Selected Publications
Journal Publications:1. Jiaming Hu, Boon-Han Lim, Xiaoyun Tian, Kang Wang, Dachuan Xu, Feng Zhang, Yong Zhang, A Comprehensive Review of Artificial Intelligence Applications in the Photovoltaic Systems, to appear in CAAI Artificial Intelligence Research
2. Yan Wu, Xiaoyun Tian, Ling Gai, Boon-Han Lim, Ting-dong Wu, Dachuan Xu, Yong Zhang*, Energy Management for PV Prosumers inside Multi-energy Microgrids Based on Stackelberg-Nash Game Considering Demand Response, Sustainable Energy Technologies and Assessments 68 (2024)103856, JCR Q1
3. Sijia Dai, Xinru Guo, Huahua Miao, Guichen Gao, Yong Zhang*, The Existence and Efficiency of PMMS Allocations, Theoretical Computer Science 989 (2024) 114388, https://doi.org/10.1016/j.tcs.2024.114388, available online 10 January 2024
4. Yang Yang, Rolf H. Mohring, Junteng Song, Yicheng Xu, Yong Zhang, ILP Based Heuristics for the Multi-modal Stable Matching Problem, to appear in Tsinghua Science & Technology (TST)
5. Sijia Dai, Guichen Gao, Shengxin Liu, Boon Han Lim, Li Ning, Yicheng Xu, and Yong Zhang*, Maximum Nash Social Welfare under Budget-Feasible EFX, IEEE Transactions on Network Science and Engineering (TNSE), vol. 11, no. 2, pp. 1810-1820, March-April 2024, doi: 10.1109/TNSE.2023.3332104.
6. Yicheng Xu, Vincent Chau, Chenchen Wu, Yong Zhang, Vassilis Zissimopoulos, Yifei Zou, A semi brute-force search approach for (balanced) clustering, Algorithmica, Volume 86, pages 130–146, (2024)
7. Guoquan Huang, Junxue Li, Jinchun Yin, Yong Zhang, Chan Zhou, Hua Wang, Li Ning∗, MPCNet: Smart Contract-Based Multiparty Computing Network for Federated Learning, Asia-Pacific Journal of Operational Research Vol. 40, No. 5 (2023) 2340014
8. Sainan Guo, Ran Ma, Yuefang Sun, Xiaoyan Zhang, Yong Zhang, Online scheduling with deterioration and unexpected processor breakdown, to appear in TCS
9. Zhihong Tian, Cheng Qiao, Kenneth N Brown, Yong Zhang, CWEmd: A light-weight Similarity Measurement for Resource Constraint Vehicular Networks, to appear in IEEE Internet of Things Journal
10. 包涵, 张涌, 一种三维掩膜光刻成像快速计算模型, 光学学报, 43(13), 2023.7, 1320004
11. Hao Dai, Jiashu Wu, Yang Wang, Jerome Yen, Yong Zhang, Chengzhong Xu, Cost-Efficient Sharing Algorithms for DNN Model Serving in Mobile Edge Networks, to appear in IEEE Transactions on Services Computing
12. Jiashu Wu, Hao Dai, Yang Wang, Yong Zhang, Dong Huang, and Chengzhong Xu, PackCache: An Online Cost-driven Data Caching Algorithm in the Cloud, to appear in IEEE Transactions on Computers
13. Yinling Wang, Xin Han, Yong Zhang, Jacek Blazewicz, An improved approximation algorithm for a scheduling problem with transporter coordination, to appear in Journal of Scheduling (JoS), DOI: 10.1007/s10951-022-00762-6
14. Francis Y.L. Chin, Hing-Fung Ting, Yung H. Tsin, Yong Zhang, A linear-time certifying algorithm for recognizing series-parallel and outerplanar graphs, to appear in Discrete Applied Mathematics (DAM)
15. Xinxin Han, Sijia Dai, Guichen Gao, Yang Wang, Yong Zhang, An Online Algorithm for Data Caching Problem in Edge Computing, to appear in Journal of Combinatorial Optimization (JOCO)
16. Chao Jin, Hao Zhang, Ling Yin, Yong Zhang, Shengzhong Feng, Optimize Data-Driven Multi-Agent Simulation for COVID-19 Transmission, to appear in BMC Bioinformatics
17. Chun Chen, Li Ning, Rong Zhou, Yong Zhang, Chan Zhou, Shengzhong Feng, A GNN based variables partition framework for DCOPs, Wireless Communications and Mobile Computing (WCMC), Volume 2022, Article ID 8003887, https://doi.org/10.1155/2022/8003887
18. Mengmeng Kuang, Yong Zhang, Tak-wah Lam, Hing-fung Ting, MLProbs: A Data-Centric Pipeline for better Multiple Sequence Alignment, to appear in IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
19. Xinxin Han, Guichen Gao, Li Ning, Yang Wang, Yong Zhang, A Semidefinite Relaxation Approach for the Offloading Problem in Edge Computing, to appear in Computers & Electrical Engineering
20. Zisen Fang, Fumin Qi, Yichuan Dong, Yong Zhang, and Shengzhong Feng, Parallel Tensor Decomposition with Distributed Memory based on Hierarchical SVD, to appear in Concurrency and Computation: Practice and Experience
21. Yang Wang, Hao Dai, Xinxin Han, Pengfei Wang, Yong Zhang, Cheng-Zhong Xu, Cost-Driven Data Caching in Edge-based Content Delivery Networks, to appear in IEEE Transactions on Mobile Computing (TMC), 10.1109/TMC.2021.3108150
22. Xinxin Han, Guichen Gao, Yang Wang, Hing-Fung Ting, Ilsun You, Yong Zhang, Online Data Caching in Edge Computing, to appear in Concurrency and Computation: Practice and Experience. 2021; e6468. https://doi.org/10.1002/cpe.6468
23. Yifei Zou, Dongxiao Yu, Jiguo Yu, Yong Zhang, Falko Dressler, Xiuzhen Cheng, Distributed Byzantine-resilient Multiple-message Dissemination in Wireless Networks, IEEE/ACM Transactions on Networking, 29(4): 1662-1675 (2021)
24. Dongxiao Yu, Yifei Zou, Yong Zhang, Hao Sheng, Weifeng Lv, Xiuzhen Cheng, An Exact Implementation of the Abstract MAC Layer via Carrier Sensing in Dynamic Networks. IEEE/ACM Transactions on Networking, 29 (3), June 2021, pp. 994-1007. DOI: 10.1109/TNET.2021.3057890. (CCF A, IF 3.315)
25. Dongxiao Yu, Yifei Zou, Jiguo Yu, Yong Zhang, Feng Li, Xiuzhen Cheng, Falko Dressler, Francis Lau, Implementing Abstract MAC Layer in Dynamic Networks. IEEE Transactions on Mobile Computing (TMC), 20(5): 1832-1845 (2021), doi: 10.1109/TMC.2020.2971599.
26. Guichen Gao, Xinxin Han, Li Ning, Hing-Fung Ting, Yong Zhang, Principal-Agent Problem under the Linear Contract, to appear in Journal of Combinatorial Optimization
27. Dongxiao Yu, Yifei Zou, Minghui Xu, Yicheng Xu, Yong Zhang, Bei Gong, Xiaoshuang Xing, Competitive Age of Information in Dynamic IoT Networks, to appear in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2020.3038595.
28. Vincent Chau, Chi Kit Ken Fong, Shengxin Liu, Elaine Yinling Wang and Yong Zhang, Minimizing Energy on Homogeneous Processors with Shared Memory, Theoretical Computer Science, Volume 866, 18 April 2021, Pages 160-170.
29. Zhihuai Chen, Ken C.K. Fong, Minming Li, Kai Wang, Hongning Yuan, Yong Zhang, Facility Location Games with Optional Preference, Theoretical Computer Science, Volume 847, 22 December 2020, Pages 185-197
30. Guichen Gao, Li Ning, Yong Zhang, Hing-Fung Ting, Yicheng Xu, Yifei Zou, Approximation Algorithms for the Partial Assignment Problem, Theoretical Computer Science, Volume 838, 24 October 2020, Pages 231-237
31. Pan Li, Qiang Hua, Zhijun Hu, Hing-Fung Ting, Yong Zhang, Approximation Algorithms for the Selling with Preference, Journal of Combinatorial Optimization, 40, pages366–378(2020).
32. Yifei Zou, Minghui Xu, Hao Sheng, Xiaoshuang Xing, Yicheng Xu, Yong Zhang, Crowd Density Computation and Diffusion via Internet-of-Things, in IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8111-8121, Sept. 2020, doi: 10.1109/JIOT.2020.2999723.
33. Yicheng Xu, Vincent Chau, Chenchen Wu, Yong Zhang, Yifei Zou, Online Joint Placement and Allocation of Virtual Network Functions with Heterogeneous Servers, In IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8049-8058, Sept. 2020, doi: 10.1109/JIOT.2020.2990412.
34. Yicheng Xu, Rolf H. Möhring, Dachuan Xu, Yong Zhang, Yifei Zou. A constant FPT approximation algorithm for hard-capacitated k-means, Optimization and Engineering 21, 709–722 (2020).
35. Jinzhi Lin, Shengzhong Feng, Zhile Yang, Yun Zhang, Yong Zhang, A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access, Neurocomputing, Volume 382, 21 March 2020, Pages 52-63.
36. Yishui Wang Dongmei Zhang, Peng Zhang and Yong Zhang, Local Search Algorithm for the Squared Metric k-Facility Location Problem with Linear Penalties, Journal of Industrial & Management Optimization. July 2021, 17(4): 2013-2030, Q3
37. Yong Zhang, Francis Y.L. Chin, Sheung-Hung Poon, Hing-Fung Ting, Dachuan Xu, Dongxiao Yu, Offline and Online Algorithms for Single-Minded Selling Problem, Theoretical Computer Science, Volume 821, 12 June 2020, Pages 15-22.
Conference Publications:38. Hengzhao Ma, Jianzhong Li, Yong Zhang, Reviving Tree-base Methods for 𝑘-Maximum Inner-Product Search: The LRUS-CoverTree, to appear in ICDE 2024 (CCF A)
39. Hui Li Tan, Boon Han Lim*, Ming Hui Tan, Xiang’an Zeng, Kok-Keong Chong, Kein Huat Chua, Yong Zhang, Investigation of Bifacial Gain and Albedo of Bifacial Photovoltaic Modules that Operate in a Tropical Site, in the 8th International Conference on Green Energy and Applications (ICGEA 2024)
40. Lei Wang, Xingwei Wang, Yu Zhang, Xiaolei Ma, Haipeng Dai, Yong Zhang, Zhijun Li, and Tao Gu, Accurate Blood Pressure Measurement Using Smartphone's Built-in Accelerometer, UbiComp 2024 (CCF A) Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 8, Issue 2Article No.: 57, Pages 1-28, https://doi.org/10.1145/3659599
41. Xianrun Chen, Dachuan Xu, Yicheng Xu, Yong Zhang, Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants, to appear in AAAI 2024 (CCF A)
42. Huahua Miao, Sijia Dai, Yicheng Xu, and Yong Zhang, EFX Allocation to Chores Over Small Graph, to appear in COCOA 2023
43. Xianrun Chen, Lu Han, Dachuan Xu, Yicheng Xu, and Yong Zhang, k-median/means with outliers revisited: a simple fpt approximation, to appear in COCOON 2023
44. Lei Wang, Xingwei Wang, Dalin Zhang, Xiaolei Ma, Yong Zhang, Haipeng Dai, Chenren Xu, Zhijun Li, Tao Gu, Knowing Your Heart Condition Anytime: User-Independent ECG Measurement using Commercial Mobile Phones, to appear in UbiComp 2023 (CCF A)
45. Lei Wang, Tao Gu, Wei Li, Haipeng Dai, Yong Zhang, Dongxiao Yu, Chenren Xu and Daqing Zhang, DFSense: Dual Forming based Multi-user Acoustic Sensing for Heartbeat Monitoring, in Proc. of MobiSys 2023, 1-13.
46. Meihua Liu, Yong Zhang, Guoyong Huang, Fabrication of AlGaN/GaN MIS-HEMTs with Post-growth Annealing, to appear in the 7th Electron Devices Technology and Manufacturing Conference (IEEE EDTM 2023)
47. Sijia Dai, Guichen Gao, Xinru Guo, Yong Zhang, Exact and Approximation Algorithms for PMMS under Identical Constraints, in the 17th Annual Conference on Theory and Applications of Models of Computation (TAMC 2022)
48. Sijia Dai, Guichen Gao, Shengxin Liu, Li Ning, Yicheng Xu, Yong Zhang, EFX under Budget Constraint, in International Joint Conference on Theoretical Computer Science (IJTCS 2022)
49. Yicheng Xu, Chunlin Hao, Chenchen Wu, Yong Zhang. On stochastic k-facility location. In Proc. of the International Conference on Algorithmic Applications in Management (AAIM 2021), LNCS 13153, pp.47-56, 2021.
50. Xinxin Han, Guichen Gao, Yang Wang, Yong Zhang, An Online Algorithm for Data Caching Problem in Edge Computing, In Proc. of the International Conference on Algorithmic Applications in Management (AAIM 2021), LNCS 13153, pp. 71-80.
51. Lei Wang, Xiang Zhang, Yuanshuang Jiang, Yong Zhang, Chenren Xu, Ruiyang Gao, Daqing Zhang, Watching Your Phone’s Back: Gesture Recognition by Sensing Acoustical Structure-borne Propagation, to appear in UBICOMP 2021, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (CCF A)
52. Yang Wang, Yong Zhang, Xinxin Han, Pengfei Wang, Cheng-Zhong Xu, Joseph Horton, Joseph Culberson, Cost-Driven Data Caching in the Cloud: An Algorithmic Approach, to appear in INFOCOM 2021 (CCF A)
53. Yichuan Dong, Zhuo-Xu Cui, Yong Zhang, ShengZhong Feng, On the Non-ergodic Convergence Rate of The Directed Nonsmooth Composite Optimization, in PDCAT 2020, LNCS 12606, pp. 129-140.
54. Zisen Fang, Fumin Qi, Yichuan Dong, Yong Zhang, ShengZhong Feng, Distributed Dense Tucker Decomposition based on Hierarchical SVD, in PAAP 2020, CCIS 1362, pp. 355-364
55. Xinxin Han, Guichen Gao, Yang Wang, Hingfung Ting, Yong Zhang, Data Caching Based Transfer Optimization in Large Scale Networks, in PDCAT 2020, LNCS 12606, pp. 330–340, 2021.
56. Yuanshuang Jiang, Linfang Hou, Zhuoye Ding, Yuxiang Liu, Yong Zhang, Shengzhong Feng, Epidemic Control Based on Reinforcement Learning Approaches, in Proc. of PAPW 2020.
57. Xinxin Han, Guichen Gao, Li Ning, Yang Wang, and Yong Zhang, Approximation Algorithm for the Offloading Problem in Edge Computing, in WASA 2020, LNCS 12384, pp. 134–144, 2020.
58. Yifei Zou, Minghui Xu, Yicheng Xu, Yong Zhang, Bei Gong and Xiaoshuang Xing, Distributed Data Aggregation in Dynamic Sensor Networks, in WASA 2020, LNCS 12384, pp. 822–833, 2020. Best paper award.
59. T-H. Hubert Chan, Li Ning, and Yong Zhang, Maximizing the Expected Influence in Face of the Non-Progressive Adversary, in WASA 2020, LNCS 12384, pp. 28–39, 2020.
60. Li Ning, Yong Zhang, LAC-Nav: Collision-Free Multiagent Navigation Based on The Local Action Cells, in DAI 2020, Lecture Notes in Computer Science, vol 12547, pp 14-28.
61. Li Ning, Yong Zhang, Search Complexity: A Way for The Quantitative Analysis of The Search Space, in AAIM 2020, LNCS 12290, pp. 346–357, 2020.
62. Guichen Gao, Xinxin Han, Li Ning, Hing-Fung Ting, Yong Zhang, Robustness and Approximation for the Linear Contract Design, in AAIM 2020, LNCS 12290, pp. 273–285, 2020.
63. T-H. Hubert Chan, Li Ning, and Yong Zhang, Influence Maximization under The Non-Progressive Linear Threshold Model, in Proc. of FAW 2020, Lecture Notes in Computer Science, vol 12340, pp 37-48.
64. Vincent Chau, Chi Kit Ken Fong, Shengxin Liu, Elaine Yinling Wang and Yong Zhang, Minimizing Energy on Homogeneous Processors with Shared Memory, in FAW 2020, LNCS, volume 12340, pp 83-95, Best paper award.
专利/软件著作权
转化专利：1. 机器学习方法及系统，涂继业，张涌，宁立
2. 一种基于日志数据确定诊断处理措施的方法，涂继业，张涌，宁立
3. 传感器网络数据传输方法及系统，乔成，张涌，陈春
4. 一种入侵检测方法、装置，张爽，张涌，宁立
5. 基于加权距离度量以及矩阵分解的入侵检测方法及装置，张爽，张涌，宁立
6. 一种基于改进密度聚类的入侵检测方法及装置，张爽，张涌，宁立
7. 一种入侵检测方法及装置，张爽，张涌，宁立
8. 一种心电图分析系统、分析设备及预测模型采集设备，李刚，宁立，张涌
授权专利：1. 一种视频运动信息获取方法、系统及电子设备，邬晶晶，张涌，Vincent Chau
2. 一种在线装箱方法、终端及存储介质，许宜诚，张涌，宁立
3. 一种六维姿态估计的神经网络系统及神经网络方法，张耕慎，宁立，张涌，林进挚
4. 一种自适应跨域访问认证方法、系统、终端以及存储介质，李攀，宁立，张涌
5. 一种基于多智能体强化学习的货物运输系统，姜元爽，宁立，张涌，冯圣中
6. 一种在线装箱方法、终端及存储介质，许宜诚，张涌
7. 一种图像超分辨和着色方法、系统及电子设备，邬晶晶，张涌，周阳，姜元爽
8. 一种基于网络表示学习的推荐方法、系统及电子设备，张雪健，张涌，冯圣中
9. 一种停车检测系统及检测方法，胡红祥，李娜，张涌，冯圣中
10. 一种数据资源优化的方法、平台及系统，周榕，陈春，张涌，冯圣中
11. 基于加权距离度量以及矩阵分解的入侵检测方法及装置，张爽，张涌，宁立
12. 一种入侵检测方法、装置，张爽，张涌，宁立
13. 一种入侵检测方法及装置，张爽，张涌，宁立
14. 一种基于改进密度聚类的入侵检测方法及装置，张爽，张涌，宁立
15. 一种确定用户身份的方法，涂继业，张涌，宁立
16. 一种心电图分析系统、分析设备及预测模型采集设备，李刚，宁立，张涌
17. 视频终端的新用户推荐方法，陈春，宁立，张涌
18. 视频推荐系统及方法，涂继业，张涌，宁立
19. 基于电视观看日志挖掘的家庭成员结构识别方法与系统，付乐颖，张涌，宁立
20. 一种基于用户账号的子用户识别方法及系统，付乐颖，张涌，宁立
21. 一种基于日志数据确定诊断处理措施的方法，涂继业，张涌，宁立
22. 机器学习方法及系统，涂继业，张涌，宁立
23. 一种基于分布式计算的多维度管理方法，宁立，张涌
24. 低耗能传感器节点睡眠方法及系统，乔成，张涌，陈春
25. 传感器网络数据传输方法及系统，乔成，张涌，陈春
已申请专利：26. 光伏电池组件缺陷检测方法、装置、设备及存储介质，马瑞康，杨阳，郭心如，张涌，许宜诚，马恒钊
27. 光伏设备发电功率预测方法、装置及电子设备，杨阳，张涌，许宜诚，马瑞康，郭心如
28. 一种社会福利最大化且能源交易成本最小化方法及装置，马瑞康，陈春，郭心如，杨阳，张涌，许宜诚，马恒钊
29. 一种综合能源系统的能源优化调度方法、存储介质和处理器，郭心如，马瑞康，杨阳，张涌，许宜诚，徐大川，马恒钊，吴焱
30. 一种大数据聚类方法、装置、计算机设备及存储介质，陈贤润，许宜诚，张涌
31. 一种产业链群智协同分布式任务分配系统，董德、张涌、黄国铨、林冠宇、许宜诚、汪磊
32. 虚拟电厂调度方法、计算机设备及存储介质，缪华桦，胡珈铭，张佳帅，田晓云，马瑞康，张涌，徐大川，许宜诚
33. 一种企业群分布式决策方法、装置、设备及存储介质，黄国铨、林冠宇、董德、张涌、许宜诚、汪磊
34. 面向产业链的资源调度方法、装置、计算机设备及介质，林冠宇，张涌，黄国铨，许宜诚，汪磊，董德
35. 一种预测缓存服务的在线调度方法及装置，张涌，张靖昆
36. 一种推荐方法、终端及存储介质，程鹏航，张涌
37. 一种基于预测信息的在线缓存调度方法及装置，张涌，张靖昆
38. 模型训练方法、关键词推荐方法、终端设备以及存储介质，程鹏航，张涌
39. 基于特征融合的小目标检测方法、装置、设备及存储介质，李攀，张佳帅，张涌，宁立，许宜诚
40. 一种基于YOLO v5s网络结构的目标检测方法及其系统，张佳帅，李攀，缪华桦，张涌，宁立，许宜诚
41. 多源遥感图像融合方法、装置、设备及存储介质，赵凯东，周婵，孙立群，张涌，宁立
42. 一种面向城市决策和评估的多尺度信息目录构建系统，李攀，周婵，孙立群，张涌，宁立
43. 一种跨域安全交互方法、系统、终端以及存储介质，戴思佳，宁立，张涌
44. 一种基于区块链的跨域访问方法及系统，戴思佳，宁立，张涌
45. 一种跨域访问控制方法、系统、存储介质及设备，李攀，宁立，张涌
46. 一种跨域访问控制方法、系统、存储介质及设备，李攀，宁立，张涌
47. 一种在线装箱方法、终端及存储介质，许宜诚，张涌，宁立
48. 六维姿态数据集自动生成方法、系统、终端以及存储介质，张耕慎，宁立，张涌
49. 一种针对高维数据的生成对抗网络训练方法、系统及电子设备，周阳，张涌，宁立，王书强，许宜诚，Vincent Chau
50. 一种三维点云实例分割方法、系统及电子设备，徐扬杰，张涌，Vincent Chau
51. 一种轻量型神经网络构建方法、系统及电子设备，周阳，张涌，宁立，王书强，邬晶晶，姜元爽
52. 一种深度神经网络压缩方法及相关设备，周阳，张涌，王书强，邬晶晶，姜元爽
53. 一种深度神经网络压缩方法及相关设备，周阳，张涌，王书强，邬晶晶，姜元爽
54. 一种图像超分辨和着色方法、系统及电子设备，邬晶晶，张涌，周阳，姜元爽
55. 一种基于深度学习的图像分割方法、系统及电子设备，邬晶晶、张涌、许强
56. 一种基于深度学习的情绪识别方法、系统及电子设备，邬晶晶、张涌、许强
57. 限定代价下神经网络结构搜索方法及相关产品，许强，张涌
58. 一种确定社交网络中社区发现的方法、装置及存储介质，张涌，周榕
59. 停车数据处理方法及系统，周榕，陈春，张涌，冯圣中
60. 基于关键字拍卖的移动App最优广告拍卖方法，汪磊，张涌，宁立，杨杰
61. 一种面向微博热门话题社区的动态预测方法及系统，赵中英，张涌，李超，冯圣中，樊建平
62. 基于最短路径和密度聚类的图分割方法，李刚，宁立，张涌
63. 一种基于抽样的无向图结构数据比较方法，李刚，宁立，张涌
64. 一种基于决定路径权重的不确定图分割方法及系统，李红娜，刘志超，宁立，张涌
65. 一种大规模图分割方法及系统，刘志超，李红娜，宁立，张涌
66. 一种数据资源优化的方法、平台及系统，周榕，陈春，张涌，冯圣中
软件著作权：1. 产业链群智序贯决策构件系统
2. 产业链资源调度构件系统
3. 产业链任务分配构件系统
4. SIAT遥感植被指数趋势计算系统
5. SIAT虚拟电厂优化调度系统
6. SIAT数据融合系统
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