Chenyu You

According to our database, Chenyu You authored at least 76 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Flow-based Truncated Denoising Diffusion Model for super-resolution Magnetic Resonance Spectroscopic Imaging.

Siyuan Dong, Zhuotong Cai, Gilbert Hangel, Wolfgang Bogner, Georg Widhalm, Yaqing Huang, Qinghao Liang, Chenyu You, Chathura Kumaragamage, Robert K. Fulbright, Amit Mahajan, Amin Karbasi, John A. Onofrey, Robin A. de Graaf, James S. Duncan

Medical Image Anal., 2025

2024

Medical image registration via neural fields.

Shanlin Sun, Kun Han, Chenyu You, Hao Tang, Deying Kong, Junayed Naushad, Xiangyi Yan, Haoyu Ma, Pooya Khosravi, James S. Duncan, Xiaohui Xie

Medical Image Anal., 2024

Buckle Up: Robustifying LLMs at Every Customization Stage via Data Curation.

Xiaoqun Liu, Jiacheng Liang, Luoxi Tang, Chenyu You, Muchao Ye, Zhaohan Xi

CoRR, 2024

Multi-Relational Structural Entropy.

Yuwei Cao, Hao Peng, Angsheng Li, Chenyu You, Zhifeng Hao, Philip S. Yu

CoRR, 2024

Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation.

Xiaoshuang Huang, Hongxiang Li, Meng Cao, Long Chen, Chenyu You, Dong An

CoRR, 2024

AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation.

Xiangyi Yan, Shanlin Sun, Kun Han, Thanh-Tung Le, Haoyu Ma, Chenyu You, Xiaohui Xie

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane.

Kun Han, Shanlin Sun, Thanh-Tung Le, Xiangyi Yan, Haoyu Ma, Chenyu You, Xiaohui Xie

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP.

Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration.

Xiaoran Zhang, Daniel H. Pak, Shawn S. Ahn, Xiaoxiao Li, Chenyu You, Lawrence H. Staib, Albert J. Sinusas, Alexandra L. N. Wong, James S. Duncan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects.

Chunming He, Kai Li, Yachao Zhang, Yulun Zhang, Chenyu You, Zhenhua Guo, Xiu Li, Martin Danelljan, Fisher Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations.

Chenyu You, Yifei Min, Weicheng Dai, Jasjeet S. Sekhon, Lawrence H. Staib, James S. Duncan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A medical multimodal large language model for future pandemics.

Fenglin Liu, Tingting Zhu, Xian Wu, Bang Yang, Chenyu You, Chenyang Wang, Lei Lu, Zhangdaihong Liu, Yefeng Zheng, Xu Sun, Yang Yang, Lei A. Clifton, David A. Clifton

npj Digit. Medicine, 2023

Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images.

Xiaoran Zhang, Daniel H. Pak, Shawn S. Ahn, Xiaoxiao Li, Chenyu You, Lawrence H. Staib, Albert J. Sinusas, Alexandra L. N. Wong, James S. Duncan

CoRR, 2023

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.

Chunming He, Chengyu Fang, Yulun Zhang, Kai Li, Longxiang Tang, Chenyu You, Fengyang Xiao, Zhenhua Guo, Xiu Li

CoRR, 2023

LLMRec: Benchmarking Large Language Models on Recommendation Task.

Junling Liu, Chao Liu, Peilin Zhou, Qichen Ye, Dading Chong, Kang Zhou, Yueqi Xie, Yuwei Cao, Shoujin Wang, Chenyu You, Philip S. Yu

CoRR, 2023

Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction.

Shanlin Sun, Thanh-Tung Le, Chenyu You, Hao Tang, Kun Han, Haoyu Ma, Deying Kong, Xiangyi Yan, Xiaohui Xie

CoRR, 2023

Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation.

Yuwei Cao, Liangwei Yang, Chen Wang, Zhiwei Liu, Hao Peng, Chenyu You, Philip S. Yu

CoRR, 2023

Bridge the Gap between Language models and Tabular Understanding.

Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Chenyu You, Jianhui Chang, Daxin Jiang, Jia Li

CoRR, 2023

Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.

Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, Xiaoran Zhang, Chen Feng, David A. Clifton, S. Kevin Zhou, Lawrence Hamilton Staib, James S. Duncan

CoRR, 2023

Representation Recovering for Self-Supervised Pre-training on Medical Images.

Xiangyi Yan, Junayed Naushad, Shanlin Sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Diffeomorphic Image Registration with Neural Velocity Field.

Kun Han, Shanlin Sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation.

Yuwei Cao, Liangwei Yang, Chen Wang, Zhiwei Liu, Hao Peng, Chenyu You, Philip S. Yu

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.

Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, David A. Clifton, S. Kevin Zhou, Lawrence H. Staib, James S. Duncan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset.

Junling Liu, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu, Michael Lingzhi Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fast Reconstruction for Deep Learning PET Head Motion Correction.

Tianyi Zeng, Jiazhen Zhang, Eléonore V. Lieffrig, Zhuotong Cai, Fuyao Chen, Chenyu You, Mika Naganawa, Yihuan Lu, John A. Onofrey

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast.

Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, Jasjeet S. Sekhon, James S. Duncan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts.

Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, James S. Duncan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation.

Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James S. Duncan, Xiaohui Xie

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Pre-trained Diffusion Models for Plug-and-Play Medical Image Enhancement.

Jun Ma, Yuanzhi Zhu, Chenyu You, Bo Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation.

Kun Han, Yifeng Xiong, Chenyu You, Pooya Khosravi, Shanlin Sun, Xiangyi Yan, James S. Duncan, Xiaohui Xie

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Cross-Attention for Improved Motion Correction in Brain PET.

Zhuotong Cai, Tianyi Zeng, Eléonore V. Lieffrig, Jiazhen Zhang, Fuyao Chen, Takuya Toyonaga, Chenyu You, Jingmin Xin, Nanning Zheng, Yihuan Lu, James S. Duncan, John A. Onofrey

Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023

Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-Aware Contrastive Distillation.

Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, James S. Duncan

Proceedings of the Information Processing in Medical Imaging, 2023

Attention Calibration for Transformer-based Sequential Recommendation.

Peilin Zhou, Qichen Ye, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Chenyu You, Sunghun Kim

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Unsupervised Domain Adaptation by Cross-Prototype Contrastive Learning for Medical Image Segmentation.

Zhuotong Cai, Jingmin Xin, Siyuan Dong, Chenyu You, Peiwen Shi, Tianyi Zeng, Jiazhen Zhang, John A. Onofrey, Nanning Zheng, James S. Duncan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels.

Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You, Bing Yin, Yuexian Zou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Large Language Models Are Partially Primed in Pronoun Interpretation.

Suet-Ying Lam, Qingcheng Zeng, Kexun Zhang, Chenyu You, Rob Voigt

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation.

Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence H. Staib, James S. Duncan

IEEE Trans. Medical Imaging, 2022

Aligning Source Visual and Target Language Domains for Unpaired Video Captioning.

Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Reliable adaptive edge-cloud collaborative DNN inference acceleration scheme combining computing and communication resources in optical networks.

Shan Yin, Yurong Jiao, Chenyu You, Mengru Cai, Tianyu Jin, Shanguo Huang

JOCN, 2022

Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels.

Chenyu You, Weicheng Dai, Fenglin Liu, Haoran Su, Xiaoran Zhang, Lawrence H. Staib, James S. Duncan

CoRR, 2022

Exploring and Exploiting Multi-Granularity Representations for Machine Reading Comprehension.

Nuo Chen, Chenyu You

CoRR, 2022

MIRNF: Medical Image Registration via Neural Fields.

Shanlin Sun, Kun Han, Deying Kong, Chenyu You, Xiaohui Xie

CoRR, 2022

Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation.

Chenyu You, Weicheng Dai, Lawrence H. Staib, James S. Duncan

CoRR, 2022

Class-Aware Generative Adversarial Transformers for Medical Image Segmentation.

Chenyu You, Ruihan Zhao, Fenglin Liu, Sandeep Chinchali, Ufuk Topcu, Lawrence H. Staib, James S. Duncan

CoRR, 2022

MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution.

Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Learning Correspondences of Cardiac Motion from Images Using Biomechanics-Informed Modeling.

Xiaoran Zhang, Chenyu You, Shawn S. Ahn, Juntang Zhuang, Lawrence H. Staib, James S. Duncan

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Class-Aware Adversarial Transformers for Medical Image Segmentation.

Chenyu You, Ruihan Zhao, Fenglin Liu, Siyuan Dong, Sandeep Chinchali, Ufuk Topcu, Lawrence H. Staib, James S. Duncan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions.

Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

End-to-end Spoken Conversational Question Answering: Task, Dataset and Model.

Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Momentum Contrastive Voxel-Wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation.

Chenyu You, Ruihan Zhao, Lawrence H. Staib, James S. Duncan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation.

Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John A. Onofrey, Lawrence H. Staib, James S. Duncan

Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

Flow-Based Visual Quality Enhancer for Super-Resolution Magnetic Resonance Spectroscopic Imaging.

Siyuan Dong, Gilbert Hangel, Eric Z. Chen, Shanhui Sun, Wolfgang Bogner, Georg Widhalm, Chenyu You, John A. Onofrey, Robin A. de Graaf, James S. Duncan

Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022

Multi-scale Super-Resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness.

Siyuan Dong, Gilbert Hangel, Wolfgang Bogner, Georg Widhalm, Karl Rössler, Siegfried Trattnig, Chenyu You, Robin A. de Graaf, John A. Onofrey, James S. Duncan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Graph-in-Graph Network for Automatic Gene Ontology Description Generation.

Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Adelaide Woicik, Sheng Wang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

KerGNNs: Interpretable Graph Neural Networks with Graph Kernels.

Aosong Feng, Chenyu You, Shiqiang Wang, Leandros Tassiulas

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Good Students Play Big Lottery Better.

Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang

CoRR, 2021

Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation.

Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering.

Chenyu You, Nuo Chen, Yuexian Zou

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Semantic Transportation Prototypical Network for Few-Shot Intent Detection.

Weiyuan Xu, Peilin Zhou, Chenyu You, Yuexian Zou

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Self-Supervised Dialogue Learning for Spoken Conversational Question Answering.

Nuo Chen, Chenyu You, Yuexian Zou

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

sBiLSAN: Stacked Bidirectional Self-attention LSTM Network for Anomaly Detection and Diagnosis from System Logs.

Chenyu You, Qiwen Wang, Chao Sun

Proceedings of the Intelligent Systems and Applications, 2021

MRD-Net: Multi-Modal Residual Knowledge Distillation for Spoken Question Answering.

Chenyu You, Nuo Chen, Yuexian Zou

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Undistillable: Making A Nasty Teacher That CANNOT teach students.

Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang

Proceedings of the 9th International Conference on Learning Representations, 2021

Knowledge Distillation for Improved Accuracy in Spoken Question Answering.

Chenyu You, Nuo Chen, Yuexian Zou

Proceedings of the IEEE International Conference on Acoustics, 2021

Adaptive Bi-Directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension.

Nuo Chen, Fenglin Liu, Chenyu You, Peilin Zhou, Yuexian Zou

Proceedings of the IEEE International Conference on Acoustics, 2021

Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering.

Chenyu You, Nuo Chen, Yuexian Zou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE).

Chenyu You, Wenxiang Cong, Michael W. Vannier, Punam K. Saha, Eric A. Hoffman, Ge Wang, Guang Li, Yi Zhang, Xiaoliu Zhang, Hongming Shan, Mengzhou Li, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang

IEEE Trans. Medical Imaging, 2020

NuSeT: A deep learning tool for reliably separating and analyzing crowded cells.

Linfeng Yang, Rajarshi P. Ghosh, J. Matthew Franklin, Simon B. Chen, Chenyu You, Raja R. Narayan, Marc L. Melcher, Jan T. Liphardt

PLoS Comput. Biol., 2020

Towards Data Distillation for End-to-end Spoken Conversational Question Answering.

Chenyu You, Nuo Chen, Fenglin Liu, Dongchao Yang, Yuexian Zou

CoRR, 2020

Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-domain Liver Segmentation.

Chenyu You, Junlin Yang, Julius Chapiro, James S. Duncan

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Deep learning based high-resolution reconstruction of trabecular bone microstructures from low-resolution CT scans using GAN-CIRCLE.

Indranil Guha, Syed Ahmed Nadeem, Chenyu You, Xiaoliu Zhang, Steven M. Levy, Ge Wang, James C. Torner, Punam K. Saha

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

2018

Low-Dose CT via Deep CNN with Skip Connection and Network in Network.

Chenyu You, Linfeng Yang, Yi Zhang, Jan T. Liphardt, Ge Wang

CoRR, 2018

CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE).

Chenyu You, Yi Zhang, Xiaoliu Zhang, Guang Li, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang, Wenxiang Cong, Punam K. Saha, Ge Wang

CoRR, 2018

Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising.

Chenyu You, Qingsong Yang, Hongming Shan, Lars Gjesteby, Guang Li, Shenghong Ju, Zhuiyang Zhang, Zhen Zhao, Yi Zhang, Wenxiang Cong, Ge Wang

CoRR, 2018

Structurally-Sensitive Multi-Scale Deep Neural Network for Low-Dose CT Denoising.

Chenyu You, Qingsong Yang, Hongming Shan, Lars Gjesteby, Guang Li, Shenghong Ju, Zhuiyang Zhang, Zhen Zhao, Yi Zhang, Wenxiang Cong, Ge Wang

IEEE Access, 2018

2016

Identification of Power Line Outages Based on PMU Measurements and Sparse Overcomplete Representation.

Long Cheng, Chenyu You, Liguo Chen

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016