---
title: "IEEE Transactions on Knowledge and Data Engineering 2023 —"
description: "All 464 papers of IEEE Transactions on Knowledge and Data Engineering 2023 · page 1 of 5, the most cited first; those with our summary link to it."
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---
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# IEEE Transactions on Knowledge and Data Engineering 2023: all accepted papers

464 papers · page 1 of 5 · the most cited first · [← IEEE Transactions on Knowledge and Data Engineering 2023](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-knowledge-and-data-engineering/2023/)

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1. **[Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey ↗](https://doi.org/10.1109/tkde.2023.3333824)**Guangyin Jin, Yuxuan Liang, Yuchen Fang et al.*568 citations*
2. **[Deep Isolation Forest for Anomaly Detection ↗](https://doi.org/10.1109/tkde.2023.3270293)**Hongzuo Xu, Guansong Pang, Yijie Wang et al.*556 citations*
3. **[Self-Supervised Learning for Recommender Systems: A Survey ↗](https://doi.org/10.1109/tkde.2023.3282907)**Junliang Yu, Hongzhi Yin, Xin Xia et al.*408 citations*
4. **[A Comprehensive Survey on Multi-View Clustering ↗](https://doi.org/10.1109/tkde.2023.3270311)**Uno Fang, Man Li, Jianxin Li et al.*351 citations*
5. **[XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation ↗](https://doi.org/10.1109/tkde.2023.3288135)**Junliang Yu, Xin Xia, Tong Chen et al.*322 citations*
6. **[PromptCast: A New Prompt-Based Learning Paradigm for Time Series Forecasting ↗](https://doi.org/10.1109/tkde.2023.3342137)**Hao Xue, Flora Dilys Salim*302 citations*
7. **[Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and Simplicity ↗](https://doi.org/10.1109/tkde.2023.3236698)**Dong Huang, Chang‐Dong Wang, Jianhuang Lai*277 citations*
8. **[Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting ↗](https://doi.org/10.1109/tkde.2023.3268199)**Ling Chen, Donghui Chen, Zongjiang Shang et al.*243 citations*
9. **[A Survey of Knowledge Enhanced Pre-Trained Language Models ↗](https://doi.org/10.1109/tkde.2023.3310002)**Linmei Hu, Zeyi Liu, Ziwang Zhao et al.*196 citations*
10. **[Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure ↗](https://doi.org/10.1109/tkde.2023.3282989)**Ke Liang, Yue Liu, Sihang Zhou et al.*154 citations*
11. **[Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-Based Sentiment Analysis ↗](https://doi.org/10.1109/tkde.2023.3250499)**Qihuang Zhong, Liang Ding, Juhua Liu et al.*149 citations*
12. **[Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting ↗](https://doi.org/10.1109/tkde.2023.3284156)**Chuanpan Zheng, Xiaoliang Fan, Shirui Pan et al.*142 citations*
13. **[An Efficient Spectral Clustering Algorithm Based on Granular-Ball ↗](https://doi.org/10.1109/tkde.2023.3249475)**Jiang Xie, Weiyu Kong, Shuyin Xia et al.*137 citations*
14. **[Fairness in Graph Mining: A Survey ↗](https://doi.org/10.1109/tkde.2023.3265598)**Yushun Dong, Jing Ma, Song Wang et al.*136 citations*
15. **[Data Lakes: A Survey of Functions and Systems ↗](https://doi.org/10.1109/tkde.2023.3270101)**Rihan Hai, Christos Koutras, Christoph Quix et al.*125 citations*
16. **[Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey ↗](https://doi.org/10.1109/tkde.2023.3282921)**Lei Zhu, Chaoqun Zheng, Weili Guan et al.*125 citations*
17. **[Enhanced Multi-Task Learning and Knowledge Graph-Based Recommender System ↗](https://doi.org/10.1109/tkde.2023.3251897)**Min Gao, Jian-Yu Li, Chunhua Chen et al.*118 citations*
18. **[Interoperability in Blockchain: A Survey ↗](https://doi.org/10.1109/tkde.2023.3275220)**Kunpeng Ren, Nhut-Minh Ho, Dumitrel Loghin et al.*112 citations*
19. **[A Multi-Type Transferable Method for Missing Link Prediction in Heterogeneous Social Networks ↗](https://doi.org/10.1109/tkde.2022.3233481)**Huan Wang, Ziwen Cui, Ruigang Liu et al.*102 citations*
20. **[A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed Systems ↗](https://doi.org/10.1109/tkde.2023.3282898)**Armin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A Purkayastha et al.*102 citations*
21. **[Comprehensive Privacy Analysis on Federated Recommender System Against Attribute Inference Attacks ↗](https://doi.org/10.1109/tkde.2023.3295601)**Shijie Zhang, Wei Yuan, Hongzhi Yin*97 citations*
22. **[STD: A Seasonal-Trend-Dispersion Decomposition of Time Series ↗](https://doi.org/10.1109/tkde.2023.3268125)**Grzegorz Dudek*94 citations*
23. **[Self-Supervised Graph Completion for Incomplete Multi-View Clustering ↗](https://doi.org/10.1109/tkde.2023.3238416)**Cheng Liu, Si Wu, Rui Li et al.*94 citations*
24. **[Human Cognition-Based Consistency Inference Networks for Multi-Modal Fake News Detection ↗](https://doi.org/10.1109/tkde.2023.3280555)**Lianwei Wu, Pusheng Liu, Yongqiang Zhao et al.*88 citations*
25. **[Anti-Money Laundering by Group-Aware Deep Graph Learning ↗](https://doi.org/10.1109/tkde.2023.3272396)**Dawei Cheng, Yujia Ye, Sheng Xiang et al.*84 citations*
26. **[Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study ↗](https://doi.org/10.1109/tkde.2023.3323535)**Danlei Hu, Lu Chen, Hanxi Fang et al.*78 citations*
27. **[Prompt-Learning for Short Text Classification ↗](https://doi.org/10.1109/tkde.2023.3332787)**Yi Qing Zhu, Ye Wang, Jipeng Qiang et al.*77 citations*
28. **[Outlier Detection Using Three-Way Neighborhood Characteristic Regions and Corresponding Fusion Measurement ↗](https://doi.org/10.1109/tkde.2023.3312108)**Xianyong Zhang, Zhong Yuan, Duoqian Miao*75 citations*
29. **[Self-Supervised Hypergraph Representation Learning for Sociological Analysis ↗](https://doi.org/10.1109/tkde.2023.3235312)**Xiangguo Sun, Hong Cheng, Bo Liu et al.*75 citations*
30. **[System Log Parsing: A Survey ↗](https://doi.org/10.1109/tkde.2022.3222417)**Tianzhu Zhang, Han Qiu, Gabriele Castellano et al.*75 citations*
31. **[Multi-View Bipartite Graph Clustering With Coupled Noisy Feature Filter ↗](https://doi.org/10.1109/tkde.2023.3268215)**Liang Li, Junpu Zhang, Siwei Wang et al.*73 citations*
32. **[Multiplex Graph Representation Learning Via Dual Correlation Reduction ↗](https://doi.org/10.1109/tkde.2023.3268069)**Yujie Mo, Yuhuan Chen, Yajie Lei et al.*72 citations*
33. **[Efficient Privacy-Preserving Spatial Data Query in Cloud Computing ↗](https://doi.org/10.1109/tkde.2023.3283020)**Yinbin Miao, Yutao Yang, Xinghua Li et al.*71 citations*
34. **[Cross-Domain Recommendation via Progressive Structural Alignment ↗](https://doi.org/10.1109/tkde.2023.3324912)**Chuang Zhao, Hongke Zhao, Xiaomeng Li et al.*70 citations*
35. **[Channel Attention for Sensor-Based Activity Recognition: Embedding Features into all Frequencies in DCT Domain ↗](https://doi.org/10.1109/tkde.2023.3277839)**Shige Xu, Lei Zhang, Yin Tang et al.*68 citations*
36. **[In Pursuit of Beauty: Aesthetic-Aware and Context-Adaptive Photo Selection in Crowdsensing ↗](https://doi.org/10.1109/tkde.2023.3237969)**Tongqing Zhou, Zhiping Cai, Fang Cherry Liu et al.*67 citations*
37. **[Inconsistent Matters: A Knowledge-Guided Dual-Consistency Network for Multi-Modal Rumor Detection ↗](https://doi.org/10.1109/tkde.2023.3275586)**Mengzhu Sun, Xi Zhang, Jianqiang Ma et al.*67 citations*
38. **[DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection ↗](https://doi.org/10.1109/tkde.2023.3328882)**Hadi Hojjati, Narges Armanfard*66 citations*
39. **[Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling ↗](https://doi.org/10.1109/tkde.2023.3249799)**Jianan Zhou, Yaoxin Wu, Zhiguang Cao et al.*63 citations*
40. **[AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment Enabled by Large Language Models ↗](https://doi.org/10.1109/tkde.2023.3325484)**Rui Zhang, Yixin Su, Bayu Distiawan Trisedya et al.*61 citations*
41. **[STWave+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting ↗](https://doi.org/10.1109/tkde.2023.3324501)**Yuchen Fang, Yanjun Qin, Haiyong Luo et al.*61 citations*
42. **[Counterfactual Graph Learning for Anomaly Detection on Attributed Networks ↗](https://doi.org/10.1109/tkde.2023.3250523)**Chunjing Xiao, Xovee Xu, Lei Yue et al.*57 citations*
43. **[Automatic Database Knob Tuning: A Survey ↗](https://doi.org/10.1109/tkde.2023.3266893)**Xinyang Zhao, Xuanhe Zhou, Guoliang Li*55 citations*
44. **[TFS-ABS: Traceable and Forward-Secure Attribute-Based Signature Scheme With Constant-Size ↗](https://doi.org/10.1109/tkde.2023.3241198)**Zhaozhe Kang, Jiguo Li, Jian Shen et al.*54 citations*
45. **[Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System ↗](https://doi.org/10.1109/tkde.2023.3237833)**Qinghua Zhang, Chengying Wu, Shuyin Xia et al.*53 citations*
46. **[Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction ↗](https://doi.org/10.1109/tkde.2023.3269771)**Peng Xie, Minbo Ma, Tianrui Li et al.*53 citations*
47. **[Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction ↗](https://doi.org/10.1109/tkde.2023.3286690)**Yuankai Wu, Hongyu Yang, Yi Hong Lin et al.*53 citations*
48. **[Beyond Co-Occurrence: Multi-Modal Session-Based Recommendation ↗](https://doi.org/10.1109/tkde.2023.3309995)**Xiaokun Zhang, Bo Xu, Fenglong Ma et al.*52 citations*
49. **[Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering ↗](https://doi.org/10.1109/tkde.2023.3317068)**Peijie Sun, Le Wu, Kun Zhang et al.*52 citations*
50. **[Adaptive Consensus Clustering for Multiple K-Means Via Base Results Refining ↗](https://doi.org/10.1109/tkde.2023.3264970)**Peng Zhou, Liang Du, Xuejun Li*51 citations*
51. **[Multi-Label Clinical Time-Series Generation via Conditional GAN ↗](https://doi.org/10.1109/tkde.2023.3310909)**Chang Hua Lu, Chandan K. A. Reddy, Ping Wang et al.*51 citations*
52. **[Online Learning From Incomplete and Imbalanced Data Streams ↗](https://doi.org/10.1109/tkde.2023.3250472)**Dianlong You, Jiawei Xiao, Yang Wang et al.*50 citations*
53. **[Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring ↗](https://doi.org/10.1109/tkde.2023.3286017)**Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama*49 citations*
54. **[Optimization of Graph Clustering Inspired by Dynamic Belief Systems ↗](https://doi.org/10.1109/tkde.2023.3274547)**Hui‐Jia Li, Haobin Cao, Yuhao Feng et al.*49 citations*
55. **[CityTrans: Domain-Adversarial Training With Knowledge Transfer for Spatio-Temporal Prediction Across Cities ↗](https://doi.org/10.1109/tkde.2023.3283520)**Xiaocao Ouyang, Yan Zhu Yang, Wei Zhou et al.*48 citations*
56. **[Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation ↗](https://doi.org/10.1109/tkde.2023.3250463)**Yongjing Hao, Tingting Zhang, Pengpeng Zhao et al.*47 citations*
57. **[Fractal Belief Rényi Divergence With its Applications in Pattern Classification ↗](https://doi.org/10.1109/tkde.2023.3342907)**Yingcheng Huang, Fuyuan Xiao, Zehong Cao et al.*47 citations*
58. **[HGNAS++: Efficient Architecture Search for Heterogeneous Graph Neural Networks ↗](https://doi.org/10.1109/tkde.2023.3239842)**Yang Gao, Peng Zhang, Chuan De Zhou et al.*47 citations*
59. **[Towards Semi-Supervised Universal Graph Classification ↗](https://doi.org/10.1109/tkde.2023.3280859)**Xiao Luo, Yusheng Zhao, Yifang Qin et al.*46 citations*
60. **[A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends](https://md.research.elamur.ai/free/en/papers/qu-2023-survey-arabic-named-entity-recognition/)**Xiaoye Qu, Yingjie Gu, Qingrong Xia et al.*45 citations · our summary*
61. **[MCoR-Miner: Maximal Co-Occurrence Nonoverlapping Sequential Rule Mining ↗](https://doi.org/10.1109/tkde.2023.3241213)**Yan Li, Chang Zhang, Jie Li et al.*45 citations*
62. **[Mining High Utility Itemsets Using Prefix Trees and Utility Vectors ↗](https://doi.org/10.1109/tkde.2023.3256126)**Junfeng Qu, Philippe Fournier‐Viger, Mengchi Liu et al.*45 citations*
63. **[Multi-Label Classification With High-Rank and High-Order Label Correlations ↗](https://doi.org/10.1109/tkde.2023.3330449)**Chongjie Si, Yuheng Jia, Ran Wang et al.*45 citations*
64. **[OMG: Towards Effective Graph Classification Against Label Noise ↗](https://doi.org/10.1109/tkde.2023.3271677)**Nan Yin, Li Shen, Mengzhu Wang et al.*45 citations*
65. **[Adversarial Contrastive Learning for Evidence-Aware Fake News Detection With Graph Neural Networks ↗](https://doi.org/10.1109/tkde.2023.3341640)**Junfei Wu, Weizhi Xu, Qiang Liu et al.*44 citations*
66. **[C 2 IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection ↗](https://doi.org/10.1109/tkde.2023.3266595)**Yanyong Huang, Zongxin Shen, Yuxin Cai et al.*44 citations*
67. **[DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing ↗](https://doi.org/10.1109/tkde.2023.3295831)**Yao Tian, Xi Zhao, Xiaofang Zhou*44 citations*
68. **[FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings ↗](https://doi.org/10.1109/tkde.2023.3309858)**Zhuoran Ma, Yang Liu, Yinbin Miao et al.*44 citations*
69. **[Adaptive Clustering Based Personalized Federated Learning Framework for Next POI Recommendation With Location Noise ↗](https://doi.org/10.1109/tkde.2023.3312511)**Ziming Ye, Xiao Zhang, Xu Chen et al.*43 citations*
70. **[Flexible Tensor Learning for Multi-View Clustering With Markov Chain ↗](https://doi.org/10.1109/tkde.2023.3305624)**Yalan Qin, Zhenjun Tang, Hanzhou Wu et al.*43 citations*
71. **[Multi-Scale Attention Flow for Probabilistic Time Series Forecasting ↗](https://doi.org/10.1109/tkde.2023.3319672)**Shibo Feng, Chunyan Miao, Ke Xu et al.*43 citations*
72. **[Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation ↗](https://doi.org/10.1109/tkde.2023.3271771)**Shuang Zhou, Xiao Xia Huang, Ninghao Liu et al.*42 citations*
73. **[Adversarial Attacks for Black-Box Recommender Systems via Copying Transferable Cross-Domain User Profiles ↗](https://doi.org/10.1109/tkde.2023.3272652)**Wenqi Fan, Xiangyu Zhao, Qing Li et al.*41 citations*
74. **[High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation ↗](https://doi.org/10.1109/tkde.2023.3238360)**Meng Qin, Chaorui Zhang, Bo Bob Bai et al.*40 citations*
75. **[MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control ↗](https://doi.org/10.1109/tkde.2022.3232711)**Liwen Zhu, Peixi Peng, Zongqing Lu et al.*40 citations*
76. **[Social-Enhanced Explainable Recommendation With Knowledge Graph ↗](https://doi.org/10.1109/tkde.2023.3292504)**Chunyu Liu, Wei Qiang Wu, Siyu Wu et al.*40 citations*
77. **[Spatial-Temporal Interval Aware Individual Future Trajectory Prediction ↗](https://doi.org/10.1109/tkde.2023.3332929)**Yiheng Jiang, Yongjian Yang, Yuanbo Xu et al.*40 citations*
78. **[Contrastive Time-Series Anomaly Detection ↗](https://doi.org/10.1109/tkde.2023.3335317)**HyunGi Kim, Siwon Kim, Seonwoo Min et al.*39 citations*
79. **[Elastic Multi-view Subspace Clustering with Pairwise and High-order Correlations ↗](https://doi.org/10.1109/tkde.2023.3293498)**Yalan Qin, Nan Pu, Hanzhou Wu*39 citations*
80. **[Fast Approximated Multiple Kernel K-Means ↗](https://doi.org/10.1109/tkde.2023.3340743)**Jun Wang, Chang Tang, Xiao Zheng et al.*38 citations*
81. **[MOCOLNet: A Momentum Contrastive Learning Network for Multimodal Aspect-Level Sentiment Analysis ↗](https://doi.org/10.1109/tkde.2023.3345022)**Jie Mu, Feiping Nie, Wei Wang et al.*38 citations*
82. **[Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing ↗](https://doi.org/10.1109/tkde.2023.3311816)**Hao Miao, Xiaolong Zhong, Jiaxin Liu et al.*37 citations*
83. **[Semi-Supervised Anomaly Detection Via Neural Process ↗](https://doi.org/10.1109/tkde.2023.3266755)**Fan Zhou, Guanyu Wang, Kunpeng Zhang et al.*36 citations*
84. **[Trajectory Distribution Aware Graph Convolutional Network for Trajectory Prediction Considering Spatio-Temporal Interactions and Scene Information ↗](https://doi.org/10.1109/tkde.2023.3329676)**Ruiping Wang, Zhijian Hu, Xiao Yan Song et al.*36 citations*
85. **[Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams ↗](https://doi.org/10.1109/tkde.2023.3344602)**Hang Yu, Jinpeng Li, Jie Lü et al.*36 citations*
86. **[Contrastive Proxy Kernel Stein Path Alignment for Cross-Domain Cold-Start Recommendation ↗](https://doi.org/10.1109/tkde.2022.3233789)**Weiming Liu, Xiaolin Zheng, Jiajie Su et al.*35 citations*
87. **[Cost-Sensitive Online Adaptive Kernel Learning for Large-Scale Imbalanced Classification ↗](https://doi.org/10.1109/tkde.2023.3266648)**Ying‐Ying Chen, Zijie Hong, Xiaowei Yang*35 citations*
88. **[OPR-Miner: Order-Preserving Rule Mining for Time Series ↗](https://doi.org/10.1109/tkde.2022.3224963)**Youxi Wu, Xiaoqian Zhao, Yan Li et al.*35 citations*
89. **[RARE: Robust Masked Graph Autoencoder ↗](https://doi.org/10.1109/tkde.2023.3335222)**Wenxuan Tu, Qing Liao, Sihang Zhou et al.*35 citations*
90. **[Unsupervised Rumor Detection Based on Propagation Tree VAE ↗](https://doi.org/10.1109/tkde.2023.3267821)**Lanting Fang, Kaiyu Feng, Kaiqi Zhao et al.*35 citations*
91. **[Sample Efficient Offline-to-Online Reinforcement Learning ↗](https://doi.org/10.1109/tkde.2023.3302804)**Siyuan Guo, Lixin Zou, Hechang Chen et al.*34 citations*
92. **[Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting ↗](https://doi.org/10.1109/tkde.2023.3312261)**Weizhu Qian, Yan Li Zhao, Dalin Zhang et al.*34 citations*
93. **[Hyperbolic Graph Learning for Social Recommendation ↗](https://doi.org/10.1109/tkde.2023.3343402)**Yonghui Yang, Le Wu, Kun Zhang et al.*33 citations*
94. **[Multi-Stream Concept Drift Self-Adaptation Using Graph Neural Network ↗](https://doi.org/10.1109/tkde.2023.3272911)**Ming Zhou, Jie Lü, Yiliao Song et al.*33 citations*
95. **[Reinforcement Learning Based Path Exploration for Sequential Explainable Recommendation ↗](https://doi.org/10.1109/tkde.2023.3237741)**Yicong Li, Hongxu Chen, Yile Li et al.*33 citations*
96. **[Clustering Ensemble via Diffusion on Adaptive Multiplex ↗](https://doi.org/10.1109/tkde.2023.3311409)**Peng Zhou, Boao Hu, Dengcheng Yan et al.*32 citations*
97. **[Variational Continuous Label Distribution Learning for Multi-Label Text Classification ↗](https://doi.org/10.1109/tkde.2023.3323401)**Xingyu Zhao, Yuexuan An, Ning Xu et al.*31 citations*
98. **[Dual Attention Graph Convolutional Network for Relation Extraction ↗](https://doi.org/10.1109/tkde.2023.3289879)**Donghao Zhang, Zhenyu Liu, Weiqiang Jia et al.*30 citations*
99. **[Kill Two Birds With One Stone: A Multi-View Multi-Adversarial Learning Approach for Joint Air Quality and Weather Prediction ↗](https://doi.org/10.1109/tkde.2023.3236423)**Jindong Han, Hao Liu, Hengshu Zhu et al.*30 citations*
100. **[Out-of-Distribution Generalization With Causal Feature Separation ↗](https://doi.org/10.1109/tkde.2023.3312255)**Haotian Wang, Kun Kuang, Long Lan et al.*30 citations*

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