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title: "Proceedings of the AAAI Conference on Artificial Intelligence"
description: "All 2,019 papers of Proceedings of the AAAI Conference on Artificial Intelligence 2023 · page 1 of 21, the most cited first; those with our…"
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# Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers

2,019 papers · page 1 of 21 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2023](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2023/)

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1. **[Are Transformers Effective for Time Series Forecasting? ↗](https://doi.org/10.1609/aaai.v37i9.26317)**Ailing Zeng, Muxi Chen, Lei Zhang et al.*3,320 citations*
2. **[BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object Detection ↗](https://doi.org/10.1609/aaai.v37i2.25233)**Yinhao Li, Zheng Ge, Guanyi Yu et al.*769 citations*
3. **[Exploring CLIP for Assessing the Look and Feel of Images ↗](https://doi.org/10.1609/aaai.v37i2.25353)**Jianyi Wang, Kelvin C. K. Chan, Chen Change Loy*733 citations*
4. **[PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction ↗](https://doi.org/10.1609/aaai.v37i4.25556)**Jiawei Jiang, Chengkai Han, Wayne Xin Zhao et al.*632 citations*
5. **[TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models ↗](https://doi.org/10.1609/aaai.v37i11.26538)**Minghao Li, Tengchao Lv, Jingye Chen et al.*573 citations*
6. **[Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method ↗](https://doi.org/10.1609/aaai.v37i3.25364)**Tao Wang, Kaihao Zhang, Tianrun Shen et al.*549 citations*
7. **[NHITS: Neural Hierarchical Interpolation for Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v37i6.25854)**Cristian Challú, Kin G. Olivares, Boris N. Oreshkin et al.*537 citations*
8. **[FedALA: Adaptive Local Aggregation for Personalized Federated Learning ↗](https://doi.org/10.1609/aaai.v37i9.26330)**Jianqing Zhang, Hua Yang, Hao Wang et al.*420 citations*
9. **[Spatio-Temporal Meta-Graph Learning for Traffic Forecasting ↗](https://doi.org/10.1609/aaai.v37i7.25976)**Renhe Jiang, Zhaonan Wang, Jiawei Yong et al.*313 citations*
10. **[CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels ↗](https://doi.org/10.1609/aaai.v37i1.25225)**Siyuan Li, Sun Li, Qingli Li*310 citations*
11. **[Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction ↗](https://doi.org/10.1609/aaai.v37i4.25555)**Jiahao Ji, Jingyuan Wang, Chao Huang et al.*284 citations*
12. **[Simple and Efficient Heterogeneous Graph Neural Network ↗](https://doi.org/10.1609/aaai.v37i9.26283)**Xiaocheng Yang, Mingyu Yan, Shirui Pan et al.*234 citations*
13. **[Intriguing Findings of Frequency Selection for Image Deblurring ↗](https://doi.org/10.1609/aaai.v37i2.25281)**Xintian Mao, Yiming Liu, Fengze Liu et al.*231 citations*
14. **[Curriculum Temperature for Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v37i2.25236)**Zheng Li, Xiang Li, Lingfeng Yang et al.*227 citations*
15. **[High-Resolution Iterative Feedback Network for Camouflaged Object Detection ↗](https://doi.org/10.1609/aaai.v37i1.25167)**Xiaobin Hu, Shuo Wang, Xuebin Qin et al.*218 citations*
16. **[BEVStereo: Enhancing Depth Estimation in Multi-View 3D Object Detection with Temporal Stereo ↗](https://doi.org/10.1609/aaai.v37i2.25234)**Yinhao Li, Han Bao, Zheng Ge et al.*217 citations*
17. **[Underwater Ranker: Learn Which Is Better and How to Be Better ↗](https://doi.org/10.1609/aaai.v37i1.25147)**Chunle Guo, Ruiqi Wu, Xin Jin et al.*215 citations*
18. **[FairFed: Enabling Group Fairness in Federated Learning ↗](https://doi.org/10.1609/aaai.v37i6.25911)**Yahya H. Ezzeldin, Shen Yan, Chaoyang He et al.*197 citations*
19. **[PolarFormer: Multi-Camera 3D Object Detection with Polar Transformer ↗](https://doi.org/10.1609/aaai.v37i1.25185)**Yanqin Jiang, Zhang Li, Zhenwei Miao et al.*194 citations*
20. **[Learning Progressive Modality-Shared Transformers for Effective Visible-Infrared Person Re-identification ↗](https://doi.org/10.1609/aaai.v37i2.25273)**Hu Lu, Xuezhang Zou, Pingping Zhang*190 citations*
21. **[MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection ↗](https://doi.org/10.1609/aaai.v37i1.25112)**Yingxian Chen, Zhengzhe Liu, Baoheng Zhang et al.*190 citations*
22. **[RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL](https://md.research.elamur.ai/free/en/papers/li-2023-resdsql-decoupling-schema-linking-skeleton/)**Haoyang Li, Jing Zhang, Cuiping Li et al.*188 citations · our summary*
23. **[Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation ↗](https://doi.org/10.1609/aaai.v37i4.25674)**Ruijie Zhao, Mingwei Zhan, Xianwen Deng et al.*180 citations*
24. **[Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection ↗](https://doi.org/10.1609/aaai.v37i3.25489)**Hang Zhou, Junqing Yu, Wei Yang*177 citations*
25. **[AirFormer: Predicting Nationwide Air Quality in China with Transformers ↗](https://doi.org/10.1609/aaai.v37i12.26676)**Yuxuan Liang, Yutong Xia, Songyu Ke et al.*171 citations*
26. **[Federated Learning on Non-IID Graphs via Structural Knowledge Sharing ↗](https://doi.org/10.1609/aaai.v37i8.26187)**Yue Tan, Yixin Liu, Guodong Long et al.*170 citations*
27. **[Temporal Knowledge Graph Reasoning with Historical Contrastive Learning ↗](https://doi.org/10.1609/aaai.v37i4.25601)**Yi Xu, Junjie Ou, Hui Xu et al.*164 citations*
28. **[Transformation-Equivariant 3D Object Detection for Autonomous Driving ↗](https://doi.org/10.1609/aaai.v37i3.25380)**Wu Hai, Chenglu Wen, Wei Li et al.*152 citations*
29. **[On the Effectiveness of Parameter-Efficient Fine-Tuning ↗](https://doi.org/10.1609/aaai.v37i11.26505)**Zihao Fu, Haoran Yang, Anthony Man–Cho So et al.*143 citations*
30. **[FLAME: Free-Form Language-Based Motion Synthesis & Editing ↗](https://doi.org/10.1609/aaai.v37i7.25996)**Ji-Hoon Kim, Jiseob Kim, Sungjoon Choi*142 citations*
31. **[Few-Shot Object Detection via Variational Feature Aggregation ↗](https://doi.org/10.1609/aaai.v37i1.25153)**Jiaming Han, Yuqiang Ren, Jian Ding et al.*141 citations*
32. **[Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View ↗](https://doi.org/10.1609/aaai.v37i6.25907)**Jingcan Duan, Siwei Wang, Pei Zhang et al.*137 citations*
33. **[Cluster-Guided Contrastive Graph Clustering Network ↗](https://doi.org/10.1609/aaai.v37i9.26285)**Xihong Yang, Yue Liu, Sihang Zhou et al.*134 citations*
34. **[Bootstrapping Multi-View Representations for Fake News Detection ↗](https://doi.org/10.1609/aaai.v37i4.25670)**Qichao Ying, Xiaoxiao Hu, Yangming Zhou et al.*130 citations*
35. **[Hard Sample Aware Network for Contrastive Deep Graph Clustering ↗](https://doi.org/10.1609/aaai.v37i7.26071)**Yue Liu, Xihong Yang, Sihang Zhou et al.*130 citations*
36. **[A Holistic Approach to Undesired Content Detection in the Real World](https://md.research.elamur.ai/free/en/papers/markov-2022-holistic-approach-undesired-content-detection/)**Todor Markov, Chong Zhang, Sandhini Agarwal et al.*129 citations · our summary*
37. **[Superpoint Transformer for 3D Scene Instance Segmentation ↗](https://doi.org/10.1609/aaai.v37i2.25335)**Jiahao Sun, Chunmei Qing, Junpeng Tan et al.*129 citations*
38. **[CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer ↗](https://doi.org/10.1609/aaai.v37i1.25198)**Young-Seok Kim, Sanmin Kim, Jun Won Choi et al.*128 citations*
39. **[Tackling Data Heterogeneity in Federated Learning with Class Prototypes ↗](https://doi.org/10.1609/aaai.v37i6.25891)**Yutong Dai, Zeyuan Chen, Junnan Li et al.*128 citations*
40. **[Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher ↗](https://doi.org/10.1609/aaai.v37i6.25879)**Vikram S Chundawat, Ayush K Tarun, Murari Mandal et al.*124 citations*
41. **[Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation ↗](https://doi.org/10.1609/aaai.v37i1.25090)**Jinwoo Bae, Sungho Moon, Sunghoon Im*123 citations*
42. **[Repair Is Nearly Generation: Multilingual Program Repair with LLMs ↗](https://doi.org/10.1609/aaai.v37i4.25642)**Harshit Joshi, José Cambronero, Sumit Gulwani et al.*123 citations*
43. **[Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v37i6.25914)**Wei Fan, Pengyang Wang, Dongkun Wang et al.*122 citations*
44. **[Neighbor Contrastive Learning on Learnable Graph Augmentation ↗](https://doi.org/10.1609/aaai.v37i8.26168)**Xiao Shen, Dewang Sun, Shirui Pan et al.*121 citations*
45. **[Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation ↗](https://doi.org/10.1609/aaai.v37i12.26702)**Sheng Xiang, Mingzhi Zhu, Dawei Cheng et al.*120 citations*
46. **[Weakly-Supervised Camouflaged Object Detection with Scribble Annotations ↗](https://doi.org/10.1609/aaai.v37i1.25156)**Ruozhen He, Qihua Dong, Jiaying Lin et al.*120 citations*
47. **[CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention ↗](https://doi.org/10.1609/aaai.v37i1.25152)**Ziyu Guo, Renrui Zhang, Longtian Qiu et al.*119 citations*
48. **[Head-Free Lightweight Semantic Segmentation with Linear Transformer ↗](https://doi.org/10.1609/aaai.v37i1.25126)**Bo Dong, Pichao Wang, Fan Wang*118 citations*
49. **[DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer ↗](https://doi.org/10.1609/aaai.v37i3.25430)**Maoyuan Ye, Jing Zhang, Shanshan Zhao et al.*117 citations*
50. **[Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation ↗](https://doi.org/10.1609/aaai.v37i1.25132)**Yuxuan Duan, Yan Hong, Li Niu et al.*117 citations*
51. **[Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation ↗](https://doi.org/10.1609/aaai.v37i2.25332)**Zixian Su, Kai Yao, Xi Yang et al.*110 citations*
52. **[Heterogeneous Graph Masked Autoencoders ↗](https://doi.org/10.1609/aaai.v37i8.26192)**Yijun Tian, Kaiwen Dong, Chunhui Zhang et al.*109 citations*
53. **[FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms ↗](https://doi.org/10.1609/aaai.v37i12.26689)**Peng Qi, Yuyan Bu, Juan Cao et al.*108 citations*
54. **[Spatial-Spectral Transformer for Hyperspectral Image Denoising ↗](https://doi.org/10.1609/aaai.v37i1.25221)**Miaoyu Li, Ying Fu, Yulun Zhang*107 citations*
55. **[Mean-Shifted Contrastive Loss for Anomaly Detection ↗](https://doi.org/10.1609/aaai.v37i2.25309)**Tal Reiss, Yedid Hoshen*106 citations*
56. **[Auto-Weighted Multi-View Clustering for Large-Scale Data ↗](https://doi.org/10.1609/aaai.v37i8.26201)**Xinhang Wan, Xinwang Liu, Jiyuan Liu et al.*105 citations*
57. **[Revisiting Classifier: Transferring Vision-Language Models for Video Recognition ↗](https://doi.org/10.1609/aaai.v37i3.25386)**Wenhao Wu, Zhun Sun, Wanli Ouyang*105 citations*
58. **[Compact Transformer Tracker with Correlative Masked Modeling ↗](https://doi.org/10.1609/aaai.v37i2.25327)**Zikai Song, Run Luo, Junqing Yu et al.*103 citations*
59. **[Time Series Contrastive Learning with Information-Aware Augmentations ↗](https://doi.org/10.1609/aaai.v37i4.25575)**Dongsheng Luo, Wei Dong Cheng, Yingheng Wang et al.*101 citations*
60. **[FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer ↗](https://doi.org/10.1609/aaai.v37i1.25187)**Shibo Jie, Zhihong Deng*100 citations*
61. **[FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction ↗](https://doi.org/10.1609/aaai.v37i4.25577)**Kelong Mao, Jieming Zhu, Liangcai Su et al.*99 citations*
62. **[Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning ↗](https://doi.org/10.1609/aaai.v37i7.26083)**Xiaoting Lyu, Yufei Han, Wei Wang et al.*99 citations*
63. **[M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities ↗](https://doi.org/10.1609/aaai.v37i2.25253)**Hong Qi Liu, Dong Wei, Donghuan Lu et al.*96 citations*
64. **[Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing ↗](https://doi.org/10.1609/aaai.v37i11.26536)**Jinyang Li, Binyuan Hui, Reynold C. K. Cheng et al.*95 citations*
65. **[Data-Efficient Image Quality Assessment with Attention-Panel Decoder ↗](https://doi.org/10.1609/aaai.v37i2.25302)**Guanyi Qin, Runze Hu, Yutao Liu et al.*94 citations*
66. **[ShadowFormer: Global Context Helps Shadow Removal ↗](https://doi.org/10.1609/aaai.v37i1.25148)**Lanqing Guo, Siyu Huang, Ding Liu et al.*93 citations*
67. **[Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation ↗](https://doi.org/10.1609/aaai.v37i4.25540)**Yizhou Dang, Enneng Yang, Guibing Guo et al.*93 citations*
68. **[Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces ↗](https://doi.org/10.1609/aaai.v37i8.26197)**Saeed Vahidian, Mahdi Morafah, Weijia Wang et al.*92 citations*
69. **[Noise Based Deepfake Detection via Multi-Head Relative-Interaction ↗](https://doi.org/10.1609/aaai.v37i12.26701)**Tianyi Wang, K. P. Chow*91 citations*
70. **[Diffusion Models Beat GANs on Topology Optimization ↗](https://doi.org/10.1609/aaai.v37i8.26093)**François Mazé, Faez Ahmed*89 citations*
71. **[Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations ↗](https://doi.org/10.1609/aaai.v37i12.26661)**Jiahao Chen, Zitao Liu, Shuyan Huang et al.*89 citations*
72. **[YOLOV: Making Still Image Object Detectors Great at Video Object Detection ↗](https://doi.org/10.1609/aaai.v37i2.25320)**Yuheng Shi, Naiyan Wang, Xiaojie Guo*89 citations*
73. **[MDM: Molecular Diffusion Model for 3D Molecule Generation ↗](https://doi.org/10.1609/aaai.v37i4.25639)**Lei Huang, Hengtong Zhang, Tingyang Xu et al.*87 citations*
74. **[Self-Emphasizing Network for Continuous Sign Language Recognition ↗](https://doi.org/10.1609/aaai.v37i1.25164)**Lianyu Hu, Liqing Gao, Zekang Liu et al.*87 citations*
75. **[Faster Adaptive Federated Learning ↗](https://doi.org/10.1609/aaai.v37i9.26235)**Xidong Wu, Feihu Huang, Zhengmian Hu et al.*85 citations*
76. **[Toward a Perspectivist Turn in Ground Truthing for Predictive Computing](https://md.research.elamur.ai/free/en/papers/basile-2021-toward-perspectivist-turn-ground-truthing/)**Federico Cabitza, Andrea Campagner, Valerio Basile*85 citations · our summary*
77. **[DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v37i1.25114)**Zhuo Chen, Yu‐Feng Huang, Jiaoyan Chen et al.*84 citations*
78. **[Parameter-Efficient Model Adaptation for Vision Transformers ↗](https://doi.org/10.1609/aaai.v37i1.25160)**Xuehai He, Chunyuan Li, Pengchuan Zhang et al.*84 citations*
79. **[Target-Aware Tracking with Long-Term Context Attention ↗](https://doi.org/10.1609/aaai.v37i1.25155)**Kaijie He, Canlong Zhang, Sheng Xie et al.*84 citations*
80. **[Cross-View Geo-Localization via Learning Disentangled Geometric Layout Correspondence ↗](https://doi.org/10.1609/aaai.v37i3.25457)**Xiaohan Zhang, Xingyu Li, Waqas Sultani et al.*83 citations*
81. **[Spectral Feature Augmentation for Graph Contrastive Learning and Beyond ↗](https://doi.org/10.1609/aaai.v37i9.26336)**Yifei Zhang, Hao Zhu, Zixing Song et al.*83 citations*
82. **[Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation ↗](https://doi.org/10.1609/aaai.v37i6.25922)**Yulu Gan, Yan Bai, Yihang Lou et al.*82 citations*
83. **[Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation ↗](https://doi.org/10.1609/aaai.v37i1.25213)**Han Li, Bowen Shi, Wenrui Dai et al.*81 citations*
84. **[SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection ↗](https://doi.org/10.1609/aaai.v37i12.26660)**Chao-Peng Chen, Jun-Wei Hsieh, Ping-Yang Chen et al.*81 citations*
85. **[Hybrid CNN-Transformer Feature Fusion for Single Image Deraining ↗](https://doi.org/10.1609/aaai.v37i1.25111)**Xiang Chen, Jinshan Pan, Jiyang Lu et al.*80 citations*
86. **[DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification ↗](https://doi.org/10.1609/aaai.v37i7.26059)**Chengliang Liu, Jie Wen, Xiaoling Luo et al.*79 citations*
87. **[Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v37i9.26323)**Chao Zhang, Huaxiong Li, Wei Lv et al.*79 citations*
88. **[Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning ↗](https://doi.org/10.1609/aaai.v37i8.26177)**Jinhyun So, Ramy E. Ali, Başak Güler et al.*79 citations*
89. **[LaCAM: Search-Based Algorithm for Quick Multi-Agent Pathfinding ↗](https://doi.org/10.1609/aaai.v37i10.26377)**Keisuke Okumura*78 citations*
90. **[Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection ↗](https://doi.org/10.1609/aaai.v37i2.25274)**Xiaonan Lü, Wenhui Diao, Yongqiang Mao et al.*77 citations*
91. **[StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles ↗](https://doi.org/10.1609/aaai.v37i2.25280)**Yifeng Ma, Suzhen Wang, Zhipeng Hu et al.*77 citations*
92. **[Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild ↗](https://doi.org/10.1609/aaai.v37i1.25077)**Hanting Li, Hongjing Niu, Zhaoqing Zhu et al.*76 citations*
93. **[LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception ↗](https://doi.org/10.1609/aaai.v37i3.25429)**Dongqiangzi Ye, Zixiang Zhou, Weijia Chen et al.*76 citations*
94. **[MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning ↗](https://doi.org/10.1609/aaai.v37i4.25547)**Xumeng Gong, Cheng Hong Yang, Chuan Shi*75 citations*
95. **[Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v37i3.25408)**Rongtao Xu, Changwei Wang, Jiaxi Sun et al.*75 citations*
96. **[Causal Recurrent Variational Autoencoder for Medical Time Series Generation ↗](https://doi.org/10.1609/aaai.v37i7.26031)**Hongming Li, Shujian Yu, José Carlos Príncipe*74 citations*
97. **[Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning ↗](https://doi.org/10.1609/aaai.v37i7.26023)**Sunwoo Lee, Tuo Zhang, A. Salman Avestimehr*74 citations*
98. **[Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v37i9.26333)**Pei Zhang, Siwei Wang, Liang Li et al.*74 citations*
99. **[DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction ↗](https://doi.org/10.1609/aaai.v37i3.25411)**Yangyang Xu, Yibo Yang, Lefei Zhang*73 citations*
100. **[CF-ViT: A General Coarse-to-Fine Method for Vision Transformer ↗](https://doi.org/10.1609/aaai.v37i6.25860)**Mengzhao Chen, Mingbao Lin, Ke Li et al.*72 citations*

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