyuan Deng. jcisd, 64(5):1751-1762, March 2024. [doi]

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback MechanismQing Zhang, Haocheng Lv, Jie Liu 0022, Zhiyun Chen, Jianyong Duan, Hao Wang 0018, Li He, Mingying Xu. mm 2024: 4814-4822 [doi]

Comparison of Attention Mechanism-Based Deep Learning and Transfer Strategies for Wheat Yield Estimation Using Multisource Temporal Drone ImageryShaohua Zhang, Xinghui Qi, Jianzhao Duan, Xinru Yuan, Haiyan Zhang, Wei Feng 0013, Tian-Cai Guo, Li He. tgrs, 62:1-23, 2024. [doi]

Combining spectrum, thermal, and texture features using machine learning algorithms for wheat nitrogen nutrient index estimation and model transferability analysisShaohua Zhang, Jianzhao Duan, Xinghui Qi, Yuezhi Gao, Li He, Linru Liu, Tian-Cai Guo, Wei Feng 0013. cea, 222:109022, 2024. [doi]

Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signalsHui Zheng, Haiteng Wang, Wei-Bang Jiang, Zhongtao Chen, Li He, Pei-Yang Lin, Peng-Hu Wei, Guo-Guang Zhao, Yun-Zhe Liu. nips 2024: [doi]

2023

Dynamic characteristics and impacts of ecosystem service values under land use change: A case study on the Zoigê plateau, ChinaXin Chen, Li He, Fang Luo, Zhengwei He, Wenqian Bai, Yixian Xiao, Zhifei Wang. ecoi, 78:102350, December 2023. [doi]

Improved Spectral Detection of Nitrogen Deficiency and Yellow Mosaic Disease Stresses in Wheat Using a Soil Effect Removal Algorithm and Machine LearningZiheng Feng, Haiyan Zhang, Jian-Zhao Duan, Li He, Xinru Yuan, Yuezhi Gao, Wandai Liu, Xiao Li, Wei Feng 0013. remotesensing, 15(10):2513, 2023. [doi]

Estimating the canopy chlorophyll content of winter wheat under nitrogen deficiency and powdery mildew stress using machine learningZiheng Feng, Hanwen Guan, Tiancong Yang, Li He, Jianzhao Duan, Li Song, Chenyang Wang, Wei Feng 0013. cea, 211:107989, August 2023. [doi]

OER: Offline Experience Replay for Continual Offline Reinforcement LearningSibo Gai, Donglin Wang, Li He. ecai 2023: 772-779 [doi]

Analysis of the Evaluation and Influencing Factors for Innovation Ability in Sub-provincial Cities Based on the BP Neural NetworkLi He, Song-Xian Liu, Yi-hui Qiu. icsed 2023: 51-57 [doi]

ICESat-2 data classification and estimation of terrain height and canopy heightLi He, Yong Pang, Zhongjun Zhang, Xiaojun Liang, Bowei Chen 0002. aeog, 118:103233, April 2023. [doi]

Graph-Aware Deep Fusion Networks for Online Spam Review DetectionLi He, Guandong Xu, Shoaib Jameel, Xianzhi Wang 0001, Hongxu Chen. tcss, 10(5):2557-2565, October 2023. [doi]

Design and Control of a New Coaxial Copter UAVLi He, Lihua Zhang, Zhiyan Dong. ricai 2023: 356-359 [doi]

Simplifying Graph-based Collaborative Filtering for RecommendationLi He, Xianzhi Wang 0001, Dingxian Wang, Haoyuan Zou, Hongzhi Yin, Guandong Xu. wsdm 2023: 60-68 [doi]

Mechanical Fault Prediction Based on Event Knowledge GraphLi He, Liang Zhang, Wei Yan. ic3k 2023: 164-173 [doi]

A Reinforcement Learning Approach for Personalized Diversity in Feeds RecommendationLi He, Kangqi Luo, Zhuoye Ding, Hang Shao, Bing Bai. cicai 2024: 463-475 [doi]

A Neurodynamic Approach for Solving Robust Linear Programming under the Polyhedral Uncertainty SetJin Hu, Li He, Yiheng Peng, Chunna Zeng. npl, 55(8):10669-10683, December 2023. [doi]

A Neurodynamic Approach for Solving E-Convex Interval-Valued ProgrammingJin Hu, Yiheng Peng, Li He, Chunna Zeng. npl, 55(5):6679-6695, October 2023. [doi]

Beyond Reward: Offline Preference-guided Policy OptimizationYachen Kang, Diyuan Shi, Jinxin Liu, Li He, Donglin Wang. icml 2023: 15753-15768 [doi]

Dynamic Neural Network for Bicriteria Weighted Control of Robot ManipulatorsMei Liu, Li He, Mingsheng Shang 0001. tnn, 34(8):4570-4583, August 2023. [doi]

CLUE: Calibrated Latent Guidance for Offline Reinforcement LearningJinxin Liu, Lipeng Zu, Li He, Donglin Wang. corl 2023: 906-927 [doi]

CEIL: Generalized Contextual Imitation LearningJinxin Liu, Li He, Yachen Kang, Zifeng Zhuang, Donglin Wang, Huazhe Xu. nips 2023: [doi]

A Neural Predictive Model of Negative Emotions for COVID-19Yu Mao, Dongtao Wei, Wenjing Yang, Qunlin Chen, Jiangzhou Sun, Yaxu Yu, Yu Li, Kaixiang Zhuang, Xiaoqin Wang, Li He, Tingyong Feng, Xu Lei, Qinghua He, Hong Chen, Shaozheng Qin, Yunzhe Liu, Jiang Qiu. taffco, 14(4):2646-2656, October - December 2023. [doi]

Object-Oriented Semantic SLAM Based on Geometric Constraints of Points and LinesTeng Ran, Liang Yuan, Jianbo Zhang, Zhizhou Wu, Li He. tamd, 15(2):751-760, 2023. [doi]

Combining Scene Coordinate Regression and Absolute Pose Regression for Visual RelocalizationJiahao Ruan, Li He, Yisheng Guan, Hong Zhang. icra 2023: 11749-11755 [doi]

AMR-TST: Abstract Meaning Representation-based Text Style TransferKaize Shi, Xueyao Sun, Li He, Dingxian Wang, Qing Li, Guandong Xu. acl 2023: 4231-4243 [doi]

Image-Range Stitching and Semantic-Based Crack Detection Methods for Tunnel Inspection VehiclesLin Tian, Qingquan Li, Li He, Dejin Zhang. remotesensing, 15(21):5158, November 2023. [doi]

Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement LearningHaozhe Wang, Chao Du, Panyan Fang, Li He, Liang Wang, Bo Zheng. kdd 2023: 2314-2325 [doi]

Chinese Lexical Sememe Prediction Using CilinE KnowledgeHao Wang, Sirui Liu, Jianyong Duan, Li He, Xin Li. ieiceta, 106(2):146-153, February 2023. [doi]

Multimodal fusion for autonomous navigation via deep reinforcement learning with sparse rewards and hindsight experience replayWendong Xiao, Liang Yuan, Teng Ran, Li He, Jianbo Zhang, Jianping Cui. displays, 78:102440, July 2023. [doi]

SMCEWS: Binary Robust Multicentre FeaturesYing Xu, Mingwei Chen, Wenjie Zhang, Li He, Rong Yang, Yun Wang. symmetry, 15(4):809, March 2023. [doi]

Robot Person Following Under Partial OcclusionHanjing Ye, Jieting Zhao, Yaling Pan, Weinan Cherr, Li He, Hong Zhang. icra 2023: 7591-7597 [doi]

Joint Physical Layer Frame Optimization and Carrier Synchronization for Satellite CommunicationsZhongyang Yu, Jixun Gao, Li He, Bo Li, Hengzhou Xu, Hai Zhu 0001, Yuanyuan Zhao. tvt, 72(3):3517-3531, March 2023. [doi]

Multiple Self-Supervised Auxiliary Tasks for Target-Driven Visual Navigation Using Deep Reinforcement LearningWenzhi Zhang, Li He, Hongwei Wang, Liang Yuan, Wendong Xiao. entropy, 25(7):1007, July 2023. [doi]

Zero-Shot Relation Triplet Extraction via Retrieval-Augmented Synthetic Data GenerationQing Zhang, Yuechen Yang, Hayilang Zhang, Zhengxin Gao, Hao Wang, Jianyong Duan, Li He, Jie Liu. iconip 2024: 367-379 [doi]

MCSSpell:Optimal Path Selection of Candidate Characters by Integrating Multimodal Information and Copy Mechanism for Chinese Spelling CorrectionQing Zhang, Cheng Yang, Jianyong Duan, Hao Wang, Li He, Jie Liu. ialp 2023: 7-12 [doi]

RADM-DRE:Retrieval Augmentation for Document-Level Relation Extraction with Diffusion ModelQing Zhang, Qingsong Yuan, Jianyong Duan, Yuhang Jiang, Hao Wang, Zhengxin Gao, Li He, Jie Liu. ialp 2023: 19-24 [doi]

Compression Models via Meta-Learning and Structured Distillation for Named Entity RecognitionQing Zhang, Zhan Gao, Mei Zhang, Jianyong Duan, Hao Wang, Li He. ialp 2023: 90-94 [doi]

Attention-Guided Huber Loss for Head Pose Estimation Based on Improved Capsule NetworkRunhao Zhong, Li He, Hongwei Wang, Liang Yuan, Kexin Li, Zhening Liu. entropy, 25(7):1024, July 2023. [doi]

Combating Bilateral Edge Noise for Robust Link PredictionZhanke Zhou, Jiangchao Yao, Jiaxu Liu, Xiawei Guo, Quanming Yao, Li He, Liang Wang, Bo Zheng 0007, Bo Han 0003. nips 2023: [doi]

Exploring Model Dynamics for Accumulative Poisoning DiscoveryJianing Zhu, Xiawei Guo, Jiangchao Yao, Chao Du, Li He, Shuo Yuan, Tongliang Liu, Liang Wang, Bo Han. icml 2023: 42983-43004 [doi]

2022

Simulation and Prediction of Soil Erosion in Daning River BasinWenqian Bai, Huiru Hu, Li He, Zhengwei He, Yang Zhao. staeors, 15:5037-5048, 2022. [doi]

EXTR: Click-Through Rate Prediction with Externalities in E-Commerce Sponsored SearchChi Chen, Hui Chen, Kangzhi Zhao, Junsheng Zhou, Li He, Hongbo Deng, Jian Xu, Bo Zheng, Yong Zhang, Chunxiao Xing. kdd 2022: 2732-2740 [doi]

Monitoring Wheat Powdery Mildew Based on Hyperspectral, Thermal Infrared, and RGB Image Data FusionZiheng Feng, Li Song, Jian-Zhao Duan, Li He, Yanyan Zhang, Yongkang Wei, Wei Feng 0013. sensors, 22(1):31, 2022. [doi]

Angular effect of algorithms for monitoring leaf nitrogen concentration of wheat using multi-angle remote sensing dataLi He, Meng-Ran Liu, Yu-Long Guo, Yong-Kang Wei, Hai-yan Zhang, Xiao Song, Wei Feng 0013, Tian-Cai Guo. cea, 195:106815, 2022. [doi]

Online Spam Review Detection: A Survey of LiteratureLi He, Xianzhi Wang 0001, Hongxu Chen, Guandong Xu. hcisys, 2(1-2):14-30, June 2022. [doi]

Evaluation and Validation of the Net Primary Productivity of the Zoigê Wetland Based on Grazing Coupled Remote Sensing Process ModelLi He, Chengying Li, Zhengwei He, Xian Liu, Rui Qu. staeors, 15:440-447, 2022. [doi]

Data Driven Optical Flow Prediction for Improving Direct Method Visual SLAM SystemsBingqing Selina Wan, Weinan Chen, Li He, Hong Zhang. robio 2022: 1017-1022 [doi]

Rolling Bearing Fault Diagnosis Using Multi-Sensor Data Fusion Based on 1D-CNN ModelHongwei Wang, Wenlei Sun, Li He, Jianxing Zhou. entropy, 24(5):573, 2022. [doi]

Intelligent Fault Diagnosis Method for Gear Transmission Systems Based on Improved Multi-Scale Reverse Dispersion Entropy and Swarm DecompositionHongwei Wang, Wenlei Sun, Li He, Jianxing Zhou. tim, 71:1-13, 2022. [doi]

Multigoal Visual Navigation With Collision Avoidance via Deep Reinforcement LearningWendong Xiao, Liang Yuan, Li He, Teng Ran, Jianbo Zhang, Jianping Cui. tim, 71:1-9, 2022. [doi]

Estimation of Vehicle State Based on IMM-AUKFYing Xu, Wenjie Zhang, Wentao Tang, Chengxiang Liu, Rong Yang, Li He, Yun Wang. symmetry, 14(2):222, 2022. [doi]

Analysis of Influence Mechanism of Spatial Distribution of Incoming Solar Radiation Based on DEMChuanhong Zhang, Yubin Guo, Zhengwei He, Li He, Huixi Xu. esi, 15(1):635-648, 2022. [doi]

NDD: A 3D Point Cloud Descriptor Based on Normal Distribution for Loop Closure DetectionRuihao Zhou, Li He, Hong Zhang, Xubin Lin, Yisheng Guan. iros 2022: 1328-1335 [doi]

2021

Monitoring of Wheat Powdery Mildew Disease Severity Using Multiangle Hyperspectral Remote SensingLi He, Shuang-Li Qi, Jian-Zhao Duan, Tian-Cai Guo, Wei Feng 0013, De-Xian He. tgrs, 59(2):979-990, 2021. [doi]

Space-time classification of public transit smart card users' activity locations from smart card dataLi He, Martin Trépanier, Bruno Agard. pubtrans, 13(3):579-595, 2021. [doi]

Application of Color Doppler Imaging of Portal Vein Based on Iterative Reconstruction Algorithm in the Diagnosis of Exercise-Induced Abdominal PainLi He. sp, 2021, 2021. [doi]

TagPick: A System for Bridging Micro-Video Hashtags and E-commerce CategoriesLi He, Dingxian Wang, Hanzhang Wang, Hongxu Chen, Guandong Xu. CIKM 2021: 4721-4724 [doi]

Causal System Identification based Compensation for Reverberation-Robust DOA EstimationLi He, Wei Xue. eusipco 2021: 1885-1889 [doi]

Click-Through Rate Prediction with Multi-Modal HypergraphsLi He, Hongxu Chen, Dingxian Wang, Shoaib Jameel, Philip S. Yu, Guandong Xu. CIKM 2021: 690-699 [doi]

Dynamic response prediction of water medium explosion container based on convolutional neural networkLinna Li, Chenchen Fang, Dongwang Zhong, Li He, Jianfeng Si. jcmse, 21(2):487-496, 2021. [doi]

An eco-city design methodology for hilly areas of western ChinaKai Lin, Zhengwei He, Zhujun Zhao, Jiaxin Chang, Keran Tang, Rui Qu, Li He. esi, 14(3):1609-1623, 2021. [doi]

Recurrent neural network with noise rejection for cyclic motion generation of robotic manipulatorsMei Liu, Li He, Bin Hu, Shuai Li. NN, 138:164-178, 2021. [doi]

Adaptive Learning Rate and Spatial Regularization Background Perception Filter for Visual TrackingKai Lv, Liang Yuan, Li He, Ran Huang, Jie Mei. cicai 2021: 674-685 [doi]

Environmental Perception with Spatial Regularization Correlation Filter for Visual TrackingKai Lv, Liang Yuan, Li He, Ran Huang, Jie Mei. displays, 70:102098, 2021. [doi]

Not Only Look But Infer: Multiple Hypothesis Clustering of Data Association Inference for Semantic SLAMTeng Ran, Liang Yuan, Jianbo Zhang, Li He, Ran Huang, Jie Mei. tim, 70:1-9, 2021. [doi]

T Line and C Line Detection and Ratio Reading of the Ovulation Test Strip Based on Deep LearningLibing Wang, Li He, Junyu Li, Deane Zeng, Yimin Wen. ideal 2021: 625-636 [doi]

Research and application of Lasso regression model based on prior coefficient frameworkRongzhi Wu, Li He, Lei Peng, Zepeng Wang, Weigang Wang. ijcsm, 13(1):42-53, 2021. [doi]

Bayesian Nonparametric Object Association for Semantic SLAMJianbo Zhang, Liang Yuan, Teng Ran, Qing Tao, Li He. ral, 6(3):5493-5500, 2021. [doi]

Data Mining Method of Sequential Patterns for Vehicle Trajectory Prediction in VANETHong Zhang, Li He. wpc, 117(2):417-429, 2021. [doi]

Camera Pose Estimation Based on Plane Matching in Polarization ImageSongxin Zhou, Li He, Ruiyin Yang. icira 2021: 325-336 [doi]

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