Liyue Shen - RankMe

65 papers A* 11A 4Journal 44Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Benchmarking Uncertainty Quantification of Plug-and-Play Diffusion Priors for Inverse Problems Solving. CoRR Xiaoyu Qiu, Taewon Yang, Zhanhao Liu, Guanyang Wang, Liyue Shen
2026	J	`jnl`	Nodule-Aligned Latent Space Learning with LLM-Driven Multimodal Diffusion for Lung Nodule Progression Prediction. CoRR James Song, Yifan Wang, Chuan Zhou, Liyue Shen
2026	J	`jnl`	REMIND: Rethinking Medical High-Modality Learning under Missingness-A Long-Tailed Distribution Perspective. CoRR Chenwei Wu, Zitao Shuai, Liyue Shen
2026	J	`jnl`	Weak Diffusion Priors Can Still Achieve Strong Inverse-Problem Performance. CoRR Jing Jia, Wei Yuan, Sifan Liu, Liyue Shen, Guanyang Wang
2025	J	`jnl`	Antithetic Noise in Diffusion Models. CoRR Jing Jia, Sifan Liu, Bowen Song, Wei Yuan, Liyue Shen, Guanyang Wang
2025	J	`jnl`	CCS: Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation. CoRR Bowen Song, Zecheng Zhang, Zhaoxu Luo, Jason Hu, Wei Yuan, Jing Jia, Zhengxu Tang, Guanyang Wang, Liyue Shen
2025	J	`jnl`	Distributionally Robust Alignment for Medical Federated Vision-Language Pre-training Under Data Heterogeneity. Trans. Mach. Learn. Res. Zitao Shuai, Chenwei Wu, Zhengxu Tang, Liyue Shen
2025	A*	`conf`	Dynamic Modeling of Patients, Modalities and Tasks via Multi-modal Multi-task Mixture of Experts. ICLR Chenwei Wu, Zitao Shuai, Zhengxu Tang, Luning Wang, Liyue Shen
2025	J	`jnl`	Local Patches Meet Global Context: Scalable 3D Diffusion Priors for Computed Tomography Reconstruction. CoRR Taewon Yang, Jason Hu, Jeffrey A. Fessler, Liyue Shen
2025	J	`jnl`	Part-aware Prompted Segment Anything Model for Adaptive Segmentation. Trans. Mach. Learn. Res. Chenhui Zhao, Liyue Shen
2025	J	`jnl`	ST-NeRP: Spatial-temporal neural representation learning with prior embedding for patient-specific imaging study. Comput. Biol. Medicine Liang Qiu, Liyue Shen, Lianli Liu, Junyan Liu, Yizheng Chen, Lei Xing
2025	—	`conf`	Single-Spoke Motion-Compensated Dynamic 3D MRI Reconstruction via Neural Representation. MICCAI (16) Lixuan Chen, James M. Balter, Liyue Shen, Jeong Joon Park
2025	A	`conf`	TempA-VLP: Temporal-Aware Vision-Language Pretraining for Longitudinal Exploration in Chest X-Ray Image. WACV Zhuoyi Yang, Liyue Shen
2025	J	`jnl`	Test-Time Adaptation Improves Inverse Problem Solving With Patch-Based Diffusion Models. IEEE Trans. Computational Imaging Jason Hu, Bowen Song, Jeffrey A. Fessler, Liyue Shen
2024	J	`jnl`	Accelerated Wirtinger Flow With Score-Based Image Priors for Holographic Phase Retrieval in Poisson-Gaussian Noise Conditions. IEEE Trans. Computational Imaging Zongyu Li, Jason Hu, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler
2024	J	`jnl`	AgrAmplifier: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification. IEEE Trans. Inf. Forensics Secur. Zirui Gong, Liyue Shen, Yanjun Zhang, Leo Yu Zhang, Jingwei Wang, Guangdong Bai, Yong Xiang
2024	—	`conf`	CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems. ECCV (48) Jiankun Zhao, Bowen Song, Liyue Shen
2024	J	`jnl`	CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems. CoRR Jiankun Zhao, Bowen Song, Liyue Shen
2024	A*	`conf`	DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction. NeurIPS Bowen Song, Jason Hu, Zhaoxu Luo, Jeffrey A. Fessler, Liyue Shen
2024	J	`jnl`	DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction. CoRR Bowen Song, Jason Hu, Zhaoxu Luo, Jeffrey A. Fessler, Liyue Shen
2024	—	`conf`	Efficient In-Context Medical Segmentation with Meta-Driven Visual Prompt Selection. MICCAI (9) Chenwei Wu, David S. Restrepo, Zitao Shuai, Zhongming Liu, Liyue Shen
2024	J	`jnl`	Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection. CoRR Chenwei Wu, David S. Restrepo, Zitao Shuai, Zhongming Liu, Liyue Shen
2024	J	`jnl`	Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing. CoRR Zitao Shuai, Chenwei Wu, Zhengxu Tang, Bowen Song, Liyue Shen
2024	J	`jnl`	Latent Space Disentanglement in Diffusion Transformers Enables Zero-shot Fine-grained Semantic Editing. CoRR Zitao Shuai, Chenwei Wu, Zhengxu Tang, Bowen Song, Liyue Shen
2024	A*	`conf`	Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems. NeurIPS Jason Hu, Bowen Song, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler
2024	J	`jnl`	Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems. CoRR Jason Hu, Bowen Song, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler
2024	J	`jnl`	Mitigating Heterogeneity in Federated Multimodal Learning with Biomedical Vision-Language Pre-training. CoRR Zitao Shuai, Liyue Shen
2024	J	`jnl`	NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction. IEEE Trans. Neural Networks Learn. Syst. Liyue Shen, John M. Pauly, Lei Xing
2024	J	`jnl`	Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation. CoRR Chenhui Zhao, Liyue Shen
2024	J	`jnl`	Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems. CoRR Jason Hu, Bowen Song, Jeffrey A. Fessler, Liyue Shen
2024	A*	`conf`	Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience. WWW Yanjun Zhang, Ruoxi Sun, Liyue Shen, Guangdong Bai, Minhui Xue, Mark Huasong Meng, Xue Li, Ryan K. L. Ko, Surya Nepal
2024	J	`jnl`	ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study. CoRR Liang Qiu, Liyue Shen, Lianli Liu, Junyan Liu, Yizheng Chen, Lei Xing
2024	J	`jnl`	SatDiffMoE: A Mixture of Estimation Method for Satellite Image Super-resolution with Latent Diffusion Models. CoRR Zhaoxu Luo, Bowen Song, Liyue Shen
2024	A*	`conf`	Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency. ICLR Bowen Song, Soo Min Kwon, Zecheng Zhang, Xinyu Hu, Qing Qu, Liyue Shen
2024	A*	`conf`	The Emergence of Reproducibility and Consistency in Diffusion Models. ICML Huijie Zhang, Jinfan Zhou, Yifu Lu, Minzhe Guo, Peng Wang, Liyue Shen, Qing Qu
2023	J	`jnl`	AGRAMPLIFIER: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification. CoRR Zirui Gong, Liyue Shen, Yanjun Zhang, Leo Yu Zhang, Jingwei Wang, Guangdong Bai, Yong Xiang
2023	J	`jnl`	AWFSD: Accelerated Wirtinger Flow with Score-based Diffusion Image Prior for Poisson-Gaussian Holographic Phase Retrieval. CoRR Zongyu Li, Jason Hu, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler
2023	A*	`conf`	AgrEvader: Poisoning Membership Inference against Byzantine-robust Federated Learning. WWW Yanjun Zhang, Guangdong Bai, Mahawaga Arachchige Pathum Chamikara, Mengyao Ma, Liyue Shen, Jingwei Wang, Surya Nepal, Minhui Xue, Long Wang, Joseph K. Liu
2023	J	`jnl`	Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging. IEEE Trans. Medical Imaging Rui Yan, Liangqiong Qu, Qingyue Wei, Shih-Cheng Huang, Liyue Shen, Daniel L. Rubin, Lei Xing, Yuyin Zhou
2023	A	`conf`	PINER: Prior-informed Implicit Neural Representation Learning for Test-time Adaptation in Sparse-view CT Reconstruction. WACV Bowen Song, Liyue Shen, Lei Xing
2023	J	`jnl`	Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency. CoRR Bowen Song, Soo Min Kwon, Zecheng Zhang, Xinyu Hu, Qing Qu, Liyue Shen
2023	J	`jnl`	The Emergence of Reproducibility and Consistency in Diffusion Models. CoRR Huijie Zhang, Jinfan Zhou, Yifu Lu, Minzhe Guo, Liyue Shen, Qing Qu
2022	J	`jnl`	A geometry-informed deep learning framework for ultra-sparse 3D tomographic image reconstruction. Comput. Biol. Medicine Liyue Shen, Wei Zhao, Dante Capaldi, John M. Pauly, Lei Xing
2022	A	`conf`	Better Together: Attaining the Triad of Byzantine-robust Federated Learning via Local Update Amplification. ACSAC Liyue Shen, Yanjun Zhang, Jingwei Wang, Guangdong Bai
2022	J	`jnl`	Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging. CoRR Rui Yan, Liangqiong Qu, Qingyue Wei, Shih-Cheng Huang, Liyue Shen, Daniel L. Rubin, Lei Xing, Yuyin Zhou
2022	J	`jnl`	Novel-view X-ray projection synthesis through geometry-integrated deep learning. Medical Image Anal. Liyue Shen, Lequan Yu, Wei Zhao, John M. Pauly, Lei Xing
2022	A*	`conf`	Solving Inverse Problems in Medical Imaging with Score-Based Generative Models. ICLR Yang Song, Liyue Shen, Lei Xing, Stefano Ermon
2021	J	`jnl`	A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction. CoRR Liyue Shen, Wei Zhao, Dante Capaldi, John M. Pauly, Lei Xing
2021	J	`jnl`	A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021. CoRR Fabian Falck, Yuyin Zhou, Emma Rocheteau, Liyue Shen, Luis Oala, Girmaw Abebe, Subhrajit Roy, Stephen Pfohl, Emily Alsentzer, Matthew B. A. McDermott
2021	J	`jnl`	Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation. IEEE Trans. Medical Imaging Hyunseok Seo, Lequan Yu, Hongyi Ren, Xiaomeng Li, Liyue Shen, Lei Xing
2021	A*	`conf`	GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition. ICCV Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren, Serena Yeung
2021	—	`conf`	Machine Learning for Health (ML4H) 2021. ML4H@NeurIPS Subhrajit Roy, Stephen Pfohl, Girmaw Abebe Tadesse, Luis Oala, Fabian Falck, Yuyin Zhou, Liyue Shen, Ghada Zamzmi, Purity Mugambi, Ayah Zirikly, Matthew B. A. McDermott, Emily Alsentzer
2021	—	`ed.`	Machine Learning for Health, ML4H@NeurIPS 2021, 04 December 2021, Virtual Event. ML4H@NeurIPS Subhrajit Roy, Stephen Pfohl, Emma Rocheteau, Girmaw Abebe Tadesse, Luis Oala, Fabian Falck, Yuyin Zhou, Liyue Shen, Ghada Zamzmi, Purity Mugambi, Ayah Zirikly, Matthew B. A. McDermott, Emily Alsentzer
2021	J	`jnl`	Multi-Domain Image Completion for Random Missing Input Data. IEEE Trans. Medical Imaging Liyue Shen, Wentao Zhu, Xiaosong Wang, Lei Xing, John M. Pauly, Baris Turkbey, Stephanie Anne Harmon, Thomas Hogue Sanford, Sherif Mehralivand, Peter L. Choyke, Bradford J. Wood, Daguang Xu
2021	J	`jnl`	NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction. CoRR Liyue Shen, John M. Pauly, Lei Xing
2021	J	`jnl`	Solving Inverse Problems in Medical Imaging with Score-Based Generative Models. CoRR Yang Song, Liyue Shen, Lei Xing, Stefano Ermon
2020	J	`jnl`	Multi-Domain Image Completion for Random Missing Input Data. CoRR Liyue Shen, Wentao Zhu, Xiaosong Wang, Lei Xing, John M. Pauly, Baris Turkbey, Stephanie Anne Harmon, Thomas Hogue Sanford, Sherif Mehralivand, Peter L. Choyke, Bradford J. Wood, Daguang Xu
2019	J	`jnl`	A Mean-Field Theory for Kernel Alignment with Random Features in Generative Adversarial Networks. CoRR Masoud Badiei Khuzani, Liyue Shen, Shahin Shahrampour, Lei Xing
2019	—	`conf`	Automatic marker-free target positioning and tracking for image-guided radiotherapy and interventions. Image-Guided Procedures Wei Zhao, Liyue Shen, Yan Wu, Bin Han, Yong Yang, Lei Xing
2018	J	`jnl`	Deep Learning with Attention to Predict Gestational Age of the Fetal Brain. CoRR Liyue Shen, Katie S. Shpanskaya, Edward H. Lee, Emily McKenna, Maryam Maleki, Quin Lu, Safwan Halabi, John M. Pauly, Kristen W. Yeom
2018	A	`conf`	Scaling Human-Object Interaction Recognition Through Zero-Shot Learning. WACV Liyue Shen, Serena Yeung, Judy Hoffman, Greg Mori, Li Fei-Fei
2017	A*	`conf`	Learning to Learn from Noisy Web Videos. CVPR Serena Yeung, Vignesh Ramanathan, Olga Russakovsky, Liyue Shen, Greg Mori, Li Fei-Fei
2017	J	`jnl`	Learning to Learn from Noisy Web Videos. CoRR Serena Yeung, Vignesh Ramanathan, Olga Russakovsky, Liyue Shen, Greg Mori, Li Fei-Fei
2015	J	`jnl`	Person Re-identification Meets Image Search. CoRR Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jiahao Bu, Qi Tian
2015	A*	`conf`	Scalable Person Re-identification: A Benchmark. ICCV Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, Qi Tian