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Linli Xu
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2020 – today
- 2024
- [j17]Mao Zhang, Tie Zhang, Yifei Cheng, Changcun Bao, Haoyu Cao, Deqiang Jiang, Linli Xu
:
Communication-efficient clustered federated learning via model distance. Mach. Learn. 113(6): 3869-3888 (2024) - [j16]Linli Xu
Transition in Different Critical Situations: How Non-Driving Related Tasks Affect Drivers' Physiological Response and Takeover Behavior After Partial Automation Silent Failures. IEEE Trans. Intell. Transp. Syst. 25(11): 16642-16652 (2024) - [c63]Fang Zhang, Yongxin Zhu
Visual Hallucination Elevates Speech Recognition. AAAI 2024: 19542-19550 - [c62]Yongxin Zhu, Dan Su, Liqiang He, Linli Xu, Dong Yu:
Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer. ACL (1) 2024: 1764-1775 - [c61]Haoqiu Yan, Yongxin Zhu, Kai Zheng, Bing Liu, Haoyu Cao, Deqiang Jiang, Linli Xu:
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction. ACL (1) 2024: 15009-15022 - [c60]Bocheng Li, Zhujin Gao, Yongxin Zhu, Kun Yin, Haoyu Cao, Deqiang Jiang, Linli Xu:
Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation. LREC/COLING 2024: 7259-7269 - [c59]Chaohu Liu, Kun Yin, Haoyu Cao, Xinghua Jiang, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Linli Xu:
HRVDA: High-Resolution Visual Document Assistant. CVPR 2024: 15534-15545 - [c58]Yukang Liang, Junliang Guo, Yongxin Zhu, Linli Xu:
Summarizing Like Human: Edit-Based Text Summarization with Keywords. ICANN (7) 2024: 333-351 - [c57]Yichao Du, Zhirui Zhang, Linan Yue, Xu Huang, Yuqing Zhang, Tong Xu, Linli Xu, Enhong Chen:
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks. ICASSP 2024: 10001-10005 - [c56]Yubo Wang
Break the Visual Perception: Adversarial Attacks Targeting Encoded Visual Tokens of Large Vision-Language Models. ACM Multimedia 2024: 1072-1081 - [c55]Pengfei Luo
Bridging Gaps in Content and Knowledge for Multimodal Entity Linking. ACM Multimedia 2024: 9311-9320 - [c54]Zhujin Gao, Junliang Guo, Xu Tan, Yongxin Zhu, Fang Zhang, Jiang Bian, Linli Xu:
Empowering Diffusion Models on the Embedding Space for Text Generation. NAACL-HLT 2024: 4664-4683 - [i28]Yichao Du, Zhirui Zhang, Linan Yue, Xu Huang, Yuqing Zhang, Tong Xu, Linli Xu, Enhong Chen:
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks. CoRR abs/2401.10070 (2024) - [i27]Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen:
Communication-Efficient Distributed Learning with Local Immediate Error Compensation. CoRR abs/2402.11857 (2024) - [i26]Chaohu Liu, Kun Yin, Haoyu Cao, Xinghua Jiang, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Linli Xu:
HRVDA: High-Resolution Visual Document Assistant. CoRR abs/2404.06918 (2024) - [i25]Yongxin Zhu, Dan Su, Liqiang He, Linli Xu, Dong Yu:
Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer. CoRR abs/2406.00976 (2024) - [i24]Haoqiu Yan, Yongxin Zhu, Kai Zheng, Bing Liu, Haoyu Cao, Deqiang Jiang, Linli Xu:
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction. CoRR abs/2406.12707 (2024) - [i23]Wentao Zhang, Junliang Guo, Tianyu He, Li Zhao, Linli Xu, Jiang Bian:
Video In-context Learning. CoRR abs/2407.07356 (2024) - [i22]Yubo Wang, Chaohu Liu, Yanqiu Qu, Haoyu Cao, Deqiang Jiang, Linli Xu:
Break the Visual Perception: Adversarial Attacks Targeting Encoded Visual Tokens of Large Vision-Language Models. CoRR abs/2410.06699 (2024) - [i21]Yongxin Zhu, Bocheng Li, Hang Zhang, Xin Li, Linli Xu, Lidong Bing:
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective. CoRR abs/2410.12490 (2024) - [i20]Yongxin Zhu, Bocheng Li, Yifei Xin, Linli Xu:
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer. CoRR abs/2411.02038 (2024) - 2023
- [j15]Linli Xu, Peixian Liang, Jing Han
A two-stage enhancement network with optimized effective receptive field for speckle image reconstruction. Multim. Tools Appl. 82(13): 19923-19943 (2023) - [j14]Lie Guo
How Resource Demands of Nondriving-Related Tasks and Engagement Time Affect Drivers' Physiological Response and Takeover Performance in Conditional Automated Driving. IEEE Trans. Hum. Mach. Syst. 53(3): 600-609 (2023) - [c53]Yongxin Zhu
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA. AAAI 2023: 11479-11487 - [c52]Mao Zhang, Yongxin Zhu, Zhen Liu, Zhimin Bao, Yunfei Wu, Xing Sun, Linli Xu:
Span-level Aspect-based Sentiment Analysis via Table Filling. ACL (1) 2023: 9273-9284 - [c51]Yongxin Zhu
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation. EMNLP 2023: 11573-11583 - [c50]Yukang Liang, Kaitao Song, Shaoguang Mao, Huiqiang Jiang, Luna Qiu, Yuqing Yang, Dongsheng Li, Linli Xu, Lili Qiu:
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. INTERSPEECH 2023: 969-973 - [c49]Pengfei Luo
Multi-Grained Multimodal Interaction Network for Entity Linking. KDD 2023: 1583-1594 - [c48]Mao Zhang, Sijie Teng, Linli Xu:
Cross and Self Attention Based Graph Convolutional Network for Aspect-Based Sentiment Analysis. NLPCC (2) 2023: 588-600 - [c47]Zhen Liu, Yongxin Zhu
ItrievalKD: An Iterative Retrieval Framework Assisted with Knowledge Distillation for Noisy Text-to-Image Retrieval. PAKDD (3) 2023: 257-268 - [i19]Yongxin Zhu, Zhen Liu, Yukang Liang, Xin Li, Hao Liu, Changcun Bao, Linli Xu:
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA. CoRR abs/2304.01603 (2023) - [i18]Yukang Liang, Kaitao Song, Shaoguang Mao, Huiqiang Jiang, Luna Qiu, Yuqing Yang, Dongsheng Li, Linli Xu, Lili Qiu:
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. CoRR abs/2306.02682 (2023) - [i17]Pengfei Luo, Tong Xu, Shiwei Wu, Chen Zhu, Linli Xu, Enhong Chen:
Multi-Grained Multimodal Interaction Network for Entity Linking. CoRR abs/2307.09721 (2023) - [i16]Yongxin Zhu, Zhujin Gao, Xinyuan Zhou, Zhongyi Ye, Linli Xu:
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation. CoRR abs/2310.17570 (2023) - 2022
- [j13]Tian Wang
A New Privacy Protection Approach Based on K-Anonymity for Location-Based Cloud Services. J. Circuits Syst. Comput. 31(5): 2250083:1-2250083:19 (2022) - [j12]Tian Wang
A Multiserver Configuration and Request Distribution Framework for Profit Maximization in a Three-Tier Cloud Service Architecture. J. Circuits Syst. Comput. 31(12): 2250221:1-2250221:21 (2022) - [j11]Linli Xu
Global Filter of Fusing Near-Infrared and Visible Images in Frequency Domain for Defogging. IEEE Signal Process. Lett. 29: 1953-1957 (2022) - [c46]Jiquan Li, Junliang Guo, Yongxin Zhu
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation. AAAI 2022: 10974-10982 - [c45]Xin Sheng, Linli Xu, Yinlong Xu, Changcun Bao, Huang Chen, Bo Ren:
CoCGAN: Contrastive Learning for Adversarial Category Text Generation. COLING 2022: 6403-6414 - [c44]Linli Xu
Effects of Non-Driving-Related Tasks with Different Resource Demands on Driver Gaze Behavior. ITSC 2022: 1440-1445 - [c43]Xin Sheng, Linli Xu, Yinlong Xu, Deqiang Jiang, Bo Ren:
Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net. NAACL-HLT (Findings) 2022: 2121-2132 - [i15]Jiquan Li, Junliang Guo, Yongxin Zhu, Xin Sheng, Deqiang Jiang, Bo Ren, Linli Xu:
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation. CoRR abs/2205.10884 (2022) - [i14]Peining Zhang, Junliang Guo, Linli Xu, Mu You, Junming Yin:
Bridging Music and Text with Crowdsourced Music Comments: A Sequence-to-Sequence Framework for Thematic Music Comments Generation. CoRR abs/2209.01996 (2022) - [i13]Zhujin Gao, Junliang Guo, Xu Tan, Yongxin Zhu, Fang Zhang, Jiang Bian, Linli Xu:
Difformer: Empowering Diffusion Model on Embedding Space for Text Generation. CoRR abs/2212.09412 (2022) - 2021
- [j10]Linli Xu, Jinru Hang, Jing Han, Tian Wang, Lianfa Bai:
Molten image fusion and enhancement based on image decomposition in frequency domain. Signal Image Video Process. 15(2): 421-429 (2021) - [j9]Junliang Guo
Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1740-1751 (2021) - [c42]Shuheng Shen, Yifei Cheng, Jingchang Liu, Linli Xu:
STL-SGD: Speeding Up Local SGD with Stagewise Communication Period. AAAI 2021: 9576-9584 - [c41]Linli Xu, Sijie Teng, Ruoyu Zhao, Junliang Guo, Chi Xiao, Deqiang Jiang, Bo Ren:
Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations. EMNLP (1) 2021: 2459-2468 - [i12]Junliang Guo, Zhirui Zhang, Linlin Zhang, Linli Xu, Boxing Chen, Enhong Chen, Weihua Luo:
Towards Variable-Length Textual Adversarial Attacks. CoRR abs/2104.08139 (2021) - 2020
- [j8]Linli Xu, Jing Han
An Efficient CNN to Realize Speckle Correlation Imaging Based on Cloud-Edge for Cyber-Physical-Social-System. IEEE Access 8: 54154-54163 (2020) - [c40]Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen, Tie-Yan Liu:
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation. AAAI 2020: 7839-7846 - [c39]Xin Sheng, Linli Xu, Junliang Guo, Jingchang Liu, Ruoyu Zhao, Yinlong Xu:
IntroVNMT: An Introspective Model for Variational Neural Machine Translation. AAAI 2020: 8830-8837 - [c38]Junliang Guo, Linli Xu, Enhong Chen:
Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation. ACL 2020: 376-385 - [c37]Linli Xu, Jing Han, Lianfa Bai:
Dual-loss path CNNs fusion architecture for image restoration with scattered data. HPCC/DSS/SmartCity 2020: 599-606 - [c36]Yuan Xint, Linli Xu, Junliang Guo, Jiquan Li, Xin Sheng, Yuanyuan Zhou:
Label Incorporated Graph Neural Networks for Text Classification. ICPR 2020: 8892-8898 - [c35]Junliang Guo, Zhirui Zhang, Linli Xu, Hao-Ran Wei, Boxing Chen, Enhong Chen:
Incorporating BERT into Parallel Sequence Decoding with Adapters. NeurIPS 2020 - [i11]Shuheng Shen, Yifei Cheng, Jingchang Liu, Linli Xu:
STL-SGD: Speeding Up Local SGD with Stagewise Communication Period. CoRR abs/2006.06377 (2020) - [i10]Junliang Guo, Zhirui Zhang, Linli Xu, Hao-Ran Wei, Boxing Chen, Enhong Chen:
Incorporating BERT into Parallel Sequence Decoding with Adapters. CoRR abs/2010.06138 (2020)
2010 – 2019
- 2019
- [j7]Linli Xu, Jing Han, Tian Wang, Lianfa Bai
Global Image Dehazing via Frequency Perception Filtering. J. Circuits Syst. Comput. 28(9): 1950142:1-1950142:22 (2019) - [j6]Jingchang Liu, Linli Xu, Shuheng Shen, Qing Ling:
An accelerated variance reducing stochastic method with Douglas-Rachford splitting. Mach. Learn. 108(5): 859-878 (2019) - [c34]Jingchang Liu, Linli Xu, Junliang Guo, Xin Sheng:
Adaptive Proximal Average Based Variance Reducing Stochastic Methods for Optimization with Composite Regularization. AAAI 2019: 1552-1559 - [c33]Junliang Guo, Xu Tan, Di He, Tao Qin, Linli Xu, Tie-Yan Liu:
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input. AAAI 2019: 3723-3730 - [c32]Junliang Guo, Linli Xu, Jingchang Liu:
SPINE: Structural Identity Preserved Inductive Network Embedding. IJCAI 2019: 2399-2405 - [c31]Shuheng Shen, Linli Xu, Jingchang Liu, Xianfeng Liang, Yifei Cheng:
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent. IJCAI 2019: 4582-4589 - [i9]Shuheng Shen, Linli Xu, Jingchang Liu, Xianfeng Liang, Yifei Cheng:
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent. CoRR abs/1906.12043 (2019) - [i8]Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen, Tie-Yan Liu:
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation. CoRR abs/1911.08717 (2019) - 2018
- [j5]Linli Xu
Dynamic Quality Ladder Model Predictions in Nonrandom Holdout Samples. Manag. Sci. 64(7): 3187-3207 (2018) - [c30]Linli Xu, Liang Jiang, Chuan Qin
How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks. AAAI 2018: 5618-5625 - [c29]Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen:
Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective. DASFAA (1) 2018: 3-19 - [c28]Xiaoying Ren, Linli Xu, Tianxiang Zhao, Chen Zhu, Junliang Guo, Enhong Chen:
Tracking and Forecasting Dynamics in Crowdfunding: A Basis-Synthesis Approach. ICDM 2018: 1212-1217 - [c27]Linli Xu, Wenjun Ouyang, Xiaoying Ren, Yang Wang, Liang Jiang:
Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies. IJCAI 2018: 4517-4524 - [i7]Junliang Guo, Linli Xu, Enhong Chen:
SPINE: Structural Identity Preserved Inductive Network Embedding. CoRR abs/1802.03984 (2018) - [i6]Linli Xu, Liang Jiang, Chuan Qin, Zhe Wang, Dongfang Du:
How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks. CoRR abs/1803.02994 (2018) - [i5]Jingchang Liu, Linli Xu:
Accelerating Stochastic Gradient Descent Using Antithetic Sampling. CoRR abs/1810.03124 (2018) - [i4]Shuheng Shen, Linli Xu, Jingchang Liu, Junliang Guo, Qing Ling:
Asynchronous Stochastic Composition Optimization with Variance Reduction. CoRR abs/1811.06396 (2018) - [i3]Junliang Guo, Xu Tan, Di He, Tao Qin, Linli Xu, Tie-Yan Liu:
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input. CoRR abs/1812.09664 (2018) - 2017
- [c26]Linli Xu, Chao Zhang:
Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments. AAAI 2017: 1611-1617 - [i2]Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen:
Generalized Neural Graph Embedding with Matrix Factorization. CoRR abs/1711.04094 (2017) - 2016
- [c25]Linli Xu, Zaiyi Chen, Qi Zhou, Enhong Chen, Nicholas Jing Yuan, Xing Xie:
Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains. ICDM 2016: 529-538 - [i1]Yitan Li, Linli Xu, Xiaowei Zhong, Qing Ling:
Make Workers Work Harder: Decoupled Asynchronous Proximal Stochastic Gradient Descent. CoRR abs/1605.06619 (2016) - 2015
- [c24]Linli Xu, Aiqing Huang, Jianhui Chen, Enhong Chen:
Exploiting Task-Feature Co-Clusters in Multi-Task Learning. AAAI 2015: 1931-1937 - [c23]Linli Xu, Yitan Li, Yubo Wang, Enhong Chen:
Temporally Adaptive Restricted Boltzmann Machine for Background Modeling. AAAI 2015: 1938-1944 - [c22]Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen:
A Nonconvex Relaxation Approach for Rank Minimization Problems. AAAI 2015: 1980-1987 - [c21]Liyuan Liu, Linli Xu, Zhen Wang, Enhong Chen:
Community Detection Based on Structure and Content: A Content Propagation Perspective. ICDM 2015: 271-280 - [c20]Linli Xu, Qi Zhou, Aiqing Huang, Wenjun Ouyang, Enhong Chen:
Feature Selection with Integrated Relevance and Redundancy Optimization. ICDM 2015: 1063-1068 - [c19]Yitan Li, Linli Xu, Fei Tian, Liang Jiang, Xiaowei Zhong, Enhong Chen:
Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective. IJCAI 2015: 3650-3656 - [c18]Yingzi Wang, Nicholas Jing Yuan, Defu Lian
Regularity and Conformity: Location Prediction Using Heterogeneous Mobility Data. KDD 2015: 1275-1284 - [c17]Zaiyi Chen, Linli Xu, Enhong Chen, Biao Chang, Zhefeng Wang, Yitan Li:
Selecting Social Media Responses to News: A Convex Framework Based On Data Reconstruction. SDM 2015: 541-549 - 2014
- [j4]Linli Xu, Kenneth C. Wilbur, S. Siddarth, Jorge M. Silva-Risso:
Price Advertising by Manufacturers and Dealers. Manag. Sci. 60(11): 2816-2834 (2014) - [c16]Aiqing Huang, Linli Xu, Yitan Li, Enhong Chen:
Robust Dynamic Trajectory Regression on Road Networks: A Multi-task Learning Framework. ICDM 2014: 857-862 - [c15]Linli Xu, Zhen Wang, Zefan Shen, Yubo Wang, Enhong Chen:
Learning Low-Rank Label Correlations for Multi-label Classification with Missing Labels. ICDM 2014: 1067-1072 - 2013
- [j3]Kenneth C. Wilbur, Linli Xu, David Kempe:
Correcting Audience Externalities in Television Advertising. Mark. Sci. 32(6): 892-912 (2013) - [c14]Yubo Wang, Linli Xu, Yucheng Chen, Hao Wang:
A Scalable Approach for General Correlation Clustering. ADMA (2) 2013: 13-24 - [c13]Tianbao Yang, Prakash Mandayam Comar, Linli Xu:
Community detection by popularity based models for authored networked data. ASONAM 2013: 74-81 - [c12]Jun Fan, Linli Xu:
A Robust Multi-criteria Recommendation Approach with Preference-Based Similarity and Support Vector Machine. ISNN (2) 2013: 385-394 - [c11]Gang Xu, Linli Xu, Le Wu:
Utilizing Social and Behavioral Neighbors for Personalized Recommendation. ISNN (2) 2013: 541-551 - 2012
- [j2]Haiping Ma, Enhong Chen, Linli Xu, Hui Xiong:
Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning. Neurocomputing 92: 116-123 (2012) - [j1]Jiming Peng, Lopamudra Mukherjee, Vikas Singh, Dale Schuurmans, Linli Xu:
An efficient algorithm for maximal margin clustering. J. Glob. Optim. 52(1): 123-137 (2012) - [c10]Le Wu, Enhong Chen, Qi Liu, Linli Xu, Tengfei Bao, Lei Zhang:
Leveraging tagging for neighborhood-aware probabilistic matrix factorization. CIKM 2012: 1854-1858 - [c9]Linli Xu, Bo Li, Enhong Chen:
Ensemble Pruning via Constrained Eigen-Optimization. ICDM 2012: 715-724 - [c8]Junyuan Xie, Linli Xu, Enhong Chen:
Image Denoising and Inpainting with Deep Neural Networks. NIPS 2012: 350-358 - 2010
- [c7]Yaoliang Yu, Min Yang, Linli Xu, Martha White, Dale Schuurmans:
Relaxed Clipping: A Global Training Method for Robust Regression and Classification. NIPS 2010: 2532-2540
2000 – 2009
- 2009
- [c6]Linli Xu, Wenye Li, Dale Schuurmans:
Fast normalized cut with linear constraints. CVPR 2009: 2866-2873 - [c5]Linli Xu, Martha White, Dale Schuurmans:
Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning. ICML 2009: 1137-1144 - 2007
- [b1]Linli Xu:
Convex Large Margin Training - Unsupervised, Semi-supervised, and Robust Support Vector Machines. University of Waterloo, Ontario, Canada, 2007 - 2006
- [c4]Linli Xu, Koby Crammer, Dale Schuurmans:
Robust Support Vector Machine Training via Convex Outlier Ablation. AAAI 2006: 536-542 - [c3]Linli Xu, Dana F. Wilkinson, Finnegan Southey, Dale Schuurmans:
Discriminative unsupervised learning of structured predictors. ICML 2006: 1057-1064 - 2005
- [c2]Linli Xu, Dale Schuurmans:
Unsupervised and Semi-Supervised Multi-Class Support Vector Machines. AAAI 2005: 904-910 - 2004
- [c1]Linli Xu, James Neufeld, Bryce Larson, Dale Schuurmans:
Maximum Margin Clustering. NIPS 2004: 1537-1544
Coauthor Index
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