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Viewing Publication 1 - 100 from 364

2024

Urban Knowledge Graph Aided Mobile User ProfilingYu Liu 0016, Zhilun Zhou, Yong Li 0008, Depeng Jin. tkdd, 18(1), January 2024. [doi]

Inverse Learning with Extremely Sparse Feedback for RecommendationGuanyu Lin, Chen Gao, Yu Zheng, Yinfeng Li, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Zhiheng Li 0001, Depeng Jin, Yong Li. wsdm 2024: 396-404 [doi]

Mixed Attention Network for Cross-domain Sequential RecommendationGuanyu Lin, Chen Gao, Yu Zheng, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Zhiheng Li, Depeng Jin, Yong Li, Meng Wang. wsdm 2024: 405-413 [doi]

Learning from Hierarchical Structure of Knowledge Graph for RecommendationYingrong Qin, Chen Gao, Shuangqing Wei, Yue Wang, Depeng Jin, Jian Yuan, Lin Zhang 0001, Dong Li 0016, Jianye Hao, Yong Li 0008. tois, 42(1), January 2024. [doi]

Alleviating Video-length Effect for Micro-video RecommendationYuhan Quan, Jingtao Ding, Chen Gao, Nian Li, Lingling Yi, Depeng Jin, Yong Li 0008. tois, 42(2), March 2024. [doi]

Synthesizing Human Trajectories Based on Variational Point ProcessesHuandong Wang, Qizhong Zhang, Yuchen Wu, Depeng Jin, Xing Wang, Lin Zhu, Li Yu. tkde, 36(4):1785-1799, April 2024. [doi]

History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural NetworkTong Xia, Yong Li 0008, Yunhan Qi, Jie Feng 0002, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin. tkdd, 18(3), April 2024. [doi]

2023

Spatial planning of urban communities via deep reinforcement learningYu Zheng 0010, Yuming Lin, Liang Zhao, Tinghai Wu, Depeng Jin, Yong Li 0008. ncs, 3(9):748-762, 2023. [doi]

Learning to Simulate Daily Activities via Modeling Dynamic Human NeedsYuan Yuan 0032, Huandong Wang, Jingtao Ding, Depeng Jin, Yong Li 0008. WWW 2023: 906-916 [doi]

Spatio-temporal Diffusion Point ProcessesYuan Yuan 0032, Jingtao Ding, Chenyang Shao, Depeng Jin, Yong Li 0008. kdd 2023: 3173-3184 [doi]

Learning to Solve Grouped 2D Bin Packing Problems in the Manufacturing IndustryWenxuan Ao, Guozhen Zhang, Yong Li, Depeng Jin. kdd 2023: 3713-3723 [doi]

Bundle Recommendation and Generation With Graph Neural NetworksJianxin Chang, Chen Gao, Xiangnan He 0001, Depeng Jin, Yong Li 0008. tkde, 35(3):2326-2340, March 2023. [doi]

LoSAC: An Efficient Local Stochastic Average Control Method for Federated OptimizationHuiming Chen, Huandong Wang, Quanming Yao, Yong Li 0008, Depeng Jin, Qiang Yang 0001. tkdd, 17(4), May 2023. [doi]

Reinforcement Learning for Practical Express Systems with Mixed Deliveries and PickupsJinwei Chen, Zefang Zong, Yunlin Zhuang, Huan Yan, Depeng Jin, Yong Li 0008. tkdd, 17(3), April 2023. [doi]

Cross-Platform Item Recommendation for Online Social E-CommerceChen Gao, Tzu-Heng Lin, Nian Li, Depeng Jin, Yong Li 0008. tkde, 35(2):1351-1364, 2023. [doi]

A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and DirectionsChen Gao, Yu Zheng 0010, Nian Li, Yinfeng Li, Yingrong Qin, Jinghua Piao, Yuhan Quan, Jianxin Chang, Depeng Jin, Xiangnan He 0001, Yong Li 0008. tors, 1(1):1-51, March 2023. [doi]

Demo: Scalable Digital Twin System for Mobile Networks with Generative AIJiahui Gong, Qiaohong Yu, Tong Li, Haoqiang Liu, Jun Zhang, Hangyu Fan, Depeng Jin, Yong Li. mobisys 2023: 610-611 [doi]

Empowering Spatial Knowledge Graph for Mobile Traffic PredictionJiahui Gong, Yu Liu, Tong Li, Haoye Chai, Xing Wang, Junlan Feng, Chao Deng, Depeng Jin, Yong Li 0008. gis 2023: [doi]

Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User DemandsWenzhen Huang, Tong Li, Yuting Cao, Zhe Lyu, Yanping Liang, Li Yu, Depeng Jin, Junge Zhang, Yong Li. CIKM 2023: 885-894 [doi]

Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic PatternsShuodi Hui, Huandong Wang, Tong Li, Xinghao Yang, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng, Pan Hui 0001, Depeng Jin, Yong Li. kdd 2023: 4195-4206 [doi]

Disentangled Modeling of Social Homophily and Influence for Social RecommendationNian Li, Chen Gao, Depeng Jin, Qingmin Liao. tkde, 35(6):5738-5751, June 2023. [doi]

Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and SolutionFuxian Li, Jie Feng 0002, Huan Yan, Guangyin Jin, Fan Yang, Funing Sun, Depeng Jin, Yong Li 0008. tkdd, 17(1), January 2023. [doi]

Periodic Shift and Event-aware Spatio-Temporal Graph Convolutional Network for Traffic Congestion PredictionFuxian Li, Huan Yan, Hongjie Sui, Deng Wang, Fan Zuo, Yue Liu, Yong Li, Depeng Jin. gis 2023: [doi]

Dual-interest Factorization-heads Attention for Sequential RecommendationGuanyu Lin, Chen Gao, Yu Zheng, Jianxin Chang, Yanan Niu, Yang Song, Zhiheng Li, Depeng Jin, Yong Li. WWW 2023: 917-927 [doi]

NeuroCrossover: An intelligent genetic locus selection scheme for genetic algorithm using reinforcement learningHaoqiang Liu, Zefang Zong, Yong Li 0008, Depeng Jin. asc, 146:110680, October 2023. [doi]

Uncertainty-aware Consistency Learning for Cold-Start Item RecommendationTaichi Liu, Chen Gao, Zhenyu Wang, Dong Li, Jianye Hao, Depeng Jin, Yong Li. sigir 2023: 2466-2470 [doi]

Detecting Vulnerable Nodes in Urban Infrastructure Interdependent NetworkJinzhu Mao, Liu Cao, Chen Gao, Huandong Wang, Hangyu Fan, Depeng Jin, Yong Li. kdd 2023: 4617-4627 [doi]

Understanding and Modeling Passive-Negative Feedback for Short-video Sequential RecommendationYunzhu Pan, Chen Gao, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Depeng Jin, Yong Li. recsys 2023: 540-550 [doi]

Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender SystemYunzhu Pan, Nian Li, Chen Gao, Jianxin Chang, Yanan Niu, Yang Song, Depeng Jin, Yong Li. CIKM 2023: 4787-4793 [doi]

Disentangling Geographical Effect for Point-of-Interest RecommendationYingrong Qin, Chen Gao, Yue Wang, Shuangqing Wei, Depeng Jin, Jian Yuan, Lin Zhang 0001. tkde, 35(8):7883-7897, August 2023. [doi]

Robust Preference-Guided Denoising for Graph based Social RecommendationYuhan Quan, Jingtao Ding, Chen Gao, Lingling Yi, Depeng Jin, Yong Li. WWW 2023: 1097-1108 [doi]

Transferable Structure-based Adversarial Attack of Heterogeneous Graph Neural NetworkYu Shang, Yudong Zhang, Jiansheng Chen, Depeng Jin, Yong Li. CIKM 2023: 2188-2197 [doi]

Enhancing Adversarial Robustness of Multi-modal Recommendation via Modality BalancingYu Shang, Chen Gao, Jiansheng Chen, Depeng Jin, Huimin Ma, Yong Li. mm 2023: 6274-6282 [doi]

Learning Fine-grained User Interests for Micro-video RecommendationYu Shang, Chen Gao, Jiansheng Chen, Depeng Jin, Meng Wang, Yong Li. sigir 2023: 433-442 [doi]

PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation LearningHuandong Wang, Changzheng Gao, Yuchen Wu, Depeng Jin, Lina Yao 0001, Yong Li 0008. AAAI 2023: 14539-14547 [doi]

Contagion Process Guided Cross-scale Spatio-Temporal Graph Neural Network for Traffic Congestion PredictionMudan Wang, Huan Yan, Huandong Wang, Yong Li, Depeng Jin. gis 2023: [doi]

Discovering Causes of Traffic Congestion via Deep Transfer ClusteringMudan Wang, Yuan Yuan 0032, Huan Yan, Hongjie Sui, Fan Zuo, Yue Liu, Yong Li 0008, Depeng Jin. tist, 14(5), October 2023. [doi]

Understanding and Modeling Collision Avoidance Behavior for Realistic Crowd SimulationZihan Yu, Guozhen Zhang, Yong Li, Depeng Jin. CIKM 2023: 3052-3061 [doi]

Persuade to Click: Context-Aware Persuasion Model for Online Textual AdvertisementYuan Yuan, Fengli Xu, Hancheng Cao, Guozhen Zhang, Pan Hui 0001, Yong Li 0008, Depeng Jin. tkde, 35(2):1938-1951, 2023. [doi]

Understanding the Influence of Social Hubs in Diffusion Processes Driven by Incentivized Friend InvitationGuozhen Zhang, Fengli Xu, Yuan Yuan 0032, Depeng Jin. tcss, 10(4):1491-1502, August 2023. [doi]

DAS: Efficient Street View Image Sampling for Urban PredictionGuozhen Zhang, Jinhui Yi, Jian Yuan, Yong Li 0008, Depeng Jin. tist, 14(2), April 2023. [doi]

An Attentional Multi-scale Co-evolving Model for Dynamic Link PredictionGuozhen Zhang, Tian Ye, Depeng Jin, Yong Li. WWW 2023: 429-437 [doi]

Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge GraphShiyuan Zhang, Tong Li, Shuodi Hui, Guangyu Li, Yanping Liang, Li Yu, Depeng Jin, Yong Li. kdd 2023: 4842-4851 [doi]

A City-level High-performance Spatio-temporal Mobility Simulation SystemJun Zhang, Wenxuan Ao, Depeng Jin, Li Liu, Yong Li. sumob 2023: 23-32 [doi]

Incorporating Price into Recommendation With Graph Convolutional NetworksYu Zheng, Chen Gao, Xiangnan He 0001, Depeng Jin, Yong Li 0008. tkde, 35(2):1609-1623, 2023. [doi]

Road Planning for Slums via Deep Reinforcement LearningYu Zheng, Hongyuan Su, Jingtao Ding, Depeng Jin, Yong Li. kdd 2023: 5695-5706 [doi]

Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising DiffusionZhilun Zhou, Jingtao Ding, Yu Liu, Depeng Jin, Yong Li. gis 2023: [doi]

Hierarchical Knowledge Graph Learning Enabled Socioeconomic Indicator Prediction in Location-Based Social NetworkZhilun Zhou, Yu Liu, Jingtao Ding, Depeng Jin, Yong Li 0008. WWW 2023: 122-132 [doi]

2022

User Identity Linkage via Co-Attentive Neural Network From Heterogeneous Mobility DataJie Feng 0002, Yong Li 0008, Zeyu Yang, Mingyang Zhang 0004, Huandong Wang, Hancheng Cao, Depeng Jin. tkde, 34(2):954-968, 2022. [doi]

Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent NetworksJie Feng 0002, Yong Li 0008, Zeyu Yang, Qiang Qiu, Depeng Jin. tkde, 34(5):2360-2374, 2022. [doi]

DeepMM: Deep Learning Based Map Matching With Data AugmentationJie Feng 0002, Yong Li 0008, Kai Zhao, Zhao Xu, Tong Xia, Jinglin Zhang, Depeng Jin. tmc, 21(7):2372-2384, 2022. [doi]

Item Recommendation for Word-of-Mouth Scenario in Social E-CommerceChen Gao, Chao Huang, Donghan Yu, Haohao Fu, Tzh-Heng Lin, Depeng Jin, Yong Li 0008. tkde, 34(6):2798-2809, 2022. [doi]

A Multi-scale Ensemble Learning Model for Cellular Traffic PredictionChangzheng Gao, Tao Feng, Huandong Wang, Depeng Jin, Junlan Feng, Xing Wang, Lin Zhu, Chao Deng. globecom 2022: 209-214 [doi]

Cross-domain Recommendation with Bridge-Item EmbeddingsChen Gao, Yong Li 0008, Fuli Feng, Xiangning Chen, Kai Zhao, Xiangnan He 0001, Depeng Jin. tkdd, 16(1), 2022. [doi]

Social Recommendation With Characterized RegularizationChen Gao, Nian Li, Tzu-Heng Lin, Dongsheng Lin, Jun Zhang, Yong Li 0008, Depeng Jin. tkde, 34(6):2921-2933, 2022. [doi]

Knowledge Enhanced GAN for IoT Traffic GenerationShuodi Hui, Huandong Wang, Zhenhua Wang, Xinghao Yang, Zhongjin Liu, Depeng Jin, Yong Li. WWW 2022: 3336-3346 [doi]

Distinguishing Between Smartphones and IoT Devices via Network TrafficShuodi Hui, Huandong Wang, Dianlei Xu, Jing Wu, Yong Li 0008, Depeng Jin. iotj, 9(2):1182-1196, 2022. [doi]

Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention NetworkFuxian Li, Jie Feng 0002, Huan Yan, Depeng Jin, Yong Li 0008. tist, 13(5), 2022. [doi]

Automatically Discovering User Consumption Intents in MeituanYinfeng Li, Chen Gao, Xiaoyi Du, Huazhou Wei, Hengliang Luo, Depeng Jin, Yong Li. kdd 2022: 3259-3269 [doi]

Spatiotemporal-aware Session-based Recommendation with Graph Neural NetworksYinfeng Li, Chen Gao, Xiaoyi Du, Huazhou Wei, Hengliang Luo, Depeng Jin, Yong Li. CIKM 2022: 1209-1218 [doi]

Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based RecommendationYinfeng Li, Chen Gao, Hengliang Luo, Depeng Jin, Yong Li. sigir 2022: 1997-2002 [doi]

Automated Spatio-Temporal Synchronous Modeling with Multiple Graphs for Traffic PredictionFuxian Li, Huan Yan, Guangyin Jin, Yue Liu, Yong Li, Depeng Jin. CIKM 2022: 1084-1093 [doi]

Dual Contrastive Network for Sequential RecommendationGuanyu Lin, Chen Gao, Yinfeng Li, Yu Zheng, Zhiheng Li, Depeng Jin, Yong Li. sigir 2022: 2686-2691 [doi]

Modeling Persuasion Factor of User Decision for RecommendationChang Liu, Chen Gao, Yuan Yuan, Chen Bai, Lingrui Luo, Xiaoyi Du, Xinlei Shi, Hengliang Luo, Depeng Jin, Yong Li. kdd 2022: 3366-3376 [doi]

DeepFlowGen: Intention-Aware Fine Grained Crowd Flow Generation via Deep Neural NetworksErzhuo Shao, Huandong Wang, Jie Feng 0002, Tong Xia, Hedong Yang, Lu Geng, Depeng Jin, Yong Li 0008. tkde, 34(12):5693-5707, 2022. [doi]

IoT vs. Human: A Comparison of MobilityDianlei Xu, Huandong Wang, Yong Li 0008, Sasu Tarkoma, Depeng Jin, Pan Hui 0001. tmc, 21(4):1257-1273, 2022. [doi]

Network Traffic Overload Prediction with Temporal Graph Attention Convolutional NetworksQiaohong Yu, Huandong Wang, Tong Li, Depeng Jin, Xing Wang, Lin Zhu, Junlan Feng, Chao Deng. icc 2022: 885-890 [doi]

Activity Trajectory Generation via Modeling Spatiotemporal DynamicsYuan Yuan, Jingtao Ding, Huandong Wang, Depeng Jin, Yong Li 0008. kdd 2022: 4752-4762 [doi]

Physics-infused Machine Learning for Crowd SimulationGuozhen Zhang, Zihan Yu, Depeng Jin, Yong Li. kdd 2022: 2439-2449 [doi]

A Counterfactual Modeling Framework for Churn PredictionGuozhen Zhang, Jinwei Zeng, Zhengyue Zhao, Depeng Jin, Yong Li. wsdm 2022: 1424-1432 [doi]

Mirage: an efficient and extensible city simulation framework (systems paper)Jun Zhang, Depeng Jin, Yong Li 0008. gis 2022: [doi]

Disentangling Long and Short-Term Interests for RecommendationYu Zheng, Chen Gao, Jianxin Chang, Yanan Niu, Yang Song, Depeng Jin, Yong Li. WWW 2022: 2256-2267 [doi]

DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration BiasYu Zheng, Chen Gao, Jingtao Ding, Lingling Yi, Depeng Jin, Yong Li 0008, Meng Wang. mm 2022: 334-345 [doi]

MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery ProblemsZefang Zong, Meng Zheng, Yong Li, Depeng Jin. AAAI 2022: 9980-9988 [doi]

2021

Sequential Recommendation with Graph Neural NetworksJianxin Chang, Chen Gao, Yu Zheng, Yiqun Hui, Yanan Niu, Yang Song, Depeng Jin, Yong Li 0008. sigir 2021: 378-387 [doi]

Sampler Design for Bayesian Personalized Ranking by Leveraging View DataJingtao Ding, Guanghui Yu, Xiangnan He 0001, Fuli Feng, Yong Li 0008, Depeng Jin. tkde, 33(2):667-681, 2021. [doi]

Progressive Feature Interaction Search for Deep Sparse NetworkChen Gao, Yinfeng Li, Quanming Yao, Depeng Jin, Yong Li 0008. nips 2021: 392-403 [doi]

Learning to Recommend With Multiple Cascading BehaviorsChen Gao, Xiangnan He 0001, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li 0008, Tat-Seng Chua, Lina Yao, Yang Song, Depeng Jin. tkde, 33(6):2588-2601, 2021. [doi]

Efficient Data-specific Model Search for Collaborative FilteringChen Gao, Quanming Yao, Depeng Jin, Yong Li. kdd 2021: 415-425 [doi]

Systematically Quantifying IoT Privacy Leakage in Mobile NetworksShuodi Hui, Zhenhua Wang, Xueshi Hou, Xiao Wang, Huandong Wang, Yong Li 0008, Depeng Jin. iotj, 8(9):7115-7125, 2021. [doi]

Discovering and Understanding Geographical Video Viewing Patterns in Urban NeighborhoodsJiaqiang Liu, Huan Yan, Yong Li 0008, Dmytro Karamshuk, Nishanth Sastry, Di Wu 0001, Depeng Jin. tbd, 7(5):873-884, 2021. [doi]

Learnable Embedding sizes for Recommender SystemsSiyi Liu, Chen Gao, Yihong Chen, Depeng Jin, Yong Li 0008. iclr 2021: [doi]

User Consumption Intention Prediction in MeituanYukun Ping, Chen Gao, Taichi Liu, Xiaoyi Du, Hengliang Luo, Depeng Jin, Yong Li. kdd 2021: 3472-3482 [doi]

Artificial Intelligence for Wireless Caching: Schemes, Performance, and ChallengesMuhammad Sheraz, Manzoor Ahmed, Xueshi Hou, Yong Li 0008, Depeng Jin, Zhu Han, Tao Jiang 0002. comsur, 23(1):631-661, 2021. [doi]

Linking Multiple User Identities of Multiple Services from Massive Mobility TracesHuandong Wang, Yong Li 0008, Gang Wang 0011, Depeng Jin. tist, 12(4), 2021. [doi]

Anonymization and De-Anonymization of Mobility Trajectories: Dissecting the Gaps Between Theory and PracticeHuandong Wang, Yong Li 0008, Chen Gao, Gang Wang 0011, Xiaoming Tao, Depeng Jin. tmc, 20(3):796-815, 2021. [doi]

App2Vec: Context-Aware Application Usage PredictionHuandong Wang, Yong Li 0008, Mu Du, Zhenhui Li, Depeng Jin. tkdd, 15(6), 2021. [doi]

Attentional Markov Model for Human Mobility PredictionHuandong Wang, Yong Li 0008, Depeng Jin, Zhu Han. jsac, 39(7):2213-2225, 2021. [doi]

Spatio-Temporal Urban Knowledge Graph Enabled Mobility PredictionHuandong Wang, Qiaohong Yu, Yu Liu 0016, Depeng Jin, Yong Li 0008. imwut, 5(4), 2021. [doi]

Predictability and Prediction of Human Mobility Based on Application-Collected Location DataHuandong Wang, Sihan Zeng, Yong Li 0008, Depeng Jin. tmc, 20(7):2457-2472, 2021. [doi]

Understanding Urban Dynamics via State-Sharing Hidden Markov ModelTong Xia, Yong Li 0008, Yue Yu, Fengli Xu, Qingmin Liao, Depeng Jin. tkde, 33(10):3468-3481, 2021. [doi]

Emergence of urban growth patterns from human mobility behaviorFengli Xu, Yong Li 0008, Depeng Jin, Jianhua Lu, Chaoming Song. ncs, 1(12):791-800, 2021. [doi]

Understanding the Invitation Acceptance in Agent-initiated Social E-commerceFengli Xu, Guozhen Zhang, Yuan Yuan, Hongjia Huang, Diyi Yang, Depeng Jin, Yong Li 0008. icwsm 2021: 820-829 [doi]

On Migratory Behavior in Video ConsumptionHuan Yan, Haohao Fu, Yong Li 0008, Tzu-Heng Lin, Gang Wang 0011, Haitao Zheng 0001, Depeng Jin, Ben Y. Zhao. tnsm, 18(2):1775-1788, 2021. [doi]

Multi-Site User Behavior Modeling and Its Application in Video RecommendationHuan Yan, Chunfeng Yang, Donghan Yu, Yong Li 0008, Depeng Jin, Dah-Ming Chiu. tkde, 33(1):180-193, 2021. [doi]

Discovering Usage Patterns of Mobile Video Service in the Cellular NetworksHuan Yan, Tzu-Heng Lin, Ming Zeng 0004, Jing Wu, Yong Li 0008, Depeng Jin. tnsm, 18(2):1789-1802, 2021. [doi]

Disruption in Chinese E-Commerce During COVID-19Yuan Yuan, Muzhi Guan, Zhilun Zhou, Sundong Kim, Meeyoung Cha, Depeng Jin, Yong Li. fcomp, 3:668711, 2021. [doi]

Community Value Prediction in Social E-commerceGuozhen Zhang, Yong Li, Yuan Yuan, Fengli Xu, Hancheng Cao, Yujian Xu, Depeng Jin. WWW 2021: 2958-2967 [doi]

Disentangling User Interest and Conformity for Recommendation with Causal EmbeddingYu Zheng, Chen Gao, Xiang Li, Xiangnan He, Yong Li, Depeng Jin. WWW 2021: 2980-2991 [doi]

DGCN: Diversified Recommendation with Graph Convolutional NetworksYu Zheng, Chen Gao, Liang Chen, Depeng Jin, Yong Li. WWW 2021: 401-412 [doi]

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