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Changsong Liu
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2020 – today
- 2024
- [j27]Changsong Liu
, Wei Zhang, Yanyan Liu
Generating crisp boundaries using multi-scale features and mixed loss function. Appl. Intell. 54(21): 10731-10747 (2024) - [j26]Rudong Jing, Wei Zhang, Yanyan Liu, Wenlin Li, Yuming Li, Changsong Liu
An effective method for small object detection in low-resolution images. Eng. Appl. Artif. Intell. 127(Part A): 107206 (2024) - [c77]Yimeng Fan, Wei Zhang, Changsong Liu, Mingyang Li, Wenrui Lu:
SFOD: Spiking Fusion Object Detector. CVPR 2024: 17191-17200 - [c76]Yu Chao, Changsong Liu, Liangrui Peng, Yanwei Wang:
HPSegNet: A Method for Handwritten and Printed Text Separation in Document Images. ICDAR (Workshops 2) 2024: 184-198 - [i10]Yimeng Fan, Wei Zhang, Changsong Liu, Mingyang Li, Wenrui Lu:
SFOD: Spiking Fusion Object Detector. CoRR abs/2403.15192 (2024) - [i9]Changsong Liu
Learning to utilize image second-order derivative information for crisp edge detection. CoRR abs/2406.05779 (2024) - [i8]Jinghui Qin, Changsong Liu, Tianchi Tang, Dahuang Liu, Minghao Wang, Qianying Huang, Yang Xu, Rumin Zhang:
Mental-Perceiver: Audio-Textual Multimodal Learning for Mental Health Assessment. CoRR abs/2408.12088 (2024) - [i7]Changsong Liu, Wei Zhang, Yanyan Liu, Mingyang Li, Wenlin Li, Yimeng Fan, Xiangnan Bai, Liang Zhangd:
Cycle Pixel Difference Network for Crisp Edge Detection. CoRR abs/2409.04272 (2024) - 2023
- [c75]Changsong Liu, Thi-Nga Ho, Eng Siong Chng:
An Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech. ACIIDS (2) 2023: 286-296 - 2022
- [j25]Yuming Li, Wei Zhang, Yanyan Liu, Rudong Jing, Changsong Liu
An efficient fire and smoke detection algorithm based on an end-to-end structured network. Eng. Appl. Artif. Intell. 116: 105492 (2022) - [c74]Ning Ding
Incorporating Self-attention Mechanism and Multi-task Learning into Scene Text Detection. ECCV Workshops (4) 2022: 314-328 - [c73]Pei Tang, Liangrui Peng, Ruijie Yan, Haodong Shi, Gang Yao, Changsong Liu, Jie Li, Yuqi Zhang:
Domain Adaptation via Mutual Information Maximization for Handwriting Recognition. ICASSP 2022: 2300-2304 - 2021
- [i6]Arjun R. Akula, Keze Wang, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Chai, Song-Chun Zhu:
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models. CoRR abs/2109.01401 (2021) - 2020
- [j24]Changsong Liu:
A novel replica placement algorithm for minimising communication cost in distributed storage platform. Int. J. Netw. Virtual Organisations 22(2): 147-161 (2020)
2010 – 2019
- 2019
- [j23]Peng Xiao, Changsong Liu:
A novel virtual disk bandwidth allocation framework for data-intensive applications in cloud environments. Int. J. Comput. Sci. Eng. 20(1): 21-30 (2019) - [j22]Ying Hu, Changsong Liu:
An efficient data transfer service for scientific applications in cloud environments. Int. J. Netw. Virtual Organisations 21(3): 289-306 (2019) - [c72]Arjun R. Akula, Changsong Liu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu:
Explainable AI as Collaborative Task Solving. CVPR Workshops 2019: 91-94 - [c71]Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu
Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network. ICCV 2019: 773-782 - [c70]Junyang Cai, Liangrui Peng, Yejun Tang, Changsong Liu, Pengchao Li:
TH-GAN: Generative Adversarial Network Based Transfer Learning for Historical Chinese Character Recognition. ICDAR 2019: 178-183 - [c69]Linhui Chen, Liangrui Peng, Gang Yao, Changsong Liu, Xudong Zhang:
A Modified Inception-ResNet Network with Discriminant Weighting Loss for Handwritten Chinese Character Recognition. ICDAR 2019: 1220-1225 - [i5]Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu:
Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network. CoRR abs/1908.06290 (2019) - [i4]Arjun R. Akula, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu:
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust. CoRR abs/1909.06907 (2019) - 2018
- [j21]Changsong Liu:
A multi-policy adaptive scheduling framework in virtual clouds. Int. J. Netw. Virtual Organisations 19(1): 87-102 (2018) - [j20]Xin Li, Zequn Jie, Jiashi Feng, Changsong Liu, Shuicheng Yan:
Learning with rethinking: Recurrently improving convolutional neural networks through feedback. Pattern Recognit. 79: 183-194 (2018) - [j19]Bing Su
Heteroscedastic Max-Min Distance Analysis for Dimensionality Reduction. IEEE Trans. Image Process. 27(8): 4052-4065 (2018) - [c68]Lingxue Song, Changsong Liu:
Face Liveness Detection Based on Joint Analysis of RGB and Near-Infrared Image of Faces. IMAWM 2018: 1-6 - 2017
- [j18]Bing Su
Discriminative Transformation for Multi-Dimensional Temporal Sequences. IEEE Trans. Image Process. 26(7): 3579-3593 (2017) - [c67]Xin Li, Changsong Liu:
Prune the Convolutional Neural Networks with Sparse Shrink. MOBMU 2017: 97-101 - [c66]Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng:
FoveaNet: Perspective-Aware Urban Scene Parsing. ICCV 2017: 784-792 - [c65]Xiangsheng Zeng, Donglai Xiang
Local Discriminant Training and Global Optimization for Convolutional Neural Network Based Handwritten Chinese Character Recognition. ICDAR 2017: 382-387 - [c64]Yejun Tang, Bing Wu, Liangrui Peng, Changsong Liu:
Semi-Supervised Transfer Learning for Convolutional Neural Network Based Chinese Character Recognition. ICDAR 2017: 441-447 - [c63]Yanwei Wang, Yuefang Sun, Changsong Liu:
Layout and Perspective Distortion Independent Recognition of Captured Chinese Document Image. ICDAR 2017: 591-596 - [i3]Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng:
FoveaNet: Perspective-aware Urban Scene Parsing. CoRR abs/1708.02421 (2017) - [i2]Xin Li, Changsong Liu:
Prune the Convolutional Neural Networks with Sparse Shrink. CoRR abs/1708.02439 (2017) - [i1]Xin Li, Zequn Jie, Jiashi Feng, Changsong Liu, Shuicheng Yan:
Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback. CoRR abs/1708.04483 (2017) - 2016
- [j17]Joyce Y. Chai, Rui Fang, Changsong Liu, Lanbo She:
Collaborative Language Grounding Toward Situated Human-Robot Dialogue. AI Mag. 37(4): 32-45 (2016) - [j16]Changsong Liu:
An intelligent planning technique-based software requirement analysis. Int. J. Comput. Sci. Eng. 13(3): 285-295 (2016) - [j15]Yicong Liang
Combining multiple biometric traits with an order-preserving score fusion algorithm. Neurocomputing 171: 252-261 (2016) - [j14]Yibiao Yang
An empirical investigation into the effect of slice types on slice-based cohesion metrics. Inf. Softw. Technol. 75: 90-104 (2016) - [j13]Yiwen Guo, Xiaoqing Ding, Changsong Liu, Jing-Hao Xue:
Sufficient Canonical Correlation Analysis. IEEE Trans. Image Process. 25(6): 2610-2619 (2016) - [c62]Changsong Liu, Joyce Y. Chai, Nishant Shukla, Song-Chun Zhu:
Task Learning through Visual Demonstration and Situated Dialogue. AAAI Workshop: Symbiotic Cognitive Systems 2016 - [c61]Changsong Liu, Liting Wang:
Face pose normalization and simulation methods based on multi-view face alignment. IMAWM 2016: 1-4 - [c60]Changsong Liu, Shaohua Yang, Sari Saba-Sadiya, Nishant Shukla, Yunzhong He, Song-Chun Zhu, Joyce Yue Chai:
Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration. EMNLP 2016: 1482-1492 - [c59]Shaohua Yang, Qiaozi Gao, Changsong Liu, Caiming Xiong, Song-Chun Zhu, Joyce Y. Chai:
Grounded Semantic Role Labeling. HLT-NAACL 2016: 149-159 - 2015
- [j12]Changsong Liu, Yu Zhang, Baokang Wang, Xiaoqing Ding:
Restoring camera-captured distorted document images. Int. J. Document Anal. Recognit. 18(2): 111-124 (2015) - [j11]Zhiwei Jiang, Xiaoqing Ding, Liangrui Peng, Changsong Liu:
Exploring More Representative States of Hidden Markov Model in Optical Character Recognition: A Clustering-Based Model Pre-Training Approach. Int. J. Pattern Recognit. Artif. Intell. 29(3): 1550014:1-1550014:29 (2015) - [j10]Yanwei Wang, Qiang Fu, Xiaoqing Ding, Changsong Liu:
Importance sampling based discriminative learning for large scale offline handwritten Chinese character recognition. Pattern Recognit. 48(4): 1225-1234 (2015) - [c58]Changsong Liu, Joyce Yue Chai:
Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue. AAAI 2015: 2288-2294 - [c57]Bing Su, Xiaoqing Ding, Changsong Liu, Ying Wu:
Heteroscedastic max-min distance analysis. CVPR 2015: 4539-4547 - [c56]Baokang Wang, Changsong Liu, Xiaoqing Ding:
A scheme for automatic text rectification in real scene images. IMAWM 2015: 94080M - [c55]Haoyu Wang, Changsong Liu, Xiaoqing Ding:
Still-to-video face recognition in unconstrained environments. Image Processing: Machine Vision Applications 2015: 94050O - [c54]Wentao Shen, Yicong Liang, Xiaoqing Ding, Changsong Liu:
Application of Face Verification in Automated Passenger Clearance System. ICPRAM (2) 2015: 227-232 - [c53]Shulan Pan, Yanwei Wang, Changsong Liu, Xiaoqing Ding:
A discriminative cascade CNN model for offline handwritten digit recognition. MVA 2015: 501-504 - [c52]Changsong Liu, Yangyang Zhao, Yibiao Yang
An AST-Based Approach to Classifying Defects. QRS Companion 2015: 14-21 - [c51]Haoyu Wang, Changsong Liu, Xiaoqing Ding:
Regularized Latent Least Squares Regression for Unconstrained Still-to-Video Face Recognition. VISAPP (2) 2015: 13-20 - 2014
- [j9]Yanwei Wang, Xiaoqing Ding, Changsong Liu:
Topic Language Model Adaption for Recognition of Homologous Offline Handwritten Chinese Text Image. IEEE Signal Process. Lett. 21(5): 550-553 (2014) - [c50]Changsong Liu, Lanbo She, Rui Fang, Joyce Y. Chai:
Probabilistic Labeling for Efficient Referential Grounding based on Collaborative Discourse. ACL (2) 2014: 13-18 - [c49]Changting Li, Liangrui Peng, Changsong Liu, Xiaoqing Ding:
On-line signature verification method by Laplacian spectral analysis and dynamic time warping. DRR 2014: 90210S-90210S-10 - [c48]Joyce Y. Chai, Lanbo She, Rui Fang, Spencer Ottarson, Cody Littley, Changsong Liu, Kenneth Hanson:
Collaborative effort towards common ground in situated human-robot dialogue. HRI 2014: 33-40 - [c47]Yanwei Wang, Xin Li, Changsong Liu, Xiaoqing Ding, Youxin Chen:
An MQDF-CNN Hybrid Model for Offline Handwritten Chinese Character Recognition. ICFHR 2014: 246-249 - [c46]Zhiwei Jiang, Xiaoqing Ding, Liangrui Peng, Changsong Liu:
Modified Bootstrap Approach with State Number Optimization for Hidden Markov Model Estimation in Small-Size Printed Arabic Text Line Recognition. MLDM 2014: 437-441 - 2013
- [j8]Changsong Liu, Dongbo Liu:
QoS-oriented Web Service Framework by Mixed Programming Techniques. J. Comput. 8(7): 1763-1770 (2013) - [c45]Baokang Wang, Changsong Liu, Xiaoqing Ding:
A research on Video text tracking and recognition. Imaging and Printing in a Web 2.0 World 2013: 86640G - [c44]Rui Fang, Changsong Liu, Lanbo She, Joyce Y. Chai:
Towards Situated Dialogue: Revisiting Referring Expression Generation. EMNLP 2013: 392-402 - [c43]Bing Su, Xiaoqing Ding, Liangrui Peng, Changsong Liu:
Cross-Language Sensitive Words Distribution Map: A Novel Recognition-Based Document Understanding Method for Uighur and Tibetan. ICDAR 2013: 255-259 - [c42]Yanwei Wang, Changsong Liu, Xiaoqing Ding:
Similar Pattern Discriminant Analysis for Improving Chinese Character Recognition Accuracy. ICDAR 2013: 1056-1060 - [c41]Bing Su, Xiaoqing Ding, Liangrui Peng, Changsong Liu:
A Novel Baseline-independent Feature Set for Arabic Handwriting Recognition. ICDAR 2013: 1250-1254 - [c40]Changsong Liu, Rui Fang, Lanbo She, Joyce Yue Chai:
Modeling Collaborative Referring for Situated Referential Grounding. SIGDIAL Conference 2013: 78-86 - [p1]Changsong Liu, Rui Fang, Joyce Y. Chai:
Shared Gaze in Situated Referential Grounding: An Empirical Study. Eye Gaze in Intelligent User Interfaces 2013: 23-39 - 2012
- [j7]Changsong Liu, Dongbo Liu, Ning Han:
A Novel Web Service Composition Algorithm for Multiple QoS Constraints. J. Softw. 7(8): 1867-1872 (2012) - [c39]Zhen-chao Zhang, Yuan Yan Tang, Changsong Liu, Xiaoqing Ding:
The Derived Kernel Based Recognition Method of Vehicle Type. AMT 2012: 297-306 - [c38]Yanwei Wang, Xiaoqing Ding, Changsong Liu:
Post processing for offline Chinese handwritten character string recognition. DRR 2012: 829709 - [c37]Yuejia Sun, Changsong Liu, Xiaoqing Ding, Zhigang Fan, Francis Tse:
Document image orientation based on both text and image. Imaging and Printing in a Web 2.0 World 2012: 83020U - [c36]Rui Fang, Changsong Liu, Joyce Yue Chai:
Integrating word acquisition and referential grounding towards physical world interaction. ICMI 2012: 109-116 - [c35]Zhiwei Jiang, Xiaoqing Ding, Liangrui Peng, Changsong Liu:
Analyzing the information entropy of states to optimize the number of states in an HMM-based off-line handwritten Arabic word recognizer. ICPR 2012: 697-700 - [c34]Changsong Liu, Rui Fang, Joyce Yue Chai:
Towards Mediating Shared Perceptual Basis in Situated Dialogue. SIGDIAL Conference 2012: 140-149 - 2011
- [j6]Yanwei Wang, Xiaoqing Ding, Changsong Liu:
MQDF Retrained on Selected Sample Set. IEICE Trans. Inf. Syst. 94-D(10): 1933-1936 (2011) - [c33]Changsong Liu, Cheng Yang, Xiaoqing Ding, Jian Fan:
Text extraction from web images. Imaging and Printing in a Web 2.0 World 2011: 78790P - [c32]Yuejia Sun, Changsong Liu, Xiaoqing Ding, Zhigang Fan, Francis Tse:
Automatic picture orientation detection based on classifier combination. Imaging and Printing in a Web 2.0 World 2011: 78790C - [c31]Yangdong Gao, Xiaoqing Ding, Changsong Liu:
A Multi-scale Text Line Segmentation Method in Freestyle Handwritten Documents. ICDAR 2011: 643-647 - [c30]Zhiwei Jiang, Xiaoqing Ding, Changsong Liu, Yanwei Wang:
A Novel Short Merged Off-line Handwritten Chinese Character String Segmentation Algorithm Using Hidden Markov Model. ICDAR 2011: 668-672 - [c29]Hongwei Zhang, Changsong Liu, Cheng Yang, Xiaoqing Ding, Kongqiao Wang:
An Improved Scene Text Extraction Method Using Conditional Random Field and Optical Character Recognition. ICDAR 2011: 708-712 - [c28]Xiang Wan, Changsong Liu, Yanming Zou:
On-line Chinese Character Recognition System for Overlapping Samples. ICDAR 2011: 799-803 - [c27]Yanwei Wang, Xiaoqing Ding, Changsong Liu:
MQDF Discriminative Learning Based Offline Handwritten Chinese Character Recognition. ICDAR 2011: 1100-1104 - 2010
- [j5]Liangrui Peng, Changsong Liu, Xiaoqing Ding, Jianming Jin, Youshou Wu, Hua Wang, Yanhua Bao:
Multi-font printed Mongolian document recognition system. Int. J. Document Anal. Recognit. 13(2): 93-106 (2010) - [c26]Changsong Liu, Jacob Walker, Joyce Y. Chai:
Ambiguities in Spatial Language Understanding in Situated Human Robot Dialogue. AAAI Fall Symposium: Dialog with Robots 2010 - [c25]Meng Zhu, Changsong Liu:
A combined recognition system for online handwritten Pinyin input. DRR 2010: 753411
2000 – 2009
- 2009
- [c24]Liangrui Peng, Changsong Liu, Xiaoqing Ding, Hua Wang, Jianming Jin:
Multi-font printed Mongolian document recognition system. DRR 2009: 72470J - [c23]Xiaolu Shen, Changsong Liu, Xiaoqing Ding:
Text line extraction in free-style document. DRR 2009: 72470L - [c22]Yu Zhang, Changsong Liu, Xiaoqing Ding, Kongqiao Wang:
Restoring warped document image through segmentation and full-page interpolation. DRR 2009: 72470R - [c21]Liting Wang, Xiaoqing Ding, Chi Fang, Changsong Liu, Kongqiao Wang:
Eye blink detection based on eye contour extraction. Image Processing: Algorithms and Systems 2009: 72450 - 2008
- [c20]Yu Zhang, Changsong Liu, Xiaoqing Ding, Yanming Zou:
Arbitrary warped document image restoration based on segmentation and Thin-Plate Splines. ICPR 2008: 1-4 - 2007
- [c19]Junqing Shang, Changsong Liu, Xiaoqing Ding:
OCR result optimization based on pattern matching. DRR 2007: 650009 - 2006
- [c18]Liangrui Peng, Changsong Liu, Xiaoqing Ding, Hua Wang:
Multilingual document recognition research and its application in China. DIAL 2006: 126-132 - [c17]Junqing Shang, Changsong Liu, Xiaoqing Ding:
JBIG2 text image compression based on OCR. DRR 2006: 60670D - [c16]Xianliang Wang, Xiaoqing Ding, Hailong Liu, Changsong Liu:
A new document authentication method by embedding deformation characters. DRR 2006: 60670G - [c15]Zhengbin Yao, Xiaoqing Ding, Changsong Liu:
On-line handwritten Chinese word recognition based on lexicon. ICPR (2) 2006: 320-323 - 2005
- [j4]Xuewen Wang, Xiaoqing Ding, Changsong Liu:
Gabor filters-based feature extraction for character recognition. Pattern Recognit. 38(3): 369-379 (2005) - [c14]Changsong Liu, Xiaoqing Ding:
Automatic style clustering of printed characters in form images. DRR 2005: 175-182 - 2004
- [j3]Yuanxiang Li, Chew Lim Tan, Xiaoqing Ding, Changsong Liu:
Contextual post-processing based on the confusion matrix in offline handwritten Chinese script recognition. Pattern Recognit. 37(9): 1901-1912 (2004) - [c13]Xiaoqing Ding, Di Wen, Liangrui Peng, Changsong Liu:
Document Digitization Technology and Its Application for Digital Library in China. DIAL 2004: 46-53 - 2003
- [c12]Dahai Luan, Changsong Liu, Xiaoqing Ding:
General Chinese document capture system with an improved error-rejecting module. DRR 2003: 257-265 - [c11]Huaigu Cao, Xiaoqing Ding, Changsong Liu:
A Cylindrical Surface Model to Rectify the Bound Document Image. ICCV 2003: 228-233 - [c10]Huaigu Cao, Xiaoqing Ding, Changsong Liu:
Rectifying the Bound Document Image Captured by the Camera: A Model Based Approach. ICDAR 2003: 71-75 - 2002
- [j2]Chi Fang, Changsong Liu, Liangrui Peng, Xiaoqing Ding:
Automatic performance evaluation of printed Chinese character recognition systems. Int. J. Document Anal. Recognit. 4(3): 177-182 (2002) - [c9]Yefeng Zheng
Single-character type identification. Document Recognition and Retrieval 2002: 49-56 - [c8]Xuewen Wang, Xiaoqing Ding, Changsong Liu:
Optimized Gabor Filter Based Feature Extraction for Character Recognition. ICPR (4) 2002: 223-226 - 2001
- [j1]Junliang Xue, Xiaoqing Ding, Changsong Liu, Rui Zhang, Weiwei Qian:
Location and interpretation of destination addresses on handwritten Chinese envelopes. Pattern Recognit. Lett. 22(6/7): 639-656 (2001) - [c7]Xuewen Wang, Xiaoqing Ding, Changsong Liu:
Gray-scale-image-based character recognition algorithm for low-quality and low-resolution images. Document Recognition and Retrieval 2001: 315-322 - [c6]Liangrui Peng, Ming Chen, Changsong Liu, Xiaoqing Ding, Jirong Zheng:
An Automatic Performance Evaluation Method for Document Page Segmentation. ICDAR 2001: 134-137 - [c5]Yefeng Zheng
Form Frame Line Detection with Directional Single-Connected Chain. ICDAR 2001: 699-703 - [c4]Xuewen Wang, Xiaoqing Ding, Changsong Liu:
Character Extraction and Recognition in Natural Scene Images. ICDAR 2001: 1084-1088 - 2000
- [c3]Xuewen Wang, Xiaoqing Ding, Changsong Liu:
Gray-Scale Character Image Recognition Based on Fuzzy DCT Transform Features. ICPR 2000: 2235-2238 - [c2]Jiayong Zhang, Xiaoqing Ding, Changsong Liu:
Multi-Scale Feature Extraction and Nested-Subset Classifier Design for High Accuracy Handwritten Character Recognition. ICPR 2000: 2581-2584
1990 – 1999
- 1999
- [c1]Junliang Xue, Xiaoqing Ding, Changsong Liu, Shiyan Pan, Hongwei Kong:
Destination Address Block Location on Handwritten Chinese Envelope. ICDAR 1999: 737-740
Coauthor Index
[j19] [j18] [c65] [j15] [j13] [j12] [j11] [j10] [c57] [c56] [c55] [c54] [c53] [c51] [j9] [c49] [c47] [c46] [c45] [c43] [c42] [c41] [c39] [c38] [c37] [c35] [j6] [c33] [c32] [c31] [c30] [c29] [c27] [j5] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [j4] [c14] [j3] [c13] [c12] [c11] [c10] [j2] [c9] [c8] [j1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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