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ORCIDSon Nguyen
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2020 – today
- 2025
[j21]Thanh Trong Vu
, Tuan-Dung Bui, Thanh-Dat Do, Thu-Trang Nguyen, Hieu Dinh Vo, Son Nguyen:
Automated description generation for software patches. Inf. Softw. Technol. 177: 107543 (2025)- 2024
- [j20]Judy Hsin-Hui Chiang, Anh Trong Nam Hoang, Matthew Kendall, Ryan Lynch, Son Nguyen, Benjamin Przybocki, Janabel Xia:
Bender-Knuth involutions on linear extensions of posets. Discret. Math. 347(9): 114068 (2024) - [j19]Son Nguyen, Thu-Trang Nguyen, Thanh Trong Vu, Thanh-Dat Do, Kien-Tuan Ngo, Hieu Dinh Vo:
Code-centric learning-based just-in-time vulnerability detection. J. Syst. Softw. 214: 112014 (2024) - [j18]Jiahui Gao, Son Nguyen, Ni Trieu:
Toward A Practical Multi-party Private Set Union. Proc. Priv. Enhancing Technol. 2024(4): 622-635 (2024) - [c42]Ruilong Xie, Wonhyuk Hong, Chen Zhang, Jongjin Lee, Kevin Brew, Richard Johnson, Nicholas A. Lanzillo, Hosadurga Shobha, Taesun Kim, Panjae Park, Shogo Mochizuki, Iqbal Saraf, Chanro Park, Lei Zhuang, Clifford Osborn, Wai Kin Li, Feng Liu, Muthumanickam Sankarapandian, Chung Ju Yang, Juntao Li, Lukas Tierney, Ruturaj Pujari, Yasir Sulehria, Yuncheng Song, Huimei Zhou, Miaomiao Wang, Michael Belyansky, Somnath Ghosh, Haojun Zhang, Koichi Motoyama, Debarghya Sarkar, Wukang Kim, Albert Chu, Tao Li, Fabio Carta, Oleg Gluschenkov, Joongsuk Oh, Matthew Malley, Pinlei Chu, Son Nguyen, Katherine Luedders, Joe Lee, Shahrukh Khan, Prabudhya Roy Chowdhury, Huai Huang, Abir Shadman, Stuart Sieg, Daniel Dechene, Daniel Edelstein, John Arnold, Tenko Yamashita, Kisik Choi, Kang-ill Seo, Dechao Guo, Huiming Bu:
Backside Power Distribution for Nanosheet Technologies Beyond 2nm. VLSI Technology and Circuits 2024: 1-2 - [i29]Thanh Trong Vu, Tuan-Dung Bui, Thanh-Dat Do, Thu-Trang Nguyen, Hieu Dinh Vo, Son Nguyen:
Automated Description Generation for Software Patches. CoRR abs/2402.03805 (2024) - [i28]Son Nguyen, Lizhang Chen, Bo Liu, Qiang Liu:
H-Fac: Memory-Efficient Optimization with Factorized Hamiltonian Descent. CoRR abs/2406.09958 (2024) - [i27]Son Nguyen, Thinh Nguyen, Khoa D. Doan, Kok-Seng Wong:
Venomancer: Towards Imperceptible and Target-on-Demand Backdoor Attacks in Federated Learning. CoRR abs/2407.03144 (2024) - [i26]Thu-Trang Nguyen, Thanh Trong Vu, Hieu Dinh Vo, Son Nguyen:
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics. CoRR abs/2407.03611 (2024) - [i25]Tuan-Dung Bui, Duc-Thieu Luu-Van, Thanh-Phat Nguyen, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo:
RAMBO: Enhancing RAG-based Repository-Level Method Body Completion. CoRR abs/2409.15204 (2024) - [i24]Tien-Quang Nguyen, Nghia-Hieu Cong, Ngoc-Minh Quach, Hieu Dinh Vo, Son Nguyen:
Reinforcement Learning-Based REST API Testing with Multi-Coverage. CoRR abs/2410.15399 (2024) - 2023
- [j17]Thu-Trang Nguyen, Kien-Tuan Ngo, Son Nguyen, Hieu Dinh Vo:
Detecting false-passing products and mitigating their impact on variability fault localization in software product lines. Inf. Softw. Technol. 153: 107080 (2023) - [j16]Hieu Dinh Vo, Son Nguyen:
Can an old fashioned feature extraction and a light-weight model improve vulnerability type identification performance? Inf. Softw. Technol. 164: 107304 (2023) - [j15]Son Nguyen, Cuong Tran Manh, Trung Kien Tran, Tan M. Nguyen, Thu-Trang Nguyen, Kien-Tuan Ngo, Hieu Dinh Vo:
ARist: An effective API argument recommendation approach. J. Syst. Softw. 204: 111786 (2023) - [c41]Son Nguyen, Thanh Trong Vu, Hieu Dinh Vo:
VFFINDER: A Graph-Based Approach for Automated Silent Vulnerability-Fix Identification. KSE 2023: 1-6 - [i23]Son Nguyen, Thu-Trang Nguyen, Thanh Trong Vu, Thanh-Dat Do, Kien-Tuan Ngo, Hieu Dinh Vo:
Code-centric Learning-based Just-In-Time Vulnerability Detection. CoRR abs/2304.08396 (2023) - [i22]Son Nguyen, Cuong Tran Manh, Trung Kien Tran, Tan M. Nguyen, Thu-Trang Nguyen, Kien-Tuan Ngo, Hieu Dinh Vo:
ARIST: An Effective API Argument Recommendation Approach. CoRR abs/2306.06620 (2023) - [i21]Hieu Dinh Vo, Son Nguyen:
Can An Old Fashioned Feature Extraction and A Light-weight Model Improve Vulnerability Type Identification Performance? CoRR abs/2306.14726 (2023) - [i20]Son Nguyen, Thanh Trong Vu, Hieu Dinh Vo:
VFFINDER: A Graph-based Approach for Automated Silent Vulnerability-Fix Identification. CoRR abs/2309.01971 (2023) - [i19]Hieu Dinh Vo, Thanh Trong Vu, Son Nguyen:
Silent Vulnerability-fixing Commit Identification Based on Graph Neural Networks. CoRR abs/2309.08225 (2023) - [i18]Adam Wang, Son Nguyen, Albert Montillo:
Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data. CoRR abs/2310.03146 (2023) - [i17]Son Nguyen, Mikel Lainsa, Hung Dao, Daeyoung Kim, Giang Nguyen:
Instance Segmentation under Occlusions via Location-aware Copy-Paste Data Augmentation. CoRR abs/2310.17949 (2023) - [i16]Jiahui Gao, Son Nguyen, Ni Trieu:
Toward A Practical Multi-party Private Set Union. IACR Cryptol. ePrint Arch. 2023: 1930 (2023) - 2022
- [j14]Ha Nguyen, Hoang Pham, Son Nguyen, Ngo Van Linh, Khoat Than:
Adaptive infinite dropout for noisy and sparse data streams. Mach. Learn. 111(8): 3025-3060 (2022) - [j13]Thu-Trang Nguyen, Kien-Tuan Ngo, Son Nguyen, Hieu Dinh Vo:
A Variability Fault Localization Approach for Software Product Lines. IEEE Trans. Software Eng. 48(10): 4100-4118 (2022) - [c40]Chuong Nguyen, Ngoc Nguyen, Su Huynh, Vinh Nguyen, Son Nguyen:
Learning Generalized Feature for Temporal Action Detection: Application for Natural Driving Action Recognition Challenge. CVPR Workshops 2022: 3248-3255 - [c39]Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani:
TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction. ITSC 2022: 1921-1926 - [c38]Hoan Anh Nguyen, Hung Dang Phan, Syeda Khairunnesa Samantha, Son Nguyen, Aashish Yadavally, Shaohua Wang, Hridesh Rajan, Tien N. Nguyen:
A Hybrid Approach for Inference between Behavioral Exception API Documentation and Implementations, and Its Applications. ASE 2022: 2:1-2:13 - [c37]Duong Nguyen, Nam Cao, Son Nguyen, Son Ta, Cuong Dinh:
MFinBERT: Multilingual Pretrained Language Model For Financial Domain. KSE 2022: 1-6 - [c36]Shumpei Inoue, Tsungwei Liu, Son Nguyen, Minh-Tien Nguyen:
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation. NAACL-HLT 2022: 3149-3158 - [c35]Hoang Phan, Anh Phan Tuan, Son Nguyen, Ngo Van Linh, Khoat Than:
Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation. PAKDD (1) 2022: 106-117 - [c34]Takeshi Nogami, Oleg Gluschenkov, Yasir Sulehria, Son Nguyen, Brown Peethala, Huai Huang, Hosadurga Shobha, Nick A. Lanzillo, Raghuveer Patlolla, Devika Sil, Andrew Simon, Daniel Edelstein, Nelson Felix, Junjun Liu, Toshiyuki Tabata, Fulvio Mazzamuto, Sebastien Halty, Fabien Rozé, Yasutoshi Okuno, Akira Uedono:
Advanced BEOL Materials, Processes, and Integration to Reduce Line Resistance of Damascene Cu, Co, and Subtractive Ru Interconnects. VLSI Technology and Circuits 2022: 423-424 - [i15]Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani:
IoT Data Discovery: Routing Table and Summarization Techniques. CoRR abs/2203.10791 (2022) - [i14]Saketh Reddy Karra, Son Nguyen, Theja Tulabandhula:
AI Personification: Estimating the Personality of Language Models. CoRR abs/2204.12000 (2022) - [i13]Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani:
TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction. CoRR abs/2206.08513 (2022) - 2021
- [j12]Son Nguyen, Galahad Wernsing, Alexander M. Wyglinski:
Novel Bluetooth Sniffer Test-Bed for Analyzing Real World Networks. IEEE Access 9: 95250-95266 (2021) - [j11]Son Nguyen, Michael T. Manry:
Balanced Gradient Training of Feed Forward Networks. Neural Process. Lett. 53(3): 1823-1844 (2021) - [j10]Son Nguyen, Peggy Shu-Ling Chen, Yuquan Du, Vinh V. Thai:
An Operational Risk Analysis Model for Container Shipping Systems considering Uncertainty Quantification. Reliab. Eng. Syst. Saf. 209: 107362 (2021) - [c33]Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani:
Into Summarization Techniques for IoT Data Discovery Routing. CLOUD 2021: 96-105 - [c32]Tran Manh Cuong, Trung Kien Tran, Tan M. Nguyen, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo:
API parameter recommendation based on language model and program analysis. APSEC 2021: 492-496 - [c31]Khai Nguyen, Son Nguyen, Nhat Ho, Tung Pham, Hung Bui:
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein. ICLR 2021 - [c30]Son Nguyen, Duong Nguyen, Khai Nguyen, Khoat Than, Hung Bui, Nhat Ho:
Structured Dropout Variational Inference for Bayesian Neural Networks. NeurIPS 2021: 15188-15202 - [c29]Kien-Tuan Ngo, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo:
Variability fault localization: a benchmark. SPLC (A) 2021: 120-125 - [i12]Son Nguyen, Duong Nguyen, Khai Nguyen, Nhat Ho, Khoat Than, Hung Bui:
Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout. CoRR abs/2102.07927 (2021) - [i11]Kien-Tuan Ngo, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo:
Variability Fault Localization: A Benchmark. CoRR abs/2107.04741 (2021) - [i10]Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani:
Into Summarization Techniques for IoT Data Discovery Routing. CoRR abs/2107.09558 (2021) - [i9]Thu-Trang Nguyen, Kien-Tuan Ngo, Son Nguyen, Hieu Dinh Vo:
A Variability Fault Localization Approach for Software Product Lines. CoRR abs/2109.10156 (2021) - [i8]Kuldeep S. Gill, Son Nguyen, Myo M. Thein, Alexander M. Wyglinski:
Three-Way Deep Neural Network for Radio Frequency Map Generation and Source Localization. CoRR abs/2111.12175 (2021) - 2020
- [j9]Tru Cao, Chau Vo, Son Nguyen, Atsushi Inoue, Duanning Zhou:
A Kernel k-Means-Based Method and Attribute Selections for Diabetes Diagnosis. J. Adv. Comput. Intell. Intell. Informatics 24(1): 73-82 (2020) - [j8]Kanishka Tyagi, Son Nguyen, Rohit Rawat, Michael T. Manry:
Second Order Training and Sizing for the Multilayer Perceptron. Neural Process. Lett. 51(1): 963-991 (2020) - [c28]Son Nguyen, Ozgur S. Oguz, Valentin N. Hartmann, Marc Toussaint:
Self-Supervised Learning of Scene-Graph Representations for Robotic Sequential Manipulation Planning. CoRL 2020: 2104-2119 - [c27]Son Nguyen, Hung Phan, Trinh Le, Tien N. Nguyen:
Suggesting natural method names to check name consistencies. ICSE 2020: 1372-1384 - [c26]Hoang-Dung Bui, Son Nguyen, Umme Hafsa Billah, Chuong Le, Alireza Tavakkoli, Hung M. La:
Control Framework for a Hybrid-steel Bridge Inspection Robot. IROS 2020: 2585-2591 - [c25]Son Nguyen, Dogan Polat, Paniz Karbasi, Daniel Moser, Liqiang Wang, Keith Hulsey, Murat Can Çobanoglu, Basak E. Dogan, Albert Montillo:
Preoperative Prediction of Lymph Node Metastasis from Clinical DCE MRI of the Primary Breast Tumor Using a 4D CNN. MICCAI (2) 2020: 326-334 - [i7]Hoang-Dung Bui, Son Nguyen, Umme Hafsa Billah, Chuong Le, Alireza Tavakkoli, Hung M. La:
Control Framework for a Hybrid-steel Bridge Inspection Robot. CoRR abs/2009.00740 (2020) - [i6]Khai Nguyen, Son Nguyen, Nhat Ho, Tung Pham, Hung Bui:
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein. CoRR abs/2010.01787 (2020)
2010 – 2019
- 2019
- [j7]Son Nguyen, Alicia T. Lamere, Alan Olinsky, John T. Quinn:
The Effects of Sampling Methods on Machine Learning Models for Predicting Long-term Length of Stay: A Case Study of Rhode Island Hospitals. Int. J. Rough Sets Data Anal. 6(3): 32-48 (2019) - [c24]Tang Nguyen, Long Vuong, Son Nguyen, Cam Pham, Tu Nguyen:
Uniform Randomization for Block Double Validation. ICBCT 2019: 12-18 - [c23]Son Nguyen:
Configuration-dependent fault localization. ICSE (Companion Volume) 2019: 156-158 - [c22]Hoan Anh Nguyen, Tien N. Nguyen, Danny Dig, Son Nguyen, Hieu Tran, Michael Hilton:
Graph-based mining of in-the-wild, fine-grained, semantic code change patterns. ICSE 2019: 819-830 - [c21]Hieu Tran, Ngoc M. Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen:
Recovering variable names for minified code with usage contexts. ICSE 2019: 1165-1175 - [c20]Ngoc M. Tran, Hieu Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen:
Does BLEU score work for code migration? ICPC 2019: 165-176 - [c19]Son Nguyen, Hoan Nguyen, Ngoc M. Tran, Hieu Tran, Tien N. Nguyen:
Feature-Interaction Aware Configuration Prioritization for Configurable Code. ASE 2019: 489-501 - [c18]Son Nguyen, Bao Ngo, Chau Vo, Tru Cao:
Hot Topic Detection on Twitter Data Streams with Incremental Clustering Using Named Entities and Central Centroids. RIVF 2019: 1-6 - [i5]Hieu Tran, Ngoc M. Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen:
Recovering Variable Names for Minified Code with Usage Contexts. CoRR abs/1906.03488 (2019) - [i4]Ngoc M. Tran, Hieu Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen:
Does BLEU Score Work for Code Migration? CoRR abs/1906.04903 (2019) - [i3]Son Nguyen, Hoan Nguyen, Ngoc M. Tran, Hieu Tran, Tien N. Nguyen:
Feature-Interaction Aware Configuration Prioritization for Configurable Code. CoRR abs/1911.07779 (2019) - [i2]Son Nguyen:
Configuration-dependent Fault Localization. CoRR abs/1911.07906 (2019) - 2018
- [j6]Son Nguyen, Alan Olinsky, John T. Quinn, Phyllis A. Schumacher:
Predictive Modeling for Imbalanced Big Data in SAS Enterprise Miner and R. Int. J. Fog Comput. 1(2): 83-108 (2018) - [c17]Son Nguyen:
Feature-interaction aware configuration prioritization. ESEC/SIGSOFT FSE 2018: 974-976 - [c16]Kuldeep S. Gill, Kyle W. McClintick, Nivetha Kanthasamy, Jefferey Tolbert, Duong Nguyen, Son Nguyen, Galahad Wernsing, Valerie Moore, Ian Gelman, Alexander O'Neil, Nicholas Schubert, Corey Coogan, Krysta Murdy, Brian Mahan, Sylvester Halama, Kevin N. Heath, Elizabeth F. Ryder, Robert J. Gegear, Alexander M. Wyglinski:
Experimental Test-Bed for Bumblebee-Inspired Channel Selection in an Ad-Hoc Network. VTC Fall 2018: 1-5 - 2017
- [j5]Si Liu, Jatin Ganhotra, Muntasir Raihan Rahman, Son Nguyen, Indranil Gupta, José Meseguer:
Quantitative Analysis of Consistency in NoSQL Key-Value Stores. Leibniz Trans. Embed. Syst. 4(1): 03:1-03:26 (2017) - [j4]Muntasir Raihan Rahman, Lewis Tseng, Son Nguyen, Indranil Gupta, Nitin H. Vaidya:
Characterizing and Adapting the Consistency-Latency Tradeoff in Distributed Key-Value Stores. ACM Trans. Auton. Adapt. Syst. 11(4): 20:1-20:36 (2017) - [c15]Parastoo Kheirkhah, Kanishka Tyagi, Son Nguyen, Michael T. Manry:
Structural adaptation for sparsely connected MLP using Newton's method. IJCNN 2017: 4467-4473 - 2016
- [c14]Son Nguyen, Kanishka Tyagi, Parastoo Kheirkhah, Michael T. Manry:
Partially affine invariant back propagation. IJCNN 2016: 811-818 - [c13]Soumitro Swapan Auddy, Kanishka Tyagi, Son Nguyen, Michael T. Manry:
Discriminant vector tranformations in neural network classifiers. IJCNN 2016: 1780-1786 - 2015
- [c12]Son Nguyen, Quoc Ho, Minh Nguyen:
JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts. CoNLL Shared Task 2015: 66-70 - [c11]Si Liu, Son Nguyen, Jatin Ganhotra, Muntasir Raihan Rahman, Indranil Gupta, José Meseguer:
Quantitative Analysis of Consistency in NoSQL Key-Value Stores. QEST 2015: 228-243 - [i1]Muntasir Raihan Rahman, Lewis Tseng, Son Nguyen, Indranil Gupta, Nitin H. Vaidya:
Characterizing and Adapting the Consistency-Latency Tradeoff in Distributed Key-value Stores. CoRR abs/1509.02464 (2015) - 2014
- [c10]Rafael S. Costa, Son Nguyen, András Hartmann, Susana Vinga:
Exploring the Cellular Objective in Flux Balance Constraint-Based Models. CMSB 2014: 211-224 - 2013
- [c9]Marina Danilevsky, Chi Wang, Fangbo Tao, Son Nguyen, Gong Chen, Nihit Desai, Lidan Wang, Jiawei Han:
AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data. KDD 2013: 1458-1461
2000 – 2009
- 2009
- [j3]Alenka G. Zajic, Gordon L. Stüber, Thomas G. Pratt, Son Nguyen:
Wideband MIMO Mobile-to-Mobile Channels: Geometry-Based Statistical Modeling With Experimental Verification. IEEE Trans. Veh. Technol. 58(2): 517-534 (2009) - [j2]Thomas G. Pratt, Brett T. Walkenhorst, Son Nguyen:
Adaptive polarization transmission of OFDM signals in channels with polarization mode dispersion and polarization-dependent loss. IEEE Trans. Wirel. Commun. 8(7): 3354-3359 (2009) - 2008
- [c8]Alenka G. Zajic, Gordon L. Stüber, Thomas G. Pratt, Son Nguyen:
Envelope Level Crossing Rate and Average Fade Duration in Mobile-To-Mobile Fading Channels. ICC 2008: 4446-4450 - [c7]Alenka G. Zajic, Gordon L. Stüber, Thomas G. Pratt, Son Nguyen:
Statistical modelling and experimental verification for wideband MIMO mobile-to-mobile channels in urban environments. ICT 2008: 1-6 - [c6]Alenka G. Zajic, Gordon L. Stüber, Thomas G. Pratt, Son Nguyen:
Statistical modeling and experimental verification of wideband MIMO mobile-to-mobile channels in highway environments. PIMRC 2008: 1-5 - [c5]Thomas G. Pratt, R. Srinivasan, Son Nguyen:
Input-to-output cross polarization discrimination (IOXPD) dispersion model for mobile-to-mobile LOS wireless communications MIMO channels. WTS 2008: 341-347 - 2006
- [j1]Robert Akl, Son Nguyen:
UMTS Capacity and Throughput Maximization for Different Spreading Factors. J. Networks 1(3): 40-49 (2006) - [c4]Robert Akl, Son Nguyen:
Capacity allocation in multi-cell umts networks for different spreading factors with perfect and imperfect power control. CCNC 2006: 928-932 - 2004
- [c3]Grit Denker, Son Nguyen, Andrew Ton:
OWL-S Semantics of Security Web Services: a Case Study. ESWS 2004: 240-253 - 2003
- [c2]Aurangzeb Khan, Kaushik Patel, Amit Aurora, Adnan Raza, Bidyut Parruck, Anandarup Bagchi, Abijit Ghosh, Boris Litinsky, Eric Hong, Eric Zhao, Jeremy Ngo, Kenson Ko, Leena Singh, Pavel Arnaudov, Peter Wu, Rama Ramakrishnan, Rami Zecharia, Shankar Channabasappa, Suril Kumar, Sanjay Wattal, Tony Wang, Uday Joshi, Zohar Golan, Zunning Luo, Duc-Ngoc Le, Irfan Ahmed, Frederick Chiu, King Y. Chow, Hiroyuki Furuzono, David Ge, Min Li, Martin Mueller, Son Nguyen, Trung Nguyen, Jean Saito, John Shen, Antonio Todesco, Allen Tsou, Demin Wang, Steven Yang, John Yu, Xia Zhong:
Design and development of the first single-chip full-duplex OC48 traffic manager and ATM SAR SoC. CICC 2003: 35-38 - [c1]Xiaojing Huang, Yunxin Li, Son Nguyen:
Sample rate conversion by trapezoidal interpolation for software defined radio. PIMRC 2003: 135-139
Coauthor Index
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