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Viewing Publication 1 - 100 from 178

2025

Has multimodal learning delivered universal intelligence in healthcare? A comprehensive surveyQika Lin, Yifan Zhu, Xin Mei, Ling Huang, Jingying Ma, Kai He, Zhen Peng, Erik Cambria, Mengling Feng. inffus, 116:102795, 2025. [doi]

DIMS: Distributed Index for Similarity Search in Metric SpacesYifan Zhu, Chengyang Luo, Tang Qian, Lu Chen 0001, Yunjun Gao, Baihua Zheng. tkde, 37(1):210-225, January 2025. [doi]

2024

VisionEmbedder: Bit-Level-Compact Key-Value Storage with Constant Lookup, Rapid Updates, and Rare FailureYuhan Wu 0001, Feiyu Wang, Yifan Zhu, Zhuochen Fan, Zhiting Xiong, Tong Yang 0003, Bin Cui 0001. icde 2024: 4248-4261 [doi]

CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual LearningYu Feng, Zhen Tian, Yifan Zhu, Zongfu Han, Haoran Luo, Guangwei Zhang, Meina Song. mm 2024: 2729-2738 [doi]

An encrypted deduplication scheme based on files diversityXinfeng He, Yifan Zhu. tjs, 80(15):22860-22884, October 2024. [doi]

A Human-Centered Algorithmic Management Framework: A Literature ReviewYunshan Jiang, Shixin Fan, Yifan Zhu, Long Wang, Kunhui Ye, Jia Zhou 0001, Liangqing Zhang, Zhixiu Wang, Liu Wu, Pei-Luen Patrick Rau. hci 2024: 54-71 [doi]

Common Ground Tracking in Multimodal DialogueIbrahim Khalil Khebour, Kenneth Lai, Mariah Bradford, Yifan Zhu, Richard Brutti, Christopher Tam, Jingxuan Tu, Benjamin Ibarra, Nathaniel Blanchard, Nikhil Krishnaswamy, James Pustejovsky. COLING 2024: 3587-3602 [doi]

Exploring interactive behaviours of urban and rural teachers in blended synchronous classrooms: Insights from a proposed interaction analysis frameworkCuixin Li, Dan Sun, Jie Xu, Yifan Zhu, Yumei Huang, Wenjing Zheng, Xingzhong Tang, Yan Li 0086. ce, 222:105152, 2024. [doi]

Understanding Characteristics of Teacher-Student Dialogue in Urban-Rural Blended Synchronous Classroom: A Learning Analytics PerspectiveCuixin Li, Yan Li, Yifan Zhu, Lingna Xu. icbl 2024: 149-162 [doi]

A Heterogeneous Directed Graph Attention Network for inductive text classification using multilevel semantic embeddingsMu Lin, Tao Wang 0031, Yifan Zhu, Xiaobo Li 0003, Xin Zhou, Weiping Wang 0002. kbs, 295:111797, 2024. [doi]

Parallel Loop Locality Analysis for Symbolic Thread CountsFangzhou Liu, Yifan Zhu, Shaotong Sun, Chen Ding 0001, Wesley Smith, Kaave Seyed Hosseini. IEEEpact 2024: 219-232 [doi]

MCR-Tree: An Efficient Index for Multi-dimensional Core SearchChengyang Luo, Yifan Zhu, Qing Liu 0008, Yunjun Gao, Lu Chen, Jianliang Xu. pacmmod, 2(3):153, 2024. [doi]

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language ModelsHaoran Luo, Haihong E, Zichen Tang, Shiyao Peng, Yikai Guo, Wentai Zhang 0004, Chenghao Ma, Guanting Dong, Meina Song, Wei Lin, Yifan Zhu, Anh Tuan Luu. acl 2014: 2039-2056 [doi]

Face animation based on multiple sources and perspective alignmentYuanzong Mei, Wenyi Wang 0005, Xi Liu, Wei Yong, Weijie Wu, Yifan Zhu, Shuai Wang, Jianwen Chen. vrih, 6(3):252-266, 2024. [doi]

Lexical Event Models for Multimodal DialoguesJames Pustejovsky, Yifan Zhu. hci 2025: 174-192 [doi]

RDNeRF: relative depth guided NeRF for dense free view synthesisJiaxiong Qiu, Yifan Zhu, Peng-Tao Jiang, Ming-Ming Cheng, Bo Ren 0003. vc, 40(3):1485-1497, March 2024. [doi]

Privacy-Preserving Bi-Level Optimization of Internet Data Centers for Electricity-Carbon Collaborative Demand ResponseJiaqi Ruan, Yifan Zhu, Yuji Cao, Xianzhuo Sun, Shunbo Lei, Gaoqi Liang, Jing Qiu 0001, Zhao Xu 0002. iotj, 11(14):24948-24959, July 2024. [doi]

HeGCL: Advance Self-Supervised Learning in Heterogeneous Graph-Level RepresentationGen Shi, Yifan Zhu, Jian K. Liu, Xuesong Li 0003. tnn, 35(10):13914-13925, October 2024. [doi]

Multiple Knowledge-Enhanced Meteorological Social Briefing GenerationKaize Shi, Xueping Peng, Hao Lu 0002, Yifan Zhu, Zhendong Niu. tcss, 11(2):2002-2013, April 2024. [doi]

Measuring Data Access Latency in Large CPU CachesShaotong Sun, Yifan Zhu, Xingzhi Ye, Chen Ding 0001. memsys 2024: 129-139 [doi]

Structural entropy minimization combining graph representation for money laundering identificationShaojiang Wang, Pengcheng Wang, Bin Wu, Yifan Zhu, Wei Luo, Yicheng Pan 0001. mlc, 15(9):3951-3968, September 2024. [doi]

A New Perspective for Computational Social Systems: Fuzzy Modeling and Reasoning for Social Computing in CPSSTan Wang, Yifan Zhu, Peijun Ye, Weichao Gong, Hao Lu 0002, Hong Mo, Fei-Yue Wang 0001. tcss, 11(1):101-116, February 2024. [doi]

High-Resolution Soil Moisture and Freeze-Thaw Retrievals Using CYGNSS Reconstruction Observations on the Qianghai-Tibet PlateauWentao Yang, Fei Guo 0009, Xiaohong Zhang 0008, Zhiyu Zhang, Yifan Zhu, Zheng Li. igarss 2024: 6824-6827 [doi]

High temporal resolution quasi-global landscape soil freeze-thaw map from spaceborne GNSS-R technology and SMAP radiometer measurementsWentao Yang, Fei Guo 0009, Xiaohong Zhang, Zhiyu Zhang, Yifan Zhu. aeog, 128:103777, 2024. [doi]

Hierarchical learning of gastric cancer molecular subtypes by integrating multi-modal DNA-level omics data and clinical stratificationBinyu Yang, Siying Liu, Jiemin Xie, Xi Tang, Pan Guan, Yifan Zhu, Xuemei Liu, Yunhui Xiong, Zuli Yang, WeiYao Li, Yonghua Wang, Wen Chen, Qingjiao Li, Li C. Xia. quanbio, 12(2):182-196, 2024. [doi]

Venus: Enhancing QoE of Crowdsourced Live Video Streaming by Exploiting Multiflow Viewer AssistanceHuanhuan Zhang, Congkai An, Anfu Zhou, Yifan Zhu, Weilin Sun, Yixuan Lu, Jiahao Chen, Liang Liu 0001, Huadong Ma, Aiguo Fei. mobicom 2024: 170-184 [doi]

Enhancing Multi-UAV Reconnaissance and Search Through Double Critic DDPG With Belief Probability MapsBoquan Zhang, Xiang Lin, Yifan Zhu, Jing Tian, Zhi Zhu. tiv, 9(2):3827-3842, February 2024. [doi]

Reviving Peer-to-Peer Networking for Scalable Crowdsourced Live Video StreamingHuanhuan Zhang, Congkai An, Anfu Zhou, Chaoyue Li, Xi Liu, Jialiang Pei, Yifan Zhu, Liang Liu 0001, Huadong Ma. ton, 32(4):3205-3220, August 2024. [doi]

SEACC: Self-evolving and adaptive contrastive learning for classification of pediatric pneumonia and anteroposterior/posteroanterior chest radiographsJingyuan Zheng, Dingming Liu, Zhifu Yang, Yifan Zhu, Qilu Jiao, Feifei Liu, Min Zhao. displays, 81:102607, January 2024. [doi]

Detection and Defense of Unlearnable ExamplesYifan Zhu, Lijia Yu, Xiao-Shan Gao. AAAI 2024: 17211-17219 [doi]

EnTurbo: Accelerate Confidential Serverless Computing via Parallelizing Enclave Startup ProcedureYifan Zhu, Peinan Li, Yunkai Bai, Yubiao Huang, Shiwen Wang, Xingbin Wang, Dan Meng, Rui Hou 0001. dac 2024: [doi]

HJG: An Effective Hierarchical Joint Graph for ANNS in Multi-Metric SpacesYifan Zhu, Lu Chen, Yunjun Gao, Ruiyao Ma, Baihua Zheng, Jingwen Zhao. icde 2024: 4275-4287 [doi]

Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract)Yifan Zhu, Qika Lin, Hao Lu 0002, Kaize Shi, Donglei Liu, James Chambua, Shanshan Wan, Zhendong Niu. icde 2024: 5747-5748 [doi]

Paguroidea: Fused Parser Generator with Transparent Semantic ActionsYifan Zhu, Quartic Cat, Boluo Ge, Shaotong Sun. CC 2024: 39-48 [doi]

Toward the Generation of 9 km Quasi-Global Microwave Land Surface Emissivity Map Using SMAP Radiometer and CYGNSS ReflectometerYifan Zhu, Fei Guo 0009, Xiaohong Zhang 0008, Wentao Yang, Zhiyu Zhang, Zheng Li. igarss 2024: 6721-6724 [doi]

Refining Bridge Engineering-based Construction Scheme Compliance Review with Advanced Large Language Model IntegrationYifan Zhu, Gen Zhao, Hao Liu, Dongtao Sun, Yunze He. bdiot 2024: 297-305 [doi]

Toward Availability Attacks in 3D Point CloudsYifan Zhu, Yibo Miao, Yinpeng Dong, Xiao-Shan Gao. icml 2024: [doi]

GTS: GPU-based Tree Index for Fast Similarity SearchYifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen 0001, Yunjun Gao. pacmmod, 2(3):142, 2024. [doi]

Towards robustness evaluation of backdoor defense on quantized deep learning modelsYifan Zhu, Huaibing Peng, Anmin Fu, Wei Yang, Hua Ma, Said F. Al-Sarawi, Derek Abbott, Yansong Gao. eswa, 255:124599, 2024. [doi]

Joint Uplink and Downlink Nonorthogonal Resource Allocation for URLLC in Distributed Antenna SystemsYifan Zhu, Kang Li, Pengcheng Zhu 0001, Yan Wang 0027. sj, 18(4):2121-2132, December 2024. [doi]

Modeling Theory of Mind in Multimodal HCIYifan Zhu, Hannah VanderHoeven, Kenneth Lai, Mariah Bradford, Christopher Tam, Ibrahim Khebour, Richard Brutti, Nikhil Krishnaswamy, James Pustejovsky. hci 2024: 205-225 [doi]

2023

Indexing Metric Spaces for Exact Similarity SearchLu Chen 0001, Yunjun Gao, Xuan Song, Zheng Li, Yifan Zhu, Xiaoye Miao, Christian S. Jensen. ACM Comput. Surv., 55(6), 2023. [doi]

Consistent Depth Prediction for Transparent Object Reconstruction from RGB-D CameraYuxiang Cai, Yifan Zhu, Haiwei Zhang, Bo Ren 0003. iccv 2023: 3436-3445 [doi]

Interactive Personalization of Classifiers for Explainability using Multi-Objective Bayesian OptimizationSuyog Chandramouli, Yifan Zhu, Antti Oulasvirta. um 2023: 34-45 [doi]

Human-Inspired Facial Sketch Synthesis with Dynamic AdaptationFei Gao, Yifan Zhu, Chang Jiang, Nannan Wang 0001. iccv 2023: 7203-7213 [doi]

Random-blockage model and adaptive feedback strategy of CSI for an indoor VLC networkGuiyu Gong, Chaoqin Gan, Yong Fang, Yifan Zhu, Qiuyue Hu. jocnet, 15(4):197-208, 2023. [doi]

FM-IGNN: Interaction Graph Neural Network with Fine-grained Matching for Session-based RecommendationZongzhi Han, Zhonghong Ou, Yifan Zhu, Xiaodong Li, Meina Song. icdm 2023: 130-139 [doi]

Dynamic handover cost modeling in hybrid VLC/RF networksQiuyue Hu, Chaoqin Gan, Xuefeng Liu, Guiyu Gong, Yifan Zhu. adhoc, 146:103174, 2023. [doi]

TreeSensing: Linearly Compressing Sketches with FlexibilityZirui Liu, Yixin Zhang, Yifan Zhu, Ruwen Zhang, Tong Yang 0003, Kun Xie, Sha Wang, Tao Li, Bin Cui 0001. pacmmod, 1(1), 2023. [doi]

A Local Self-Attention Sentence Model for Answer Selection Task in CQA SystemsDonglei Liu, Hao Lu 0002, Yong Yuan, Rui Qin 0002, Yifan Zhu, Chunxia Zhang 0001, Zhendong Niu. tcss, 10(6):3283-3294, December 2023. [doi]

Control over Distributed Topology of Wire-less Sensor Network based on Power OptimizationMingyu Nan, Zhaopeng He, Yifan Zhu, Tao Wang. icbase 2023: 458-463 [doi]

Looking Through the Glass: Neural Surface Reconstruction Against High Specular ReflectionsJiaxiong Qiu, Peng-Tao Jiang, Yifan Zhu, Ze-Xin Yin, Ming-Ming Cheng, Bo Ren 0003. cvpr 2023: 20823-20833 [doi]

Traceability anti-counterfeiting system based on the ownership of edge computing on the blockchainZehuan Qiu, Yifan Zhu. jaihc, 14(1):257-270, 2023. [doi]

Super-Resolution Perception Assisted Spatiotemporal Graph Deep Learning Against False Data Injection Attacks in Smart GridJiaqi Ruan, Gang Fan, Yifan Zhu, Gaoqi Liang, Junhua Zhao 0001, Fushuan Wen, Zhao Yang Dong. tsg, 14(5):4035-4046, September 2023. [doi]

Application of Social Sensors in Natural Disasters Emergency Management: A ReviewKaize Shi, Xueping Peng, Hao Lu 0002, Yifan Zhu, Zhendong Niu. tcss, 10(6):3143-3158, December 2023. [doi]

Are Nonimage Data Really Necessary for Disease Prediction With Graph Convolutional Networks?Gen Shi, Yifan Zhu, Zhensen Chen, Jinyan Liu, Xuesong Li. tamd, 15(1):252-260, March 2023. [doi]

Learning spatial-temporal feature with graph productZhuo Tan, Yifan Zhu, Bin Liu 0022. sigpro, 210:109062, 2023. [doi]

Assessing and improving the structural robustness of global liner shipping system: A motif-based network science approachMengqiao Xu, Wenhui Deng, Yifan Zhu, Linyuan Lu. ress, 240:109576, December 2023. [doi]

Ensembled Identification for Problematic Student Based on Multi-perspective Analysis Using College Students' Behavioral DataYuqin Yan, Yifan Zhu, Tao Wu, Jiali Mao, Qi Feng, Aoying Zhou. iccse2 2024: 234-250 [doi]

An Improved Method for Water Body Removal in Spaceborne GNSS-R Soil Moisture RetrievalWentao Yang, Fei Guo, Xiaohong Zhang, Yifan Zhu. tgrs, 61:1-8, 2023. [doi]

Architecting the Autocuckoo Filter to Defend Against Cross-Core Cache AttacksFengkai Yuan, Kai Wang, Jiameng Ying, Rui Hou 0001, Lutan Zhao, Peinan Li, Yifan Zhu, Zhenzhou Ji, Dan Meng. tcad, 42(4):1280-1294, April 2023. [doi]

ApeGNN: Node-Wise Adaptive Aggregation in GNNs for RecommendationDan Zhang, Yifan Zhu, Yuxiao Dong, Yuandong Wang, Wenzheng Feng, Evgeny Kharlamov, Jie Tang 0001. WWW 2023: 759-769 [doi]

The Optimization of Supply Chain Financing for Bank Green Credit Using Stackelberg Game Theory in Digital Economy Under Internet of ThingsHui Zhang, Fengrui Zhang, Bing Gong, Xuan Zhang, Yifan Zhu. joeuc, 35(3):1-16, 2023. [doi]

Data-Driven Indoor Positioning Correction for Infrastructure-Enabled Autonomous Driving Systems: A Lifelong FrameworkCong Zhao, Andi Song, Yifan Zhu, Shengchuan Jiang, Feixiong Liao, Yuchuan Du. tits, 24(4):3908-3921, April 2023. [doi]

Semi-Supervised Social Bot Detection with Initial Residual Relation Attention NetworksMing Zhou, Wenzheng Feng, Yifan Zhu, Dan Zhang, Yuxiao Dong, Jie Tang 0001. pkdd 2023: 207-224 [doi]

ChaosINTC: A Secure Interrupt Management Mechanism against Interrupt-based Attacks on TEEYifan Zhu, Peinan Li, Lutan Zhao, Dan Meng, Rui Hou 0001. dac 2023: 1-6 [doi]

The Association Between Academic Clickbait and Impact: From the Perspective of Online Media NewsYifan Zhu, Xin Li, Jia Zhou, Yunshan Jiang. hci 2023: 454-469 [doi]

WinGNN: Dynamic Graph Neural Networks with Random Gradient Aggregation WindowYifan Zhu, Fangpeng Cong, Dan Zhang, Wenwen Gong, Qika Lin, Wenzheng Feng, Yuxiao Dong, Jie Tang. kdd 2023: 3650-3662 [doi]

Few-shot Adaptation for Manipulating Granular Materials Under Domain ShiftYifan Zhu, Pranay Thangeda, Melkior Ornik, Kris Hauser. rss 2023: [doi]

Recommending Learning Objects Through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural NetworkYifan Zhu, Qika Lin, Hao Lu 0002, Kaize Shi, Donglei Liu, James Chambua, Shanshan Wan, Zhendong Niu. tkde, 35(4):4178-4189, April 2023. [doi]

2022

Heterogeneous Knowledge Learning of Predictive Academic Intelligence in TransportationHao Lu 0002, Yifan Zhu, Qika Lin, Tan Wang, Zhendong Niu, Enrique Herrera-Viedma. tits, 23(4):3737-3755, 2022. [doi]

A Novel Spatio-Temporal Synchronization Method of Roadside Asynchronous MMW Radar-Camera for Sensor FusionYuchuan Du, Bohao Qin, Cong Zhao, Yifan Zhu, Jing Cao, Yuxiong Ji. tits, 23(11):22278-22289, 2022. [doi]

ONUs' load model for one-to-many mode matching scenario in multi-standard virtual passive optical networkGuiyu Gong, Chaoqin Gan, Liya Tong, Yifan Zhu. ijcomsys, 35(15), 2022. [doi]

XDataExplorer: A Three-Stage Comprehensive Self-Tuning Tool for Big Data PlatformsQing Guo, Yingying Xie, Qiushi Li, Yifan Zhu. bdr, 29:100329, 2022. [doi]

Adaptive cross-layer handover algorithm based on MPTCP for hybrid LiFi-and-WiFi networksQiuyue Hu, Chaoqin Gan, Guiyu Gong, Yifan Zhu. adhoc, 134:102923, 2022. [doi]

AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion QueryZepeng Huai, Zhe Wang, Yifan Zhu, Peng Zhang. CIKM 2022: 4039-4043 [doi]

Efficient heterogeneous integration of InP/Si and GaSb/Si templates with ultra-smooth surfacesTingting Jin, Jiajie Lin, Tiangui You, Xiaolei Zhang, Hao Liang, Yifan Zhu, Jialiang Sun, Hangning Shi, Chaodan Chi, Min Zhou, Robert Kudrawiec, Shumin Wang, Xin Ou. chinaf, 65(8):1-9, 2022. [doi]

Conditional address propagation: an efficient defense mechanism against transient execution attacksPeinan Li, Rui Hou 0001, Lutan Zhao, Yifan Zhu, Dan Meng. dac 2022: 547-552 [doi]

Incorporating Context Graph with Logical Reasoning for Inductive Relation PredictionQika Lin, Jun Liu, Fangzhi Xu, Yudai Pan, Yifan Zhu, Lingling Zhang, Tianzhe Zhao. sigir 2022: 893-903 [doi]

Excavation Reinforcement Learning Using Geometric RepresentationQingkai Lu, Yifan Zhu, Liangjun Zhang. ral, 7(2):4472-4479, 2022. [doi]

Classifying user connections through social media avatars and users social activities: a case study in identifying sellers on social mediaYu Mao, Yifan Zhu, Yiping Liu, Qika Lin, Hao Lu 0002, Fuquan Zhang 0001. eis, 16(8-9), 2022. [doi]

Investigation on UAV swarm Defense based on electromagnetic intervention controlMingyu Nan, Yifan Zhu, Tao Wang, Yanfeng Wang. iccir 2022: 1-6 [doi]

Personalized Recommendation of Location-Based Services Using Spatio-Temporal-Aware Long and Short Term Neural NetworkXiaoshuang Sheng, Fan Wang, Yifan Zhu, Tengfei Liu, Huan Chen. access, 10:39864-39874, 2022. [doi]

Fusion Learning of Multimodal Neuroimaging with Weighted Graph AutoEncoderGen Shi, Yifan Zhu, Fuquan Zhang, Wenjin Liu, Yuxiang Yao, Xuesong Li. bibm 2022: 2467-2473 [doi]

A Novel Direct Trajectory Planning Approach Based on Generative Adversarial Networks and Rapidly-Exploring Random TreeCong Zhao, Yifan Zhu, Yuchuan Du, Feixiong Liao, Ching-Yao Chan. tits, 23(10):17910-17921, 2022. [doi]

Latency Impact Analysis of Point Cloud Fusion Modes for Cooperative Perception in Autonomous DrivingYifan Zhu, Cong Zhao, Yuchuan Du. itsc 2022: 1024-1029 [doi]

Excavation of Fragmented Rocks with Multi-modal Model-based Reinforcement LearningYifan Zhu, Liyang Wang, Liangjun Zhang. iros 2022: 6523-6530 [doi]

CACam: Consecutive Angular Measurements with Camera on Smartphone for Distance EstimationYifan Zhu, Xiaojun Zhu 0001. icpads 2023: 73-80 [doi]

Effect of surface temperature on soil moisture retrieval using CYGNSSYifan Zhu, Fei Guo, Xiaohong Zhang. aeog, 112:102929, 2022. [doi]

Automated Heart and Lung Auscultation in Robotic Physical ExaminationsYifan Zhu, Alexander Smith 0006, Kris Hauser. ral, 7(2):4204-4211, 2022. [doi]

Pivot selection algorithms in metric spaces: a survey and experimental studyYifan Zhu, Lu Chen 0001, Yunjun Gao, Christian S. Jensen. vldb, 31(1):23-47, 2022. [doi]

Investigating Neural Substrates of Individual Independence and Interdependence Orientations via Efficiency-Based Dynamic Functional Connectivity: A Machine Learning ApproachYifan Zhu, Xuesong Li, Yang Sun, Haixu Wang, Hua Guo, Jie Sui. tamd, 14(2):761-771, 2022. [doi]

DESIRE: An Efficient Dynamic Cluster-based Forest Indexing for Similarity Search in Multi-Metric SpacesYifan Zhu, Lu Chen 0001, Yunjun Gao, Baihua Zheng, Pengfei Wang. pvldb, 15(10):2121-2133, 2022. [doi]

Fully Three-Dimensional Radial VisualizationYifan Zhu, Fan Dai, Ranjan Maitra. jcgs, 31(3):935-944, July 2022. [doi]

Design and simulation of optical network architecture based on point-to-multipoint direct communication between optical network units for data centerYifan Zhu, Chaoqin Gan, Wei Lin, Guiyu Gong. pnc, 44(1):1-9, 2022. [doi]

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