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Invertible Sharpening Network for MRI Reconstruction Enhancement



Siyuan Dong , Eric Z. Chen , Lin Zhao , Xiao Chen , Yikang Liu , Terrence Chen , Shanhui Sun

* Accepted by MICCAI 2022 

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EGR: Equivariant Graph Refinement and Assessment of 3D Protein Complex Structures



Alex Morehead , Xiao Chen , Tianqi Wu , Jian Liu , Jianlin Cheng

* 18 pages, 3 figures, and 8 tables. Under review 

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DProQ: A Gated-Graph Transformer for Protein Complex Structure Assessment



Xiao Chen , Alex Morehead , Jian Liu , Jianlin Cheng

* 18 pages, 3 figures, 13 tables. Under review 

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DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs



Jialun Cao , Meiziniu Li , Xiao Chen , Ming Wen , Yongqiang Tian , Bo Wu , Shing-Chi Cheung

* Accepted by ICSE 2022. 11 pages for main content, 2 pages for reference 

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Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation



Xiao Chen , Chad Zanocco , June Flora , Ram Rajagopal

* forthcoming in Applied Energy 

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CorrectSpeech: A Fully Automated System for Speech Correction and Accent Reduction



Daxin Tan , Liqun Deng , Nianzu Zheng , Yu Ting Yeung , Xin Jiang , Xiao Chen , Tan Lee

* Submitted to Interspeech 2022 

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Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning



Tao Huang , Jiachen Wang , Xiao Chen


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bert2BERT: Towards Reusable Pretrained Language Models



Cheng Chen , Yichun Yin , Lifeng Shang , Xin Jiang , Yujia Qin , Fengyu Wang , Zhi Wang , Xiao Chen , Zhiyuan Liu , Qun Liu


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Efficient, Interpretable Atomistic Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy Prediction



Tim Hsu , Nathan Keilbart , Stephen Weitzner , James Chapman , Penghao Xiao , Tuan Anh Pham , S. Roger Qiu , Xiao Chen , Brandon C. Wood


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