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Junyu Chen
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2020 – today
- 2024
- [j40]Rongyan Li, Junyu Chen, Hung-Lin Chi, Dong Wang, Yan Fu:
Interpretable decision support system for tower crane layout planning: A deep learning-oriented approach. Adv. Eng. Informatics 62: 102714 (2024) - [j39]Jiangzhou Deng, Junyu Chen, Songli Wang, Jianmei Ye
, Yong Wang
A novel fuzzy neural collaborative filtering for recommender systems. Expert Syst. Appl. 258: 125153 (2024) - [j38]Yihao Liu
On Finite Difference Jacobian Computation in Deformable Image Registration. Int. J. Comput. Vis. 132(9): 3678-3688 (2024) - [j37]Zekun Wang, Yanni Zou, Hongyu Chen, Peter X. Liu, Junyu Chen:
Multi-scale features and attention guided for brain tumor segmentation. J. Vis. Commun. Image Represent. 100: 104141 (2024) - [j36]Qinghua Sheng
Efficient 2D transform hardware architecture for the versatile video coding standard. J. Vis. Commun. Image Represent. 102: 104202 (2024) - [j35]Yan Zhou
Multi-object tracking using context-sensitive enhancement via feature fusion. Multim. Tools Appl. 83(7): 19465-19484 (2024) - [j34]Liyao Song, Haiwei Li
Attention Network with Outdoor Illumination Variation Prior for Spectral Reconstruction from RGB Images. Remote. Sens. 16(1): 180 (2024) - [j33]Zhuo Wang, Haiwei Li
Methodology and Modeling of UAV Push-Broom Hyperspectral BRDF Observation Considering Illumination Correction. Remote. Sens. 16(3): 543 (2024) - [j32]Yihao Wang
Fusion of Hyperspectral and Multispectral Images with Radiance Extreme Area Compensation. Remote. Sens. 16(7): 1248 (2024) - [j31]Liling Zhao
MFPANet: Multi-Scale Feature Perception and Aggregation Network for High-Resolution Snow Depth Estimation. Remote. Sens. 16(12): 2087 (2024) - [j30]Xiangxu Lei
Telescopic Network of Zhulong for Orbit Determination and Prediction of Space Objects. Remote. Sens. 16(13): 2282 (2024) - [j29]Zhenxiang Ling, Xiaohao Zheng, Yingbiao Chen, Qinglan Qian, Zihao Zheng
The Nonlinear Relationship and Synergistic Effects between Built Environment and Urban Vitality at the Neighborhood Scale: A Case Study of Guangzhou's Central Urban Area. Remote. Sens. 16(15): 2826 (2024) - [j28]Hongjian Lin
Modulation and Control Independent Dead-Zone Compensation for H-Bridge Converters: A Simplified Digital Logic Scheme. IEEE Trans. Ind. Electron. 71(11): 15239-15244 (2024) - [j27]Junyu Chen
Power Flow Control-Based Regenerative Braking Energy Utilization in AC Electrified Railways: Review and Future Trends. IEEE Trans. Intell. Transp. Syst. 25(7): 6345-6365 (2024) - [j26]Se-In Jang, Tinsu Pan, Ye Li
Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising. IEEE Trans. Medical Imaging 43(6): 2036-2049 (2024) - [c40]Zifan Wang, Zhuorui Ye, Haoran Wu, Junyu Chen, Li Yi:
Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence. AAAI 2024: 5867-5875 - [c39]Zifan Wang, Junyu Chen, Ziqing Chen, Pengwei Xie, Rui Chen, Li Yi:
GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation, Demonstration, and Imitation. CVPR 2024: 16362-16372 - [c38]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du:
From Registration Uncertainty to Segmentation Uncertainty. ISBI 2024: 1-5 - [c37]Junyu Chen, Jie An, Hanjia Lyu, Christopher Kanan, Jiebo Luo:
Holistic Visual-Textual Sentiment Analysis with Prior Models. MIPR 2024: 196-202 - [c36]Mingyuan Ge, Jianan Shui, Junyu Chen, Mingyong Li
Pseudo-label Based Unsupervised Momentum Representation Learning for Multi-domain Image Retrieval. MMM (3) 2024: 369-380 - [c35]Muzhe Guo
Bayesian Iterative Prediction and Lexical-based Interpretation for Disturbed Chinese Sentence Pair Matching. WWW 2024: 4618-4629 - [i31]Zifan Wang, Junyu Chen, Ziqing Chen, Pengwei Xie, Rui Chen, Li Yi:
GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation, Demonstration, and Imitation. CoRR abs/2401.00929 (2024) - [i30]Zhangxing Bian, Ahmed Alshareef, Shuwen Wei, Junyu Chen, Yuli Wang, Jonghye Woo, Dzung L. Pham, Jiachen Zhuo, Aaron Carass, Jerry L. Prince:
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning? CoRR abs/2401.17571 (2024) - [i29]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du:
From Registration Uncertainty to Segmentation Uncertainty. CoRR abs/2403.05111 (2024) - [i28]Yihao Liu, Junyu Chen, Lianrui Zuo, Aaron Carass, Jerry L. Prince:
Vector Field Attention for Deformable Image Registration. CoRR abs/2407.10209 (2024) - [i27]Jian Lu, Shikhar Srivastava, Junyu Chen, Robik Shrestha, Manoj Acharya, Kushal Kafle, Christopher Kanan:
Revisiting Multi-Modal LLM Evaluation. CoRR abs/2408.05334 (2024) - [i26]Junyu Chen, Long Shi, Badong Chen:
RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation. CoRR abs/2408.07331 (2024) - [i25]Yecheng Wu, Zhuoyang Zhang, Junyu Chen, Haotian Tang, Dacheng Li, Yunhao Fang, Ligeng Zhu, Enze Xie, Hongxu Yin, Li Yi, Song Han, Yao Lu:
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation. CoRR abs/2409.04429 (2024) - 2023
- [j25]Ruyun Hu
Protein engineering via Bayesian optimization-guided evolutionary algorithm and robotic experiments. Briefings Bioinform. 24(1) (2023) - [j24]Junyu Chen
Attitude tracking control for quadrotor based on time-varying gain extended state observer. J. Syst. Control. Eng. 237(4): 585-595 (2023) - [j23]Jun Li
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives. Medical Image Anal. 85: 102762 (2023) - [j22]Song Liu
Unsupervised Transformer Boundary Autoencoder Network for Hyperspectral Image Change Detection. Remote. Sens. 15(7): 1868 (2023) - [j21]Junyu Chen
A Case Study on the Effect of Atmospheric Density Calibration on Orbit Predictions with Sparse Angular Data. Remote. Sens. 15(12): 3128 (2023) - [j20]Bingliang Hu, Junyu Chen, Yihao Wang, Haiwei Li
Joint Texture Search and Histogram Redistribution for Hyperspectral Image Quality Improvement. Sensors 23(5): 2731 (2023) - [j19]Junyu Chen
Integrated Regenerative Braking Energy Utilization System for Multi-Substations in Electrified Railways. IEEE Trans. Ind. Electron. 70(1): 298-310 (2023) - [j18]Yun Xu
A Variable Frequency Phase-Shift Modulation Constant Power Control Strategy for LCC Resonant Capacitor Charging Power Supply. IEEE Trans. Ind. Electron. 70(2): 1883-1893 (2023) - [j17]Junyu Chen
Trajectory tracking control for quadrotor based on time-varying threshold event-triggered extended state observer. Trans. Inst. Meas. Control 45(13): 2611-2624 (2023) - [c34]Juling Li
First Bite/Chew: distinguish typical allergic food by two IMUs. AHs 2023: 326-329 - [c33]Junyu Chen
First Bite/Chew: distinguish different types of food by first biting/chewing and the corresponding hand movement. CHI Extended Abstracts 2023: 138:1-138:7 - [c32]Zeng-Xian Geng, Junyu Chen, Xin Guang, Peiming Wang:
Human-Computer Interaction Analysis of Quadrotor Motion Characteristics Based on Simulink. HCI (8) 2023: 442-453 - [c31]Yunze Liu, Junyu Chen, Zekai Zhang, Jingwei Huang, Li Yi:
LeaF: Learning Frames for 4D Point Cloud Sequence Understanding. ICCV 2023: 604-613 - [c30]Jingyang Lin, Junyu Chen, Hanjia Lyu
Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task Learning. ICDH 2023: 263-265 - [c29]Junyu Chen
How Art-like are AI-generated Images? An Exploratory Study. MCGE@MM 2023: 19-22 - [c28]Zhangxing Bian
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 24-34 - [c27]Junyu Chen, Yihao Liu, Yufan He, Yong Du:
Deformable Cross-Attention Transformer for Medical Image Registration. MLMI@MICCAI (1) 2023: 115-125 - [i24]Gary Y. Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li:
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images. CoRR abs/2302.03861 (2023) - [i23]Junyu Chen, Yihao Liu, Yufan He, Yong Du:
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration. CoRR abs/2303.06168 (2023) - [i22]Junyu Chen, Yihao Liu, Yufan He, Yong Du:
Deformable Cross-Attention Transformer for Medical Image Registration. CoRR abs/2303.06179 (2023) - [i21]Junyu Chen, Norihiro Yoshida, Hiroaki Takada:
An investigation of licensing of datasets for machine learning based on the GQM model. CoRR abs/2303.13735 (2023) - [i20]Jingyang Lin, Junyu Chen, Hanjia Lyu, Igor Khodak, Divya Chhabra, Colby L. Day Richardson, Irina Prelipcean, Andrew M. Dylag, Jiebo Luo:
Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task Learning. CoRR abs/2303.15656 (2023) - [i19]Junyu Chen, Jie An, Hanjia Lyu, Jiebo Luo
Learning to Evaluate the Artness of AI-generated Images. CoRR abs/2305.04923 (2023) - [i18]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du:
A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond. CoRR abs/2307.15615 (2023) - [i17]Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince:
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. CoRR abs/2308.02949 (2023) - [i16]Junyu Chen, Susmitha Vekkot, Pancham Shukla:
Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET). CoRR abs/2309.08684 (2023) - [i15]Zifan Wang, Zhuorui Ye, Haoran Wu, Junyu Chen, Li Yi:
Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence. CoRR abs/2312.08054 (2023) - 2022
- [j16]Jiabin Liu, Xuanyu Hu, Junyu Chen, Xin Chen, Xupeng Wen
Research on Urban Distribution Optimization Under Point-based Billing on Simulated Annealing with Variable Neighborhood. J. Uncertain Syst. 15(1): 2250005:1-2250005:14 (2022) - [j15]Zeyi Li, Haitao Zhang
Robust Optical and SAR Image Registration Based on Phase Congruency Scale Space. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j14]Junyu Chen
TransMorph: Transformer for unsupervised medical image registration. Medical Image Anal. 82: 102615 (2022) - [j13]Qian Guo, Yuhua Qian
Multi-granulation Multi-scale Relation Network for Abstract Reasoning. Int. J. Mach. Learn. Cybern. 13(6): 1751-1762 (2022) - [j12]Liyao Song
An Integrated Solution of UAV Push-Broom Hyperspectral System Based on Geometric Correction with MSI and Radiation Correction Considering Outdoor Illumination Variation. Remote. Sens. 14(24): 6267 (2022) - [j11]Junyu Chen
Techno-Economic Model-Based Capacity Design Approach for Railway Power Conditioner-Based Energy Storage System. IEEE Trans. Ind. Electron. 69(5): 4730-4741 (2022) - [c26]Boaz Arad, Radu Timofte
NTIRE 2022 Spectral Recovery Challenge and Data Set. CVPR Workshops 2022: 862-880 - [c25]Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li:
A Noise-Level-Aware Framework for PET Image Denoising. MLMIR@MICCAI 2022: 75-83 - [c24]Junyu Chen, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
A Unified Framework against Topology and Class Imbalance. ACM Multimedia 2022: 180-188 - [c23]Junyu Chen, Qianqian Xu, Zhiyong Yang, Ke Ma, Xiaochun Cao, Qingming Huang:
Recurrent Meta-Learning against Generalized Cold-start Problem in CTR Prediction. ACM Multimedia 2022: 2636-2644 - [c22]Junyu Chen, Eric C. Frey, Yong Du:
Unsupervised Learning of Diffeomorphic Image Registration via TransMorph. WBIR 2022: 96-102 - [i14]Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li:
A Noise-level-aware Framework for PET Image Denoising. CoRR abs/2203.08034 (2022) - [i13]Jun Li, Junyu Chen, Yucheng Tang, Ce Wang, Bennett A. Landman, S. Kevin Zhou:
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives. CoRR abs/2206.01136 (2022) - [i12]Se-In Jang, Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li, Kuang Gong:
Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising. CoRR abs/2209.03300 (2022) - [i11]Junyu Chen, Jie An, Hanjia Lyu, Jiebo Luo
Improving Visual-textual Sentiment Analysis by Fusing Expert Features. CoRR abs/2211.12981 (2022) - [i10]Ye Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li:
Investigation of Network Architecture for Multimodal Head-and-Neck Tumor Segmentation. CoRR abs/2212.10724 (2022) - 2021
- [j10]Guangqiang Xie, Junyu Chen, Yang Li:
Hybrid-order Network Consensus for Distributed Multi-agent Systems. J. Artif. Intell. Res. 70: 389-407 (2021) - [j9]Xia Li
Diagnostic Value of Chest CT Images Based on Full Model Iterative Reconstruction Algorithm for Lung Cancer Patients. Sci. Program. 2021: 5257682:1-5257682:7 (2021) - [j8]Jianxin Zhu
A Hybrid Three-Phase AC/DC Power System for Low-Frequency Pulsed Load Applications. IEEE Trans. Ind. Electron. 68(3): 1871-1882 (2021) - [j7]Junyu Chen
Joint Blind Channel Estimation, Channel Equalization, and Data Detection for Underwater Visible Light Communication Systems. IEEE Wirel. Commun. Lett. 10(12): 2664-2668 (2021) - [c21]Junyu Chen, Evren Asma, Chung Chan:
Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-Tuning and Online-Learning. MICCAI (3) 2021: 25-35 - [c20]Yifang Liu, Ruimin Liu, Gang Fu, Xin Yan, Junyu Chen, Gaofeng Zheng
Frequency Matching System of MEMS Gyroscope Based on Fuzzy Control Strategy. NEMS 2021: 491-495 - [c19]Yifang Liu, Junyu Chen, Jiaxin Jiang, Guoyi Kang, Huatan Chen, Jianyi Zheng, Gaofeng Zheng
Real-time Monitoring and Analysis of Jet Behaviors in Electrohydrodynamic Direct-Writing. NEMS 2021: 1136-1139 - [c18]Zungui Shao
Research on Melt Electrowriting TPU Hydrophobic Microfiber Mesh for Directional Water Transport. NEMS 2021: 1328-1331 - [c17]Junyu Chen, Yue Long, Tieshan Li, Weiwei Bai:
Integral Backstepping Based ADRC for Path Following of Underactuated Surface Vessel. SPAC 2021: 260-265 - [i9]Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du:
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration. CoRR abs/2104.06468 (2021) - [i8]Junyu Chen, Ye Li, Licia P. Luna, Hyun Woo Chung, Steven P. Rowe, Yong Du, Lilja B. Solnes, Eric C. Frey:
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks. CoRR abs/2104.08623 (2021) - [i7]Junyu Chen, Evren Asma, Chung Chan:
Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-tuning and Online-learning. CoRR abs/2109.14729 (2021) - [i6]Junyu Chen, Yong Du, Yufan He, William Paul Segars, Ye Li, Eric C. Frey:
TransMorph: Transformer for unsupervised medical image registration. CoRR abs/2111.10480 (2021) - 2020
- [j6]Junyu Chen
Sherman-Morrison Formula Aided Adaptive Channel Estimation for Underwater Visible Light Communication With Fractionally-Sampled OFDM. IEEE Trans. Signal Process. 68: 2784-2798 (2020) - [c16]Junyu Chen, Haiwei Li, Tieqiao Chen, Bingliang Hu, Geng Zhang, Shuang Wang, Song Liu:
A Denoising Method of Remote Sensing Images Based on Improved BM3D. CSAE 2020: 140:1-140:6 - [c15]Junyu Chen
Integrated Modeling of Multi-Type Blocks Storage Yards in Shipyard for Logistics Analysis. EITCE 2020: 939-943 - [c14]Junyu Chen, Lei Zhao, Ming Jiang:
Low Complexity Channel Estimation for Fractionally Sampled Underwater Visible Light Communication. ICC 2020: 1-6 - [c13]Junyu Chen, Xiaohong Zhu, Jun Sang, Lu Gong:
Sentence Pair Similarity Modeling Based on Weighted Interaction of Multi-semantic Embedding Matrix. ICTAI 2020: 1118-1123 - [c12]Jing Jiang, Junyu Chen, Yongbin Xie, Hongjiang Lei, Ling Zheng:
Modified-PBIL Based User Selection for Multi-user Massive MIMO Systems with Massive Connectivity. INFOCOM Workshops 2020: 1260-1265 - [i5]Junyu Chen, Eric C. Frey:
An Unsupervised Learning Model for Medical Image Segmentation. CoRR abs/2001.10155 (2020)
2010 – 2019
- 2019
- [j5]Chengwei Zhang, Marcelo López-Parra, Junyu Chen, Ling Tian:
CoStorm: a term map system to aid in a collaborative ideation process. Artif. Intell. Eng. Des. Anal. Manuf. 33(3): 247-258 (2019) - [j4]Bo Hu
Monitoring the Thaw Slump-Derived Thermokarst in the Qinghai-Tibet Plateau Using Satellite SAR Interferometry. J. Sensors 2019: 1698432:1-1698432:8 (2019) - [j3]Bo Hu
Monitoring the Land Subsidence Area in a Coastal Urban Area with InSAR and GNSS. Sensors 19(14): 3181 (2019) - [c11]Heyuan Wang, Ziyi Wu, Junyu Chen:
Multi-Turn Response Selection in Retrieval-Based Chatbots with Iterated Attentive Convolution Matching Network. CIKM 2019: 1081-1090 - [c10]Junyu Chen, Abhinav K. Jha
Incorporating CT prior information in the robust fuzzy C-means algorithm for QSPECT image segmentation. Medical Imaging: Image Processing 2019: 109491W - [i4]Junyu Chen, Eric C. Frey:
Feature-Based Image Clustering and Segmentation Using Wavelets. CoRR abs/1907.03591 (2019) - [i3]Junyu Chen, Ye Li, Eric C. Frey:
Generating Patient-like Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks. CoRR abs/1912.02942 (2019) - 2018
- [c9]Xiping Liu, Liyang Zheng, Junyu Chen, Lei Shang:
Dynamic Task Allocation for Data-Intensive Workflows in Cloud Environment. ICSOC Workshops 2018: 269-280 - [c8]Yikai Zhai, Tianyu Wo, Xuelian Lin, Zhou Huang, Junyu Chen:
A Context-Aware Evaluation Method of Driving Behavior. PAKDD (1) 2018: 462-474 - [c7]Junyu Chen, Shiliang Sun, Jing Zhao:
Multi-label Active Learning with Conditional Bernoulli Mixtures. PRICAI (1) 2018: 954-967 - 2017
- [j2]Shiliang Sun, Chen Luo, Junyu Chen:
A review of natural language processing techniques for opinion mining systems. Inf. Fusion 36: 10-25 (2017) - [c6]Xin Li, Fan Yang, Hong Cheng, Junyu Chen, Yuxiao Guo, Leiting Chen:
Multi-Scale Cascade Network for Salient Object Detection. ACM Multimedia 2017: 439-447 - [c5]Boxuan Zhong
Emotion recognition with facial expressions and physiological signals. SSCI 2017: 1-8 - 2016
- [j1]Kenneth W. Shum, Junyu Chen:
Cooperative repair of multiple node failures in distributed storage systems. Int. J. Inf. Coding Theory 3(4): 299-323 (2016) - [i2]Kenneth W. Shum, Junyu Chen:
Cooperative Repair of Multiple Node Failures in Distributed Storage Systems. CoRR abs/1607.08322 (2016) - 2015
- [c4]Xinguang Li, Shengbin Zhang, Sumei Li, Junyu Chen:
An improved method of speech recognition based on probabilistic neural network ensembles. ICNC 2015: 650-654 - [c3]Junyu Chen, Kenneth W. Shum, Quan Yu, Chi Wan Sung:
Sector-disk codes and partial MDS codes with up to three global parities. ISIT 2015: 1876-1880 - 2013
- [c2]Junyu Chen, Kenneth W. Shum:
Repairing multiple failures in the Suh-Ramchandran regenerating codes. ISIT 2013: 1441-1445 - [i1]Junyu Chen, Kenneth W. Shum:
Repairing Multiple Failures in the Suh-Ramchandran Regenerating Codes. CoRR abs/1302.1256 (2013) - 2012
- [c1]Junyu Chen, Aili Gao, Chuanlin Zhang:
An Efficient Algorithm for Reconstruction of Discrete Sets from Horizontal Projections with Absorption. ICICA (1) 2012: 762-772
Coauthor Index
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