Hui Liu - researchr alias

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Viewing Publication 1 - 100 from 1436

2026

2025

GRIND-DTI: A two-stage contrastive learning framework for drug-target interaction prediction with self-supervised drug structural embeddingsTe Guo 0004, Hui Liu, Yingying Li, Yuting Yuan, Haoxin Jia. isci, 721:122575, 2025. [doi]

TVC Former: A transformer-based long-term multivariate time series forecasting method using time-variable coupling correlation graphZhenyu Liu 0005, Yuan Feng, Hui Liu, Ruining Tang, Bo Yang, Donghao Zhang, Weiqiang Jia, Jianrong Tan. kbs, 314:113147, 2025. [doi]

Multiscale calibration networks with pseudo label for bearing fault diagnosis under class-imbalanced data and multi-rate sampling scenariosZhenyu Liu 0005, Zihan Dong, Hui Liu, Pengcheng Zhong, Weiqiang Jia, Jianrong Tan. aei, 68:103694, 2025. [doi]

A General Framework to Enhance Fine-tuning-based LLM UnlearningJie Ren 0019, Zhenwei Dai, Xianfeng Tang, Hui Liu, Jingying Zeng, Zhen Li, Rahul Goutam, Suhang Wang, Yue Xing 0002, Qi He. acl 2025: 18464-18476 [doi]

Integrating multi-dimensional graph attention networks and transformer architecture for predicting air pollution in subway stationsDingya Chen, Hui Liu. asc, 178:113033, 2025. [doi]

Domain correction for hydraulic internal pump leakage detection considering multiclass aberrant flow dataXirui Chen, Hui Liu. ress, 253:110539, 2025. [doi]

Detailed fault detection of industrial sensor based on semantic segmentation modelsXirui Chen, Hui Liu. eaai, 158:111576, 2025. [doi]

Rfpillarnext: geometry-aware 3D object detection for dynamic LiDAR point cloudsWenhui Chen, Xiangze Jiang, Zhenyan Ji, Hui Liu, Guiping Zhu, José Enrique Armendáriz-Iñigo, Shen Yin. vc, 41(14):12025-12036, November 2025. [doi]

Formal Modeling and Verification Methods for the System Requirement Specifications of Train Control Systems: A SurveyRuijun Cheng, Dewang Chen, Haifeng Song 0001, Hui Liu, Huize Cheng. tits, 26(2):1419-1440, February 2025. [doi]

Lithium-ion batteries remaining useful life prediction via Fourier-mixed window attention enhanced Informer with decomposition and adaptive error correction strategyFang Cheng, Hui Liu, Xinwei Lv. aei, 65:103292, 2025. [doi]

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language ModelsYingqian Cui, Pengfei He, Jingying Zeng, Hui Liu, Xianfeng Tang, Zhenwei Dai, Yan Han 0001, Chen Luo 0003, Jing Huang, Zhen Li, Suhang Wang, Yue Xing 0002, Jiliang Tang, Qi He. acl 2025: 18581-18597 [doi]

MVF-PointCLIP: Training-free multi-view fusion PointCLIP for zero-shot 3D classificationJiuqian Dai, Zhenyan Ji, Zechang Xiong, Guiping Zhu, Hui Liu, Shen Yin, José Enrique Armendáriz-Iñigo. ijon, 653:131188, 2025. [doi]

A Global Spatial-Temporal Attention method based on motion decomposition for precipitation nowcastingYuhao Du, Yihong Li, Zhongze Zeng, Hui Liu, Jiankai Zhang. asc, 180:113314, 2025. [doi]

A Multilevel Metric Fusion Framework for Few-Shot Electrocardiogram ClassificationTianlei Gao, Xiaoyun Xie, Hui Liu, Shuwang Zhou, Minglei Shu. tim, 74:1-11, 2025. [doi]

Exploring Objectness Information via Progressively Decoupled Adaptation for Cross-Domain DetectionYiming Ge, Hui Liu, Ertong Shang, Junzhao Du, Jie Zhao, Zhaocheng Niu. mir 2025: 378-387 [doi]

Improving Phrase Segmentation in Symbolic Folk Music: A Hybrid Model with Local Context and Global Structure AwarenessXin Guan, Zhilin Dong, Hui Liu, Qiang Li 0048. entropy, 27(5):460, 2025. [doi]

Early warning model based on support vector machine ensemble algorithmSang-Sang He, Wen-hui Hou, Zi-yu Chen, Hui Liu, Jian-qiang Wang 0001, Pengfei Cheng. jors, 76(3):411-425, March 2025. [doi]

Designing optimal Quantum Key Distribution Networks based on Time-Division Multiplexing of QKD transceivers: qTDM-QKDNJuan Carlos Hernandez-Hernandez, David Larrabeiti, María Calderón, Ignacio Soto, Bruno Cimoli, Hui Liu, Idelfonso Tafur Monroy. fgcs, 164:107557, 2025. [doi]

Adaptive graph learning for enhanced incomplete multi-view clusteringRui Hong, Xiao-Ping Chen, Yan Zhou, Hui Liu, Tiancai Wan, Taili Bai. paa, 28(2):93, June 2025. [doi]

Prototype Imputation Guided Incomplete Multi-View ClusteringRui Hong, Xiao-Ping Chen, Yan Zhou, Hui Liu, Tiancai Wan. spl, 32:1565-1569, 2025. [doi]

Unconditionally original energy-dissipative and MBP-preserving Crank-Nicolson scheme for the Allen-Cahn equation with general mobilityDianming Hou, Hui Liu, Lili Ju. cma, 191:86-104, 2025. [doi]

Interpretable machine learning model to predict the acute occurrence of delirium in elderly patients in the intensive care units: a retrospective cohort studyXin Hu, Jun Luo, Hong Liang, Jingwei Yue, Yeqing Qi, Hui Liu. jbd, 12(1):47, December 2025. [doi]

Reinforcement Learning-Driven Hunter-Prey Algorithm Applied to 3D Underwater Sensor Network Coverage OptimizationZibo Huang, Fangxiu Wang, Chen Su, Yi Wang, Hui Liu. access, 13:78161-78181, 2025. [doi]

ValExtractor: Reliable Automated Local Variable Extraction in Code RefactoringYan-Jie Jiang, Fu Fan, Wei Wei, Xia-Ye Chi, Yun-Ni Xia, Yu-Xia Zhang, Wei-Xing Ji, Hui Liu. jcst, 40(4):969-979, July 2025. [doi]

Fine-Scale Small Water Body Uncovered by GF-2 Remote Sensing and Multifeature Deep Learning ModelYixin Jiang, Chunlin Wang, Zhaji Huang, Dandan Li, Biao Wang, Yanlan Wu, Hui Liu, Zihan Liu. staeors, 18:16750-16768, 2025. [doi]

Optimizing precision agriculture: A real-time detection approach for grape vineyard unhealthy leaves using deep learning improved YOLOv7 with feature extraction capabilitiesZohaib Khan, Hui Liu, Yue Shen, Zhaofeng Yang, Lanke Zhang, Feng Yang. cea, 231:109969, 2025. [doi]

Identification and characterization of long-term meteorological drought events in the Yellow River BasinJiepeng Li, Lajiao Chen, Geli Zhang, Hui Liu, Hongchang Hu, Mengzhen Xu, Xingyan Guo, Zibo Meng, Zhiqiang Dong. ecoi, 86:102992, 2025. [doi]

Solving Type-I unpaced synchronous mixed-model two-sided assembly line balancing problem using a genetic algorithmShigen Liao, Chun-Yan Sang, Ai-Wei Liu, Hui Liu. cor, 184:107257, 2025. [doi]

Pavement Marking Worn Identification and Classification Using Low-Channel LiDARCiyun Lin, Ganghao Sun, Bowen Gong, Hui Liu, Hongchao Liu. tim, 74:1-10, 2025. [doi]

Filling generative adversarial network: a novel intelligent machinery diagnostic method towards extremely limited dataCuiying Lin, Yun Kong, Kangkang Zhao, Qinkai Han, Mingming Dong, Hui Liu, Fulei Chu. aei, 68:103666, 2025. [doi]

Generalization classification regularization generative adversarial network for machinery fault diagnostics under data imbalanceCuiying Lin, Yun Kong, Guoyu Huang, Qinkai Han, Mingming Dong, Hui Liu, Fulei Chu. ress, 256:110791, 2025. [doi]

Real-Time Analysis of Event Response Based on RT-ThreadHui Liu, Wenyin Tao, Zhixin Hong, Lianmin Shi. access, 13:23547-23555, 2025. [doi]

TCDformer-based momentum transfer model for long-term sports predictionHui Liu, Xiyuan Huang, Jiacheng Gu, Junjie Shi, Ning He, Tongtong Feng. eswa, 289:128310, 2025. [doi]

Node Attention-Embedded Broad Learning Method for Few-Shot Specific Emitter IdentificationHui Liu, Dengxi Wang, Yupeng Chen. icl, 29(6):1365-1369, June 2025. [doi]

DFCon: Dominant frequency enhanced ultra-long time series contrastive forecastingQiaoqiao Liu, Hui Liu, Mingjie Yang, Yuheng Wei, Junzhao Du. ijon, 656:131418, 2025. [doi]

Zero Common-Mode Voltage Modulation for Flying-Capacitor-Based Vienna Rectifier With Consideration of Nonideal FactorsHui Liu, Dong Jiang, Shuyu Zhang, Xuan Zhao 0017, Zicheng Liu 0007. tie, 72(2):1148-1158, February 2025. [doi]

A novel dynamic model for evaluating metro microenvironmental health vulnerability based on deep learningHui Liu, Yifang Zhou, Yongtao Tan, Lilin Xiong, Peng Mao. candie, 205:111162, 2025. [doi]

A Novel Framework for Few-Shot RF Fingerprint Identification Using Signal Recurrence Plot and Convolutional Broad Learning NetworkHui Liu, Dongxing Zhao, Yupeng Chen. icl, 29(9):2128-2132, September 2025. [doi]

A Novel Methodology for Risk Assessment Considering Risk Higher Order Interactions and Propagation EffectsHui Liu, Die Shen, Marina Dabic, Jintao Lu. tem, 72:907-924, 2025. [doi]

The evolution of quantum battery capacity of GHZ-like states under Markovian channelsHui Liu, Tinggui Zhang. qip, 24(11):352, November 2025. [doi]

Minimized Mainlobe Width Beamforming Based on Sparse OptimizationHui Liu, Jiaqi Zhen. cssp, 44(5):3534-3553, May 2025. [doi]

All-Time Dynamic Minimum Spanning Tree for Inter-Satellite Link Optimization in LEO NetworksHui Liu, Xinjie Guan, Xili Wan, Fuliang Yang. tnsm, 22(5):4577-4589, October 2025. [doi]

Design of Automatic Error Correction System for English Translation based on Reinforcement Learning AlgorithmHui Liu. scpe, 26(1):297-306, 2025. [doi]

Component connectivity of hierarchical pancake graphsHui Liu, Yingzhi Tian. tjs, 81(9):1037, June 2025. [doi]

Dynamic flame feature-driven prediction model for basic oxygen furnace steelmaking endpoint carbon content based on three-dimensional multi-layer complex networksJianxun Liu, Hui Liu, Fugang Chen, Yunke Su, Heng Li, Xiaojun Xue. eaai, 139:109564, 2025. [doi]

Phenotypic Profile-Informed Generation of Drug-Like Molecules via Dual-Channel Variational AutoencodersHui Liu, Shiye Tian, Xuejun Liu. IJCAI 2025: 9068-9076 [doi]

DCAF: Dynamic Cross-Attention Feature Fusion from Robotic Anomaly Detection to Position Accuracy ModelingHui Liu, Guixiu Qiao, Pavel Piliptchak, James Moore, Daniela Sawyer, Yingyan Zeng, Ran Jin. case 2025: 556-561 [doi]

Novel Zero-CM Voltage Modulation With Dead Zone Compensation and Variable Dead Zone to Enhance the Ultimate Capability of Active EMI SuppressionHui Liu, Jiwen Gong, Dong Jiang, Yafei Ma, Zicheng Liu. tie, 72(11):10946-10956, November 2025. [doi]

Digital inclusion in public services for vulnerable groups: A systematic review for research themes and goal-action framework from the lens of public service ecosystem theoryHui Liu, Qingshan Zhou, Shuang Liang. giq, 42(2):102019, 2025. [doi]

Deep evidential reasoning rule learningHui Liu, Zhiguo Zhou. sigpro, 233:109984, 2025. [doi]

Resource-efficient instruction tuning of large language models for biomedical named entity recognitionHui Liu, Ziyi Chen, Peilin Li, Yuan-Zhi Liu, Xiangtao Liu, Ronald X. Xu, Mingzhai Sun. jbi, 170:104896, 2025. [doi]

Robust recommendation-oriented malicious attack detection methodHui Liu, Ke-ji, Kun Ma 0001, Zhenxiang Chen, Jin Zhou 0003, Jun Wu 0007. isci, 715:122213, 2025. [doi]

Team Recruitment of Collaborative Crowdsensing: A Graph-Based ApproachHui Liu, Xiaowan Li, Chuang Zhang, Xiaodong Chen, Weipeng Tai. access, 13:129385-129399, 2025. [doi]

A Single-Stage Navigation Path Extraction Network for agricultural robots in orchardsHui Liu, Xiao Zeng, Yue Shen, Jie Xu, Zohaib Khan. cea, 229:109687, 2025. [doi]

Long-Short Observation-driven Prediction Network for pedestrian crossing intention prediction with momentary observationHui Liu, Chunsheng Liu, Faliang Chang, Yansha Lu, Minhang Liu. ijon, 614:128824, 2025. [doi]

Serial Local Patterns and Irregular Dependencies Extract and Cascaded Fusion Network for Structural Crack SegmentationHui Liu, Chen Jia, Xu Cheng 0003, Xiufeng Liu, Fan Shi 0001. icassp 2025: 1-5 [doi]

PIPNet: A Deep Convolutional Neural Network for Multibaseline InSAR Phase Unwrapping Based on Pure Integer ProgrammingHui Liu, Ke Zheng, Changwei Miao, Xuemei Liu, Xianlin Liu, Lin Li, Yongguang Zhang, Longhai Xiong. staeors, 18:15495-15507, 2025. [doi]

HARP: Harmonization and Adaptive Refinement of Pseudo-labels for Cross-Domain Medical Image SegmentationYulong Liu, Wenqing Ye, Hui Liu, Ziyi Chen, Peilin Li, Ronald X. Xu, Mingzhai Sun. miccai 2026: 311-321 [doi]

Efficient algorithms for collecting the statistics of large-scale IP address dataHui Liu, Yi Cao, Zehan Cai, Hua Mao, Jie Chen. comsis, 22(3):927-944, 2025. [doi]

Mechanical Behavior and Bearing Capacity Calculation of Ultra-High Performance Concrete (UHPC)-Reinforced Tunnel LiningsLina Luo, Hui Liu, Haibo Hu, Tehan Chen, Gang Lei. symmetry, 17(9):1493, 2025. [doi]

pMHChat, characterizing the interactions between major histocompatibility complex class II molecules and peptides with large language models and deep hypergraph learningJiani Ma, Zhikang Wang, Cen Tong, Qi Yang, Lin Zhang 0015, Hui Liu. bib, 26(4), 2025. [doi]

Global well-posedness for the three-dimensional generalized tropical climate model with dampingRongyan Mao, Hui Liu, Jie Xin. mfc, 8(2):154-163, 2025. [doi]

DDualSE: Decoupled Dual-head Squeeze and Excitation Attention for Sequential RecommendationNijia Mo, Jianxiang Zang, Zhan Wang, Hui Liu. wsdm 2025: 300-308 [doi]

AWUR: Adaptive Wavelet and Uncertainty Refinement for Semi-Supervised Medical Image SegmentationHailan Shen, Yuqi Li, Zailiang Chen 0001, Hui Liu, Wenyan Zhong, Yudi Wang. icmcs 2025: 1-6 [doi]

Study on the well-posedness of stochastic Boussinesq equations with Navier boundary conditionsChengfeng Sun, Shan Jiang, Hui Liu. mfc, 8(1):1-15, 2025. [doi]

Machining accuracy prediction and adaptive compensation method of CNC machine tool under absence of machining process sensingJiacheng Sun, Zhenyu Liu 0005, Chan Qiu, Jingqian Luo, Liang He, Hui Liu, Guodong Sa, Zhengyang Jiang, Jianrong Tan. jim, 36(6):3923-3940, August 2025. [doi]

A parallel network model: Intelligent monitoring of tool wear under variable working conditionsJiacheng Sun, Zhenyu Liu 0005, Dong Wang, Chan Qiu, Hui Liu, Kun Huang, Jianrong Tan. rcim, 96:103065, 2025. [doi]

Leaders and Collaborators: Addressing Sparse Reward Challenges in Multi-Agent Reinforcement LearningShaoqi Sun, Hui Liu, Kele Xu, Bo Ding. tetci, 9(2):1976-1989, April 2025. [doi]

Efficient Spectral-Spatial Fusion With Multiscale and Adaptive Attention for Hyperspectral Image ClassificationXiaoqing Wan, Feng Chen, Weizhe Gao, Yupeng He, Hui Liu, Zhize Li. staeors, 18:1196-1211, 2025. [doi]

OCPNet: A deep learning model for online cloud load predictionZhengkai Wang, Hui Liu, Ertong Shang, Quan Wang, Junzhao Du. kbs, 312:113142, 2025. [doi]

Language-guided multimodal domain generalization for outcome prediction of head and neck cancerRongfang Wang, Jiasheng Chen, Xinlong Zhang, Hui Liu, Zhiguo Zhou, Kai Wang 0053, Changzhe Jiao, Jing Wang 0022. cbm, 197:110992, 2025. [doi]

MedPro-DG: Domain-Aware Masked Contrastive Prompt Learning of Institution Generalization for Outcome PredictionRongfang Wang, Jiasheng Chen, Xinlong Zhang, Jing Wang 0022, Hui Liu, Zhiguo Zhou, Kai Wang 0053. miccai 2026: 413-422 [doi]

FY-3F MERSI-III On-Orbit Calibration Methodology and Performance of Reflective Solar BandsLing Wang, Shuaishuai Chen, Xiuqing Hu, Xinhua Niu, Hanlie Xu, Junwei Wang, Shunxia Miao, Hui Liu, Chengli Qi, Ling Sun 0003, Na Xu 0001. tgrs, 63:1-15, 2025. [doi]

Correction to: Deep learning based identification of inconsistent method names: how Far are we?Taiming Wang, Yuxia Zhang, Lin Jiang, Yi Tang, Guangjie Li, Hui Liu. ese, 30(3):83, June 2025. [doi]

Boosting Stereo Image Noise Removal by Learning Uncertainty and Enriched FeaturesBingcai Wei, Hui Liu, Chuang Qian, Xinyu Ren, Xintong Xu. icassp 2025: 1-5 [doi]

Decoupling While Coupling: Towards More Accurate Stereo Image Sand Removal Beyond CertaintyBingcai Wei, Hui Liu, Chuang Qian 0001, Yi Jia, Wangyu Wu, Zhishan Li. icassp 2025: 1-5 [doi]

G²VD Planner: Efficient Motion Planning With Grid-Based Generalized Voronoi DiagramsJian Wen, Xuebo Zhang, Qingchen Bi, Hui Liu, Jing Yuan 0004, Yongchun Fang. tase, 22:3743-3755, 2025. [doi]

Lightweight peach detection using partial convolution and improved Non-maximum suppressionJiachun Wu, Jinlai Zhang, Jihong Zhu, Fengkun Wang, Binqiang Si, Yi Huang, Jiacheng Zhang, Hui Liu, Yanmei Meng. jvcir, 111:104495, 2025. [doi]

Towards Human Modeling for Human-Robot Collaboration and Digital Twins in Industrial Environments: Research Status, Prospects, and ChallengesGuoyi Xia, Zied Ghrairi, Thorsten Wuest, Karl Hribernik, Aaron Heuermann, Furui Liu, Hui Liu, Klaus-Dieter Thoben. rcim, 95:103043, 2025. [doi]

Ocular Disease Classification Based on Heterogeneous Interaction Among Visual, Diagnostic Semantics, and Generative KnowledgeZechang Xiong, Zhenyan Ji, Jiuqian Dai, Hui Liu, Wenhui Chen, Shen Yin, José Enrique Armendáriz-Iñigo. icic 2025: 49-61 [doi]

Ethical framework for AI education based on large language modelsYuyang Yan, Hui Liu. eait, 30(8):10891-10909, June 2025. [doi]

Driving scene image Dehazing model based on multi-branch and multi-scale feature fusionShi Yin, Hui Liu. NN, 188:107495, 2025. [doi]

SMA-YOLO: A Defect Detection Algorithm for Self-Explosion of Insulators Under Complex BackgroundsKaiyue Yu, Lei Zhao, Xiaojun Xue, Heng Li, Hui Liu. access, 13:163778-163795, 2025. [doi]

A First Look at Conventional Commits ClassificationQunhong Zeng, Yuxia Zhang, Zhiqing Qiu, Hui Liu. ICSE 2025: 2277-2289 [doi]

Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-CommerceJingying Zeng, Zhenwei Dai, Hui Liu, Samarth Varshney, Zhiji Liu, Chen Luo, Zhen Li, Qi He, Xianfeng Tang. sigir 2025: 4244-4248 [doi]

Enhancing Row-Column Array (RCA)-Based 3D Ultrasound Vascular Imaging With Spatial-Temporal Similarity WeightingJingke Zhang, Chengwu Huang, U-Wai Lok, Zhijie Dong, Hui Liu, Ping Gong 0006, Pengfei Song, Shigao Chen. tmi, 44(1):297-309, January 2025. [doi]

Tightly coupled integration of vector HD map, LiDAR, GNSS, and INS for precise vehicle navigation in GNSS-challenging environmentHongjuan Zhang, Chuang Qian 0001, Wenzhuo Li, Bijun Li, Hui Liu. gsis, 28(3):1341-1358, May 2025. [doi]

ConvMamba: Combining Mamba with CNN for hyperspectral image classificationHaoyuan Zhang, Hui Liu, Zexi Shi, Shanjun Mao, Ning Chen. ijon, 652:131016, 2025. [doi]

A composite sliding mode controller with extended disturbance observer for 4WSS agricultural robots in unstructured farmlandsYafei Zhang, Yue Shen, Hui Liu, Siwei He, Zohaib Khan. cea, 232:110069, 2025. [doi]

Multimodal data imputation and fusion for trustworthy fault diagnosis of mechanical systemsJie Zhang, Yun Kong, Qinkai Han, Tianyang Wang, Mingming Dong, Hui Liu, Fulei Chu. eaai, 150:110663, 2025. [doi]

Basic oxygen furnace endpoint carbon content prediction with Contourlet-ResNet representation of flame image featuresJunjie Zhang, Hui Liu, Fugang Chen. jei, 34(1), 2025. [doi]

A Practical Teaching Model of Software Engineering Courses for Artificial Intelligence Literacy Cultivation in Pre-Service TeachersJunna Zhang, Yulin Sun, Li Duan, Hui Liu, Chunhong Liu, Aili Zhang, Peiyan Yuan. IEEEscc 2025: 211-218 [doi]

Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions?Xianren Zhang, Xianfeng Tang, Hui Liu, Zongyu Wu 0001, Qi He 0002, Dongwon Lee 0001, Suhang Wang. acl 2025: 13783-13800 [doi]

A non-negative garrote shrinkage network with adaptive Swish for rotating machinery fault diagnosis under noisy environmentPengcheng Zhong, Zhenyu Liu 0005, Rui Li 0085, Hui Liu, Xiaoqi Yang 0010, Zihan Dong, Jianrong Tan. eaai, 160:111845, 2025. [doi]

A Generalized Geodesic Voting Framework for Interactive Image SegmentationShuwang Zhou, Hui Liu, Li Liu, Minglei Shu, Da Chen 0002, Laurent D. Cohen. tim, 74:1-14, 2025. [doi]

Cardiovascular disease detection based on deep learning and multi-modal data fusionJiayuan Zhu, Hui Liu, Xiaowei Liu, Chao Chen, Minglei Shu. bspc, 99:106882, 2025. [doi]

TSAD: Temporal-spatial association differences-based unsupervised anomaly detection for multivariate time-seriesHanbing Zhu, Nan Xiao, Hefei Ling, Zongyi Li, Yuxuan Shi, Chuang Zhao, Hongxu Ji, Ping Li, Hui Liu. ijon, 648:130611, 2025. [doi]

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