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Kecheng Chen

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2020 – today

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2024
[j9]
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Kecheng Chen, Elena Gal, Hong Yan, Haoliang Li:
Domain Generalization with Small Data. Int. J. Comput. Vis. 132(8): 3172-3190 (2024)
[j8]
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  - journals/kais/LiuCSCZGT24
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Ziru Liu, Kecheng Chen, Fengyi Song, Bo Chen, Xiangyu Zhao, Huifeng Guo, Ruiming Tang:
AutoAssign+: Automatic Shared Embedding Assignment in streaming recommendation. Knowl. Inf. Syst. 66(1): 89-113 (2024)
[j7]
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  - journals/tifs/QianCWGJWZ24
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Yaguan Qian, Kecheng Chen, Bin Wang, Zhaoquan Gu, Shouling Ji, Wei Wang, Yanchun Zhang:
Enhancing Transferability of Adversarial Examples Through Mixed-Frequency Inputs. IEEE Trans. Inf. Forensics Secur. 19: 7633-7645 (2024)
[j6]
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Kecheng Chen, Tiexin Qin, Victor Ho-fun Lee, Hong Yan, Haoliang Li:
Learning Robust Shape Regularization for Generalizable Medical Image Segmentation. IEEE Trans. Medical Imaging 43(7): 2693-2706 (2024)
[j5]
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  - journals/tmm/HuangCRSPZ24
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Jiaxin Huang, Kecheng Chen, Yazhou Ren, Jiayu Sun, Xiaorong Pu, Ce Zhu:
Cross-Domain Low-Dose CT Image Denoising With Semantic Preservation and Noise Alignment. IEEE Trans. Multim. 26: 8771-8782 (2024)
[i10]
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  - journals/corr/abs-2402-06150
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Kecheng Chen, Elena Gal, Hong Yan, Haoliang Li:
Domain Generalization with Small Data. CoRR abs/2402.06150 (2024)
[i9]
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  - journals/corr/abs-2410-12191
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Kecheng Chen, Pingping Zhang, Tiexin Qin, Shiqi Wang, Hong Yan, Haoliang Li:
Test-time adaptation for image compression with distribution regularization. CoRR abs/2410.12191 (2024)
2023
[j4]
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  - journals/cbm/HuangCRSWTP23
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Jiaxin Huang, Kecheng Chen, Yazhou Ren, Jiayu Sun, Yanmei Wang, Tao Tao, Xiaorong Pu:
CDDnet: Cross-domain denoising network for low-dose CT image via local and global information alignment. Comput. Biol. Medicine 163: 107219 (2023)
[c9]
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  - conf/icassp/ChenLY23a
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Kecheng Chen, Haoliang Li, Hong Yan:
Cross-Domain Object Classification Via Successive Subspace Alignment. ICASSP 2023: 1-5
[c8]
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  - conf/iceit/LiuGLCZJZ23
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Junxiao Liu, Tianyu Gao, Shu Liang, Kecheng Chen, Junwei Zeng, Fengshi Jing, Jiandong Zhou:
Data-Driven Discriminable Factors Analytics of Teaching Performance Ratings for College Teachers. ICEIT 2023: 223-227
[i8]
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  - journals/corr/abs-2302-13251
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Kecheng Chen, Haoliang Li, Renjie Wan, Hong Yan:
Robust Cross-domain CT Image Reconstruction via Bayesian Noise Uncertainty Alignment. CoRR abs/2302.13251 (2023)
[i7]
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  - journals/corr/abs-2308-06965
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Ziru Liu, Kecheng Chen, Fengyi Song, Bo Chen, Xiangyu Zhao, Huifeng Guo, Ruiming Tang:
AutoAssign+: Automatic Shared Embedding Assignment in Streaming Recommendation. CoRR abs/2308.06965 (2023)
[i6]
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  - journals/corr/abs-2310-03260
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Kecheng Chen, Kenichi Soga, Patrick F. Dobson, Peter S. Nico:
Application Potential of a Hybrid Ground Source Heat Pump Array for the UC Berkeley Campus Business and Law Node Energy System: A Preliminary Study. CoRR abs/2310.03260 (2023)
[i5]
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  - journals/corr/abs-2310-07076
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Kecheng Chen, Hiroshi Kogi, Kenichi Soga:
Deformation Monitoring of Tunnel using Phase-based Motion Magnification and Optical Flow. CoRR abs/2310.07076 (2023)
2022
[j3]
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  - journals/cbm/PuYCMZR22
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Xiaorong Pu, Peng Yi, Kecheng Chen, Zhaoqi Ma, Di Zhao, Yazhou Ren:
EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer. Comput. Biol. Medicine 151(Part): 106248 (2022)
[j2]
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  - journals/tgrs/ChenPRQLZ22
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Kecheng Chen, Xiaorong Pu, Yazhou Ren, Hang Qiu, Fanqiang Lin, Saimin Zhang:
TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal With Signal-to-Image Transformation. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022)
[c7]
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  - conf/icip/HuangCSP022
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Jiaxin Huang, Kecheng Chen, Jiayu Sun, Xiaorong Pu, Yazhou Ren:
Cross Domain Low-Dose CT Image Denoising With Semantic Information Alignment. ICIP 2022: 4228-4232
[c6]
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  - conf/iconip/WangZWCPL022
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Mengjie Wang, Yuxin Zhu, Xiaoyu Wei, Kecheng Chen, Xiaorong Pu, Chao Li, Yazhou Ren:
ClusterUDA: Latent Space Clustering in Unsupervised Domain Adaption for Pulmonary Nodule Detection. ICONIP (6) 2022: 446-457
2021
[j1]
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  - journals/simulation/XieCKY21
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Jiabin Xie, Kecheng Chen, Trevor Hocksun Kwan, Qing-He Yao:
Numerical simulation of the fire emergency evacuation for a metro platform accident. Simul. 97(1) (2021)
[c5]
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  - conf/mm/ChenL0SP21
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Kecheng Chen, Kun Long, Yazhou Ren, Jiayu Sun, Xiaorong Pu:
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection. ACM Multimedia 2021: 3283-3292
[i4]
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  - journals/corr/abs-2103-00081
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Xiang Sun, Kenichi Soga, Alp Cinar, Zhenxiang Su, Kecheng Chen, Krishna Kumar, Patrick F. Dobson, Peter S. Nico:
An HPC-Based Hydrothermal Finite Element Simulator for Modeling Underground Response to Community-Scale Geothermal Energy Production. CoRR abs/2103.00081 (2021)
[i3]
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  - journals/corr/abs-2104-08845
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Kecheng Chen, Kun Long, Yazhou Ren, Jiayu Sun, Xiaorong Pu:
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection. CoRR abs/2104.08845 (2021)
[i2]
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  - journals/corr/abs-2105-07146
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Kecheng Chen, Jiayu Sun, Jiang Shen, Jixiang Luo, Xinyu Zhang, Xuelin Pan, Dongsheng Wu, Yue Zhao, Miguel Bento, Yazhou Ren, Xiaorong Pu:
RIDnet: Radiologist-Inspired Deep Neural Network for Low-dose CT Denoising. CoRR abs/2105.07146 (2021)
[i1]
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  - journals/corr/abs-2109-04235
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Peng Yi, Kecheng Chen, Zhaoqi Ma, Di Zhao, Xiaorong Pu, Yazhou Ren:
EEGDnet: Fusing Non-Local and Local Self-Similarity for 1-D EEG Signal Denoising with 2-D Transformer. CoRR abs/2109.04235 (2021)
2020
[c4]
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  - conf/iconip/ChenP0QLS20
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Kecheng Chen, Xiaorong Pu, Yazhou Ren, Hang Qiu, Haoliang Li, Jiayu Sun:
Low-Dose CT Image Blind Denoising with Graph Convolutional Networks. ICONIP (1) 2020: 423-435
[c3]
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  - conf/isicdm/ChenHS0P20
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Kecheng Chen, Jiaxin Huang, Jiayu Sun, Yazhou Ren, Xiaorong Pu:
Task-Driven Deep Learning for LDCT Image Denoising. ISICDM 2020: 35-39

2010 – 2019

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2019
[c2]
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  - conf/dasc/PuLCXLP19
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Xiaorong Pu, Kun Long, Kecheng Chen, Mei Xie, Jiancheng Lv, Dezhong Peng:
A Semantic-Based Short-Text Fast Clustering Method on Hotline Records in Chengdu. DASC/PiCom/DataCom/CyberSciTech 2019: 516-521
[c1]
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  - conf/hci/HeCZLCG19
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Chenyi He, Nan Chen, Minjuan Zhou, Hui Li, Kecheng Chen, Daisong Guan:
Improving Mobile News Reading Experience for Chinese Users: An User Interview and Eye Tracking Study. HCI (20) 2019: 395-412

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