Yuyin Zhou - RankMe

197 papers A* 30A 1Journal 133Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A comprehensive analysis of Mamba for 3D volumetric medical image segmentation. Pattern Recognit. Chaohan Wang, Yutong Xie, Qi Chen, Yuyin Zhou, Qi Wu
2026	J	`jnl`	Controllable Layered Image Generation for Real-World Editing. CoRR Jinrui Yang, Qing Liu, Yijun Li, Mengwei Ren, Letian Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou
2026	—	`ed.`	Emerging LLM/LMM Applications in Medical Imaging - First International Workshop, ELAMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings ELAMI@MICCAI Hien Van Nguyen, Akash Awasthi, Vishal M. Patel, T. Hoang Ngan Le, Yuyin Zhou, Sheng Liu, S. Kevin Zhou
2026	J	`jnl`	EntropyPrune: Matrix Entropy Guided Visual Token Pruning for Multimodal Large Language Models. CoRR Yahong Wang, Juncheng Wu, Zhangkai Ni, Chengmei Yang, Yihang Liu, Longzhen Yang, Yuyin Zhou, Ying Wen, Lianghua He
2026	J	`jnl`	Exploring the Vulnerabilities of Federated Learning: A Deep Dive Into Gradient Inversion Attacks. IEEE Trans. Pattern Anal. Mach. Intell. Pengxin Guo, Runxi Wang, Shuang Zeng, Jinjing Zhu, Haoning Jiang, Yanran Wang, Yuyin Zhou, Feifei Wang, Hui Xiong, Liangqiong Qu
2026	J	`jnl`	Kestrel: Grounding Self-Refinement for LVLM Hallucination Mitigation. CoRR Jiawei Mao, Hardy Chen, Haoqin Tu, Yuhan Wang, Letian Zhang, Zeyu Zheng, Huaxiu Yao, Zirui Wang, Cihang Xie, Yuyin Zhou
2026	J	`jnl`	MetaClaw: Just Talk - An Agent That Meta-Learns and Evolves in the Wild. CoRR Peng Xia, Jianwen Chen, Xinyu Yang, Haoqin Tu, Jiaqi Liu, Kaiwen Xiong, Siwei Han, Shi Qiu, Haonian Ji, Yuyin Zhou, Zeyu Zheng, Cihang Xie, Huaxiu Yao
2026	—	`ed.`	Multi-class Segmentation of the Aorta - AortaSeg 2024 Challenge, Held in Conjunction with MICCAI 2024, Virtual Event, October 24, 2024, Proceedings AortaSeg@MICCAI Muhammad Imran, Jonathan R. Krebs, Michol A. Cooper, Jun Ma, Yuyin Zhou, Wei Shao
2026	J	`jnl`	OpenVision 3: A Family of Unified Visual Encoder for Both Understanding and Generation. CoRR Letian Zhang, Sucheng Ren, Yanqing Liu, Xianhang Li, Zeyu Wang, Yuyin Zhou, Huaxiu Yao, Zeyu Zheng, Weili Nie, Guilin Liu, Zhiding Yu, Cihang Xie
2026	J	`jnl`	VecGlypher: Unified Vector Glyph Generation with Language Models. CoRR Xiaoke Huang, Bhavul Gauri, Kam Woh Ng, Tony Ng, Mengmeng Xu, Zhiheng Liu, Weiming Ren, Zhaochong An, Zijian Zhou, Haonan Qiu, Yuyin Zhou, Sen He, Ziheng Wang, Tao Xiang, Xiao Han
2026	J	`jnl`	What if Agents Could Imagine? Reinforcing Open-Vocabulary HOI Comprehension through Generation. CoRR Zhenlong Yuan, Xiangyan Qu, Jing Tang, Rui Chen, Lei Sun, Ruidong Chen, Hongwei Yu, Chengxuan Qian, Xiangxiang Chu, Shuo Li, Yuyin Zhou
2026	J	`jnl`	\texttt{Complex-Edit}: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark. Trans. Mach. Learn. Res. Siwei Yang, Mude Hui, Bingchen Zhao, Yuyin Zhou, Nataniel Ruiz, Cihang Xie
2025	J	`jnl`	A Comprehensive Analysis of Mamba for 3D Volumetric Medical Image Segmentation. CoRR Chaohan Wang, Yutong Xie, Qi Chen, Yuyin Zhou, Qi Wu
2025	A*	`conf`	A New Federated Learning Framework Against Gradient Inversion Attacks. AAAI Pengxin Guo, Shuang Zeng, Wenhao Chen, Xiaodan Zhang, Weihong Ren, Yuyin Zhou, Liangqiong Qu
2025	J	`jnl`	A Survey on Latent Reasoning. CoRR Ruijie Zhu, Tianhao Peng, Tianhao Cheng, Xingwei Qu, Jinfa Huang, Dawei Zhu, Hao Wang, Kaiwen Xue, Xuanliang Zhang, Yong Shan, Tianle Cai, Taylor Kergan, Assel Kembay, Andrew Smith, Chenghua Lin, Binh Nguyen, Yuqi Pan, Yuhong Chou, Zefan Cai, Zhenhe Wu, Yongchi Zhao, Tianyu Liu, Jian Yang, Wangchunshu Zhou, Chujie Zheng, Chongxuan Li, Yuyin Zhou, Zhoujun Li, Zhaoxiang Zhang, Jiaheng Liu, Ge Zhang, Wenhao Huang, Jason Eshraghian
2025	J	`jnl`	AHELM: A Holistic Evaluation of Audio-Language Models. CoRR Tony Lee, Haoqin Tu, Chi Heem Wong, Zijun Wang, Siwei Yang, Yifan Mai, Yuyin Zhou, Cihang Xie, Percy Liang
2025	J	`jnl`	ARFlow: Autogressive Flow with Hybrid Linear Attention. CoRR Mude Hui, Rui-Jie Zhu, Songlin Yang, Yu Zhang, Zirui Wang, Yuyin Zhou, Jason Eshraghian, Cihang Xie
2025	J	`jnl`	ATR-Bench: A Federated Learning Benchmark for Adaptation, Trust, and Reasoning. CoRR Tajamul Ashraf, Mohammed Mohsen Peerzada, Moloud Abdar, Yutong Xie, Yuyin Zhou, Xiaofeng Liu, Iqra Altaf Gillani, Janibul Bashir
2025	A*	`conf`	Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency. CVPR Feng Wang, Timing Yang, Yaodong Yu, Sucheng Ren, Guoyizhe Wei, Angtian Wang, Wei Shao, Yuyin Zhou, Alan L. Yuille, Cihang Xie
2025	J	`jnl`	All You Need Are Random Visual Tokens? Demystifying Token Pruning in VLLMs. CoRR Yahong Wang, Juncheng Wu, Zhangkai Ni, Longzhen Yang, Yihang Liu, Chengmei Yang, Ying Wen, Xianfeng Tang, Hui Liu, Yuyin Zhou, Lianghua He
2025	J	`jnl`	Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark. CoRR Siwei Yang, Mude Hui, Bingchen Zhao, Yuyin Zhou, Nataniel Ruiz, Cihang Xie
2025	J	`jnl`	Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation. CoRR Jiawei Mao, Yuhan Wang, Lifeng Chen, Can Zhao, Yucheng Tang, Dong Yang, Liangqiong Qu, Daguang Xu, Yuyin Zhou
2025	J	`jnl`	Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation. CoRR Running Yang, Wenlong Deng, Minghui Chen, Yuyin Zhou, Xiaoxiao Li
2025	J	`jnl`	Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks. CoRR Pengxin Guo, Runxi Wang, Shuang Zeng, Jinjing Zhu, Haoning Jiang, Yanran Wang, Yuyin Zhou, Feifei Wang, Hui Xiong, Liangqiong Qu
2025	J	`jnl`	Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation. IEEE J. Biomed. Health Informatics Hongxu Jiang, Muhammad Imran, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao
2025	J	`jnl`	FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models. CoRR Weiying Zheng, Ziyue Lin, Pengxin Guo, Yuyin Zhou, Feifei Wang, Liangqiong Qu
2025	J	`jnl`	GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset. CoRR Yuhan Wang, Siwei Yang, Bingchen Zhao, Letian Zhang, Qing Liu, Yuyin Zhou, Cihang Xie
2025	J	`jnl`	GauSSmart: Enhanced 3D Reconstruction through 2D Foundation Models and Geometric Filtering. CoRR Alexander Valverde, Brian Xu, Yuyin Zhou, Meng Xu, Hongyun Wang
2025	A*	`conf`	Generative Image Layer Decomposition with Visual Effects. CVPR Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov, Mengwei Ren, Jianming Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou
2025	A*	`conf`	HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing. ICLR Mude Hui, Siwei Yang, Bingchen Zhao, Yichun Shi, Heng Wang, Peng Wang, Cihang Xie, Yuyin Zhou
2025	—	`conf`	Harnessing EHRs for Diffusion-Based Anomaly Detection on Chest X-Rays. MICCAI (3) Harim Kim, Yuhan Wang, Minkyu Ahn, Heeyoul Choi, Yuyin Zhou, Charmgil Hong
2025	J	`jnl`	Harnessing EHRs for Diffusion-based Anomaly Detection on Chest X-rays. CoRR Harim Kim, Yuhan Wang, Minkyu Ahn, Heeyoul Choi, Yuyin Zhou, Charmgil Hong
2025	J	`jnl`	Knowledge Graph Augmented Large Language Models for Disease Prediction. CoRR Ruiyu Wang, Tuan Vinh, Ran Xu, Yuyin Zhou, Jiaying Lu, Carl Yang, Francisco Pasquel
2025	J	`jnl`	Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains. CoRR Juncheng Wu, Sheng Liu, Haoqin Tu, Hang Yu, Xiaoke Huang, James Y. Zou, Cihang Xie, Yuyin Zhou
2025	A*	`conf`	Mamba-Reg: Vision Mamba Also Needs Registers. CVPR Feng Wang, Jiahao Wang, Sucheng Ren, Guoyizhe Wei, Jieru Mei, Wei Shao, Yuyin Zhou, Alan L. Yuille, Cihang Xie
2025	J	`jnl`	MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning. CoRR Suhao Yu, Haojin Wang, Juncheng Wu, Cihang Xie, Yuyin Zhou
2025	J	`jnl`	MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs. CoRR Juncheng Wu, Wenlong Deng, Xingxuan Li, Sheng Liu, Taomian Mi, Yifan Peng, Ziyang Xu, Yi Liu, Hyunjin Cho, Changin Choi, Yihan Cao, Hui Ren, Xiang Li, Xiaoxiao Li, Yuyin Zhou
2025	J	`jnl`	MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs. CoRR Jiawei Mao, Yuhan Wang, Yucheng Tang, Daguang Xu, Kang Wang, Yang Yang, Zongwei Zhou, Yuyin Zhou
2025	A*	`conf`	MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine. ICLR Yunfei Xie, Ce Zhou, Lang Gao, Juncheng Wu, Xianhang Li, Hong-Yu Zhou, Sheng Liu, Lei Xing, James Zou, Cihang Xie, Yuyin Zhou
2025	J	`jnl`	MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs. CoRR Xiaoke Huang, Ningsen Wang, Hui Liu, Xianfeng Tang, Yuyin Zhou
2025	J	`jnl`	MedVLThinker: Simple Baselines for Multimodal Medical Reasoning. CoRR Xiaoke Huang, Juncheng Wu, Hui Liu, Xianfeng Tang, Yuyin Zhou
2025	—	`ed.`	Medical Image Segmentation Foundation Models. CVPR 2024 Challenge: Segment Anything in Medical Images on Laptop - MedSAM on Laptop 2024, Held in Conjunction with CVPR 2024, Seattle, WA, USA, June 17-21, 2024, Proceedings MedSAM@CVPR Jun Ma, Yuyin Zhou, Bo Wang
2025	—	`ed.`	Medical Optical Imaging and Virtual Microscopy Image Analysis - Second International Workshop, MOVI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings MOVI@MICCAI Yuankai Huo, Bryan A. Millis, Yuyin Zhou, Khaled Younis, Xiao Wang, Yucheng Tang
2025	J	`jnl`	More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models. CoRR Chengzhi Liu, Zhongxing Xu, Qingyue Wei, Juncheng Wu, James Zou, Xin Eric Wang, Yuyin Zhou, Sheng Liu
2025	J	`jnl`	Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge. CoRR Muhammad Imran, Jonathan R. Krebs, Vishal Balaji Sivaraman, Teng Zhang, Amarjeet Kumar, Walker R. Ueland, Michael J. Fassler, Jinlong Huang, Xiao Sun, Lisheng Wang, Pengcheng Shi, Maximilian Rokuss, Michael Baumgartner, Yannick Kirchhoff, Klaus H. Maier-Hein, Fabian Isensee, Shuolin Liu, Bing Han, Bong Thanh Nguyen, Dong-jin Shin, Park Ji-Woo, Mathew Choi, Kwang-Hyun Uhm, Sung-Jea Ko, Chanwoong Lee, Jaehee Chun, Jin Sung Kim, Minghui Zhang, Hanxiao Zhang, Xin You, Yun Gu, Zhaohong Pan, Xuan Liu, XiaoKun Liang, Markus Tiefenthaler, Enrique Almar-Munoz, Matthias Schwab, Mikhail Kotyushev, Rostislav Epifanov, Marek Wodzinski, Henning Müller, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Zhiwei Wang, Kaixiang Yang, Jintao Ren, Stine Sofia Korreman, Yuchong Gao, Hongye Zeng, Haoyu Zheng, Rui Zheng, Jinghua Yue, Fugen Zhou, Bo Liu, Alexander Cosman, Muxuan Liang, Chang Zhao, Gilbert R. Upchurch Jr., Jun Ma, Yuyin Zhou, Michol A. Cooper, Wei Shao
2025	J	`jnl`	OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning. CoRR Yanqing Liu, Xianhang Li, Letian Zhang, Zirui Wang, Zeyu Zheng, Yuyin Zhou, Cihang Xie
2025	J	`jnl`	RetinaRegNet: A zero-shot approach for retinal image registration. Comput. Biol. Medicine Vishal Balaji Sivaraman, Muhammad Imran, Qingyue Wei, Preethika Muralidharan, Michelle R. Tamplin, Isabella M. Grumbach, Randy H. Kardon, Jui-Kai Wang, Yuyin Zhou, Wei Shao
2025	J	`jnl`	SCING:Towards More Efficient and Robust Person Re-Identification through Selective Cross-modal Prompt Tuning. CoRR Yunfei Xie, Yuxuan Cheng, Juncheng Wu, Haoyu Zhang, Yuyin Zhou, Shoudong Han
2025	J	`jnl`	SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models. CoRR Hardy Chen, Haoqin Tu, Fali Wang, Hui Liu, Xianfeng Tang, Xinya Du, Yuyin Zhou, Cihang Xie
2025	J	`jnl`	SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models. Trans. Mach. Learn. Res. Hardy Chen, Haoqin Tu, Fali Wang, Hui Liu, Xianfeng Tang, Xinya Du, Yuyin Zhou, Cihang Xie
2025	J	`jnl`	Scaling Artificial Intelligence for Multi-Tumor Early Detection with More Reports, Fewer Masks. CoRR Pedro R. A. S. Bassi, Xinze Zhou, Wenxuan Li, Szymon Plotka, Jieneng Chen, Qi Chen, Zheren Zhu, Jakub Przado, Ibrahim E. Hamaci, Sezgin Er, Yuhan Wang, Ashwin Kumar, Björn H. Menze, Jaroslaw B. Cwikla, Yuyin Zhou, Akshay S. Chaudhari, Curtis P. Langlotz, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou
2025	A*	`conf`	Scaling Laws in Patchification: An Image Is Worth 50, 176 Tokens And More. ICML Feng Wang, Yaodong Yu, Wei Shao, Yuyin Zhou, Alan L. Yuille, Cihang Xie
2025	J	`jnl`	Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More. CoRR Feng Wang, Yaodong Yu, Guoyizhe Wei, Wei Shao, Yuyin Zhou, Alan L. Yuille, Cihang Xie
2025	J	`jnl`	UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation. CoRR Weiren Zhao, Feng Wang, Yanran Wang, Yutong Xie, Qi Wu, Yuyin Zhou
2025	A*	`conf`	What If We Recaption Billions of Web Images with LLaMA-3? ICML Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie
2025	J	`jnl`	Where on Earth? A Vision-Language Benchmark for Probing Model Geolocation Skills Across Scales. CoRR Zhaofang Qian, Hardy Chen, Zeyu Wang, Li Zhang, Zijun Wang, Xiaoke Huang, Hui Liu, Xianfeng Tang, Zeyu Zheng, Haoqin Tu, Cihang Xie, Yuyin Zhou
2025	J	`jnl`	m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models. CoRR Xiaoke Huang, Juncheng Wu, Hui Liu, Xianfeng Tang, Yuyin Zhou
2024	J	`jnl`	3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge. CoRR Siwei Yang, Xianhang Li, Jieru Mei, Jieneng Chen, Cihang Xie, Yuyin Zhou
2024	J	`jnl`	A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention. CoRR Amarjeet Kumar, Hongxu Jiang, Muhammad Imran, Cyndi Valdes, Gabriela Leon, Dahyun Kang, Parvathi Nataraj, Yuyin Zhou, Michael D. Weiss, Wei Shao
2024	J	`jnl`	A New Federated Learning Framework Against Gradient Inversion Attacks. CoRR Pengxin Guo, Shuang Zeng, Wenhao Chen, Xiaodan Zhang, Weihong Ren, Yuyin Zhou, Liangqiong Qu
2024	J	`jnl`	A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? CoRR Yunfei Xie, Juncheng Wu, Haoqin Tu, Siwei Yang, Bingchen Zhao, Yongshuo Zong, Qiao Jin, Cihang Xie, Yuyin Zhou
2024	—	`conf`	A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties. ECCV (38) Junfei Xiao, Ziqi Zhou, Wenxuan Li, Shiyi Lan, Jieru Mei, Zhiding Yu, Bingchen Zhao, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2024	J	`jnl`	A flexible 2.5D medical image segmentation approach with in-slice and cross-slice attention. Comput. Biol. Medicine Amarjeet Kumar, Hongxu Jiang, Muhammad Imran, Cyndi Valdes, Gabriela Leon, Dahyun Kang, Parvathi Nataraj, Yuyin Zhou, Michael D. Weiss, Wei Shao
2024	—	`conf`	Boosting Dermatoscopic Lesion Segmentation Via Diffusion Models With Visual And Textual Prompts. ISBI Shiyi Du, Xiaosong Wang, Yongyi Lu, Yuyin Zhou, Shaoting Zhang, Alan L. Yuille, Kang Li, Zongwei Zhou
2024	—	`conf`	Brain Tumor Segmentation Through Supervoxel Transformer. ISBI Yunfei Xie, Ce Zhou, Jieru Mei, Xianhang Li, Cihang Xie, Yuyin Zhou
2024	J	`jnl`	CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention. CoRR Muhammad Imran, Jonathan R. Krebs, Veera Rajasekhar Reddy Gopu, Brian Fazzone, Vishal Balaji Sivaraman, Amarjeet Kumar, Chelsea Viscardi, Robert Evans Heithaus, Benjamin Shickel, Yuyin Zhou, Michol A. Cooper, Wei Shao
2024	J	`jnl`	CIS-UNet: Multi-class segmentation of the aorta in computed tomography angiography via context-aware shifted window self-attention. Comput. Medical Imaging Graph. Muhammad Imran, Jonathan R. Krebs, Veera Rajasekhar Reddy Gopu, Brian Fazzone, Vishal Balaji Sivaraman, Amarjeet Kumar, Chelsea Viscardi, Robert Evans Heithaus, Benjamin Shickel, Yuyin Zhou, Michol A. Cooper, Wei Shao
2024	J	`jnl`	Causal Image Modeling for Efficient Visual Understanding. CoRR Feng Wang, Timing Yang, Yaodong Yu, Sucheng Ren, Guoyizhe Wei, Angtian Wang, Wei Shao, Yuyin Zhou, Alan L. Yuille, Cihang Xie
2024	A*	`conf`	DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor. NeurIPS Juncheng Wu, Zhangkai Ni, Hanli Wang, Wenhan Yang, Yuyin Zhou, Shiqi Wang
2024	J	`jnl`	DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor. CoRR Juncheng Wu, Zhangkai Ni, Hanli Wang, Wenhan Yang, Yuyin Zhou, Shiqi Wang
2024	J	`jnl`	Efficient MedSAMs: Segment Anything in Medical Images on Laptop. CoRR Jun Ma, Feifei Li, Sumin Kim, Reza Asakereh, Bao-Hiep Le, Dang-Khoa Nguyen-Vu, Alexander Pfefferle, Muxin Wei, Ruochen Gao, Donghang Lyu, Songxiao Yang, Lennart Purucker, Zdravko Marinov, Marius Staring, Haisheng Lu, Thuy Thanh Dao, Xincheng Ye, Zhi Li, Gianluca Brugnara, Philipp Vollmuth, Martha Foltyn-Dumitru, Jaeyoung Cho, Mustafa A. Mahmutoglu, Martin Bendszus, Irada Pflüger, Aditya Rastogi, Dong Ni, Xin Yang, Guang-Quan Zhou, Kaini Wang, Nicholas Heller, Nikolaos Papanikolopoulos, Christopher J. Weight, Yubing Tong, Jayaram K. Udupa, Patrick J. Cahill, Yaqi Wang, Yifan Zhang, Francisco Contijoch, Elliot R. McVeigh, Xin Ye, Shucheng He, Robert Haase, Thomas Pinetz, Alexander Radbruch, Inga Krause, Erich Kobler, Jian He, Yucheng Tang, Haichun Yang, Yuankai Huo, Gongning Luo, Kaisar Kushibar, Jandos Amankulov, Dias Toleshbayev, Amangeldi Mukhamejan, Jan Egger, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Shohei Fujita, Tomohiro Kikuchi, Benedikt Wiestler, Jan S. Kirschke, Ezequiel de la Rosa, Federico Bolelli, Luca Lumetti, Costantino Grana, Kunpeng Xie, Guomin Wu, Behrus Puladi, Carlos Martín-Isla, Karim Lekadir, Víctor M. Campello, Wei Shao, Wayne Brisbane, Hongxu Jiang, Hao Wei, Wu Yuan, Shuangle Li, Yuyin Zhou, Bo Wang
2024	A*	`conf`	FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning. CVPR Junyuan Zhang, Shuang Zeng, Miao Zhang, Runxi Wang, Feifei Wang, Yuyin Zhou, Paul Pu Liang, Liangqiong Qu
2024	J	`jnl`	Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation. CoRR Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao
2024	J	`jnl`	FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning. Trans. Mach. Learn. Res. Peiran Xu, Zeyu Wang, Jieru Mei, Liangqiong Qu, Alan L. Yuille, Cihang Xie, Yuyin Zhou
2024	J	`jnl`	Generative Image Layer Decomposition with Visual Effects. CoRR Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov, Mengwei Ren, Jianming Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou
2024	J	`jnl`	HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing. CoRR Mude Hui, Siwei Yang, Bingchen Zhao, Yichun Shi, Heng Wang, Peng Wang, Yuyin Zhou, Cihang Xie
2024	J	`jnl`	Image registration of in vivo micro-ultrasound and ex vivo pseudo-whole mount histopathology images of the prostate: A proof-of-concept study. Biomed. Signal Process. Control. Muhammad Imran, Brianna Nguyen, Jake Pensa, Sara M. Falzarano, Anthony E. Sisk, Muxuan Liang, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Jason P. Joseph, Wayne G. Brisbane, Wei Shao
2024	A*	`conf`	L2B: Learning to Bootstrap Robust Models for Combating Label Noise. CVPR Yuyin Zhou, Xianhang Li, Fengze Liu, Qingyue Wei, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing
2024	J	`jnl`	Mamba-R: Vision Mamba ALSO Needs Registers. CoRR Feng Wang, Jiahao Wang, Sucheng Ren, Guoyizhe Wei, Jieru Mei, Wei Shao, Yuyin Zhou, Alan L. Yuille, Cihang Xie
2024	—	`conf`	Masked Autoencoders are Secretly Efficient Learners. CVPR Workshops Zihao Wei, Chen Wei, Jieru Mei, Yutong Bai, Zeyu Wang, Xianhang Li, Hongru Zhu, Huiyu Wang, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2024	J	`jnl`	MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine. CoRR Yunfei Xie, Ce Zhou, Lang Gao, Juncheng Wu, Xianhang Li, Hong-Yu Zhou, Sheng Liu, Lei Xing, James Zou, Cihang Xie, Yuyin Zhou
2024	J	`jnl`	Medical Vision Generalist: Unifying Medical Imaging Tasks in Context. CoRR Sucheng Ren, Xiaoke Huang, Xianhang Li, Junfei Xiao, Jieru Mei, Zeyu Wang, Alan L. Yuille, Yuyin Zhou
2024	A*	`conf`	MicroDiffusion: Implicit Representation-Guided Diffusion for 3D Reconstruction from Limited 2D Microscopy Projections. CVPR Mude Hui, Zihao Wei, Hongru Zhu, Fei Xia, Yuyin Zhou
2024	J	`jnl`	MicroDiffusion: Implicit Representation-Guided Diffusion for 3D Reconstruction from Limited 2D Microscopy Projections. CoRR Mude Hui, Zihao Wei, Hongru Zhu, Fei Xia, Yuyin Zhou
2024	J	`jnl`	MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images. Comput. Medical Imaging Graph. Hongxu Jiang, Muhammad Imran, Preethika Muralidharan, Anjali Patel, Jake Pensa, Muxuan Liang, Tarik Benidir, Joseph R. Grajo, Jason P. Joseph, Russell Terry, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao
2024	J	`jnl`	RetinaRegNet: A Versatile Approach for Retinal Image Registration. CoRR Vishal Balaji Sivaraman, Muhammad Imran, Qingyue Wei, Preethika Muralidharan, Michelle R. Tamplin, Isabella M. Grumbach, Randy H. Kardon, Jui-Kai Wang, Yuyin Zhou, Wei Shao
2024	A*	`conf`	Scaling White-Box Transformers for Vision. NeurIPS Jinrui Yang, Xianhang Li, Druv Pai, Yuyin Zhou, Yi Ma, Yaodong Yu, Cihang Xie
2024	J	`jnl`	Scaling White-Box Transformers for Vision. CoRR Jinrui Yang, Xianhang Li, Druv Pai, Yuyin Zhou, Yi Ma, Yaodong Yu, Cihang Xie
2024	A*	`conf`	Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-Training. CVPR Yipeng Gao, Zeyu Wang, Wei-Shi Zheng, Cihang Xie, Yuyin Zhou
2024	J	`jnl`	Self-supervised deep learning of gene-gene interactions for improved gene expression recovery. Briefings Bioinform. Qingyue Wei, Md Tauhidul Islam, Yuyin Zhou, Lei Xing
2024	J	`jnl`	Story-Adapter: A Training-free Iterative Framework for Long Story Visualization. CoRR Jiawei Mao, Xiaoke Huang, Yunfei Xie, Yuanqi Chang, Mude Hui, Bingjie Xu, Yuyin Zhou
2024	—	`conf`	Tackling Data Heterogeneity in Federated Learning via Loss Decomposition. MICCAI (10) Shuang Zeng, Pengxin Guo, Shuai Wang, Jianbo Wang, Yuyin Zhou, Liangqiong Qu
2024	J	`jnl`	Tackling Data Heterogeneity in Federated Learning via Loss Decomposition. CoRR Shuang Zeng, Pengxin Guo, Shuai Wang, Jianbo Wang, Yuyin Zhou, Liangqiong Qu
2024	J	`jnl`	TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers. Medical Image Anal. Jieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, Qingyue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli, Yan Wang, Matthew P. Lungren, Shaoting Zhang, Lei Xing, Le Lu, Alan L. Yuille, Yuyin Zhou
2024	—	`ed.`	Trustworthy Artificial Intelligence for Healthcare - Second International Workshop, TAI4H 2024, Jeju, South Korea, August 4, 2024, Proceedings TAI4H Hao Chen, Yuyin Zhou, Daguang Xu, Varut Vardhanabhuti
2024	A*	`conf`	Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding. CVPR Zhiheng Cheng, Qingyue Wei, Hongru Zhu, Yan Wang, Liangqiong Qu, Wei Shao, Yuyin Zhou
2024	J	`jnl`	Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding. CoRR Zhiheng Cheng, Qingyue Wei, Hongru Zhu, Yan Wang, Liangqiong Qu, Wei Shao, Yuyin Zhou
2024	J	`jnl`	Unleashing the Power of Visual Prompting At the Pixel Level. Trans. Mach. Learn. Res. Junyang Wu, Xianhang Li, Chen Wei, Huiyu Wang, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2024	J	`jnl`	What If We Recaption Billions of Web Images with LLaMA-3? CoRR Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie
2023	J	`jnl`	3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers. CoRR Jieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, Qingyue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli, Yan Wang, Matthew P. Lungren, Lei Xing, Le Lu, Alan L. Yuille, Yuyin Zhou
2023	—	`conf`	3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge. BraTS/CrossMoDA@MICCAI Siwei Yang, Xianhang Li, Jieru Mei, Jieneng Chen, Cihang Xie, Yuyin Zhou
2023	J	`jnl`	A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties. CoRR Junfei Xiao, Ziqi Zhou, Wenxuan Li, Shiyi Lan, Jieru Mei, Zhiding Yu, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2023	J	`jnl`	BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks. CoRR Kai Zhang, Jun Yu, Zhiling Yan, Yixin Liu, Eashan Adhikarla, Sunyang Fu, Xun Chen, Chen Chen, Yuyin Zhou, Xiang Li, Lifang He, Brian D. Davison, Quanzheng Li, Yong Chen, Hongfang Liu, Lichao Sun
2023	J	`jnl`	Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts. CoRR Shiyi Du, Xiaosong Wang, Yongyi Lu, Yuyin Zhou, Shaoting Zhang, Alan L. Yuille, Kang Li, Zongwei Zhou
2023	A*	`conf`	Can CNNs Be More Robust Than Transformers? ICLR Zeyu Wang, Yutong Bai, Yuyin Zhou, Cihang Xie
2023	—	`conf`	Consistency-Guided Meta-learning for Bootstrapping Semi-supervised Medical Image Segmentation. MICCAI (4) Qingyue Wei, Lequan Yu, Xianhang Li, Wei Shao, Cihang Xie, Lei Xing, Yuyin Zhou
2023	J	`jnl`	Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation. CoRR Qingyue Wei, Lequan Yu, Xianhang Li, Wei Shao, Cihang Xie, Lei Xing, Yuyin Zhou
2023	J	`jnl`	Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation. CoRR Haipeng Zhou, Lei Zhu, Yuyin Zhou
2023	J	`jnl`	FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning. CoRR Peiran Xu, Zeyu Wang, Jieru Mei, Liangqiong Qu, Alan L. Yuille, Cihang Xie, Yuyin Zhou
2023	J	`jnl`	Image Registration of In Vivo Micro-Ultrasound and Ex Vivo Pseudo-Whole Mount Histopathology Images of the Prostate: A Proof-of-Concept Study. CoRR Muhammad Imran, Brianna Nguyen, Jake Pensa, Sara M. Falzarano, Anthony E. Sisk, Muxuan Liang, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao
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`	Masked Autoencoders Enable Efficient Knowledge Distillers. CVPR Yutong Bai, Zeyu Wang, Junfei Xiao, Chen Wei, Huiyu Wang, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2023	J	`jnl`	MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images. CoRR Hongxu Jiang, Muhammad Imran, Preethika Muralidharan, Anjali Patel, Jake Pensa, Muxuan Liang, Tarik Benidir, Joseph R. Grajo, Jason P. Joseph, Russell Terry, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao
2023	J	`jnl`	MixCon3D: Synergizing Multi-View and Cross-Modal Contrastive Learning for Enhancing 3D Representation. CoRR Yipeng Gao, Zeyu Wang, Wei-Shi Zheng, Cihang Xie, Yuyin Zhou
2023	J	`jnl`	Small-Object Sensitive Segmentation Using Across Feature Map Attention. IEEE Trans. Pattern Anal. Mach. Intell. Shengtian Sang, Yuyin Zhou, Md Tauhidul Islam, Lei Xing
2023	—	`conf`	SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation. MICCAI (3) Yiqing Wang, Zihan Li, Jieru Mei, Zihao Wei, Li Liu, Chen Wang, Shengtian Sang, Alan L. Yuille, Cihang Xie, Yuyin Zhou
2023	J	`jnl`	SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation. CoRR Yiqing Wang, Zihan Li, Jieru Mei, Zihao Wei, Li Liu, Chen Wang, Shengtian Sang, Alan L. Yuille, Cihang Xie, Yuyin Zhou
2022	A*	`conf`	A Simple Data Mixing Prior for Improving Self-Supervised Learning. CVPR Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2022	J	`jnl`	A Simple Data Mixing Prior for Improving Self-Supervised Learning. CoRR Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2022	J	`jnl`	Bag of Tricks for FGSM Adversarial Training. CoRR Zichao Li, Li Liu, Zeyu Wang, Yuyin Zhou, Cihang Xie
2022	A*	`conf`	CD CVPR Yiqing Shen, Yuyin Zhou, Lequan Yu
2022	J	`jnl`	CD CoRR Yiqing Shen, Yuyin Zhou, Lequan Yu
2022	J	`jnl`	Can CNNs Be More Robust Than Transformers? CoRR Zeyu Wang, Yutong Bai, Yuyin Zhou, Cihang Xie
2022	—	`conf`	CateNorm: Categorical Normalization for Robust Medical Image Segmentation. DART@MICCAI Junfei Xiao, Lequan Yu, Zongwei Zhou, Yutong Bai, Lei Xing, Alan L. Yuille, Yuyin Zhou
2022	J	`jnl`	External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation With Limited Data. IEEE Trans. Medical Imaging Yuyin Zhou, David Dreizin, Yan Wang, Fengze Liu, Wei Shen, Alan L. Yuille
2022	J	`jnl`	External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data. CoRR Yuyin Zhou, David Dreizin, Yan Wang, Fengze Liu, Wei Shen, Alan L. Yuille
2022	—	`conf`	In Defense of Image Pre-Training for Spatiotemporal Recognition. ECCV (25) Xianhang Li, Huiyu Wang, Chen Wei, Jieru Mei, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2022	J	`jnl`	In Defense of Image Pre-Training for Spatiotemporal Recognition. CoRR Xianhang Li, Huiyu Wang, Chen Wei, Jieru Mei, Alan L. Yuille, Yuyin Zhou, Cihang Xie
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`	Learning to Bootstrap for Combating Label Noise. CoRR Yuyin Zhou, Xianhang Li, Fengze Liu, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing
2022	—	`conf`	Machine Learning for Health (ML4H) 2022. ML4H@NeurIPS Antonio Parziale, Monica Agrawal, Shengpu Tang, Kristen Severson, Luis Oala, Adarsh Subbaswamy, Sayantan Kumar, Elora D. M. Schörverth, Stefan Hegselmann, Helen Zhou, Ghada Zamzmi, Purity Mugambi, Elena Sizikova, Girmaw Abebe Tadesse, Yuyin Zhou, Taylor W. Killian, Haoran Zhang, Fahad Kamran, Andrea Hobby, Mars Huang, Ahmed M. Alaa, Harvineet Singh, Irene Y. Chen, Shalmali Joshi
2022	J	`jnl`	Masked Autoencoders Enable Efficient Knowledge Distillers. CoRR Yutong Bai, Zeyu Wang, Junfei Xiao, Chen Wei, Huiyu Wang, Alan L. Yuille, Yuyin Zhou, Cihang Xie
2022	—	`ed.`	Medical Optical Imaging and Virtual Microscopy Image Analysis - First International Workshop, MOVI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings MOVI@MICCAI Yuankai Huo, Bryan A. Millis, Yuyin Zhou, Xiangxue Wang, Adam P. Harrison, Ziyue Xu
2022	A*	`conf`	Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning. NeurIPS Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu
2022	J	`jnl`	Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning. CoRR Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu
2022	—	`conf`	Multiple Instance Neuroimage Transformer. PRIME@MICCAI Ayush Singla, Qingyu Zhao, Daniel K. Do, Yuyin Zhou, Kilian M. Pohl, Ehsan Adeli
2022	J	`jnl`	Multiple Instance Neuroimage Transformer. CoRR Ayush Singla, Qingyu Zhao, Daniel K. Do, Yuyin Zhou, Kilian M. Pohl, Ehsan Adeli
2022	A*	`conf`	Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning. CVPR Liangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang, Ehsan Adeli, Li Fei-Fei, Daniel L. Rubin
2022	J	`jnl`	Unleashing the Power of Visual Prompting At the Pixel Level. CoRR Junyang Wu, Xianhang Li, Chen Wei, Huiyu Wang, Alan L. Yuille, Yuyin Zhou, Cihang Xie
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`	Adversarial Metric Attack and Defense for Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. Song Bai, Yingwei Li, Yuyin Zhou, Qizhu Li, Philip H. S. Torr
2021	A*	`conf`	CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks. AAAI Qihang Yu, Yingwei Li, Jieru Mei, Yuyin Zhou, Alan L. Yuille
2021	J	`jnl`	DualNorm-UNet: Incorporating Global and Local Statistics for Robust Medical Image Segmentation. CoRR Junfei Xiao, Lequan Yu, Lei Xing, Alan L. Yuille, Yuyin Zhou
2021	J	`jnl`	Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction. CoRR Yan Wang, Peng Tang, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2021	J	`jnl`	Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction. IEEE Trans. Medical Imaging Yan Wang, Peng Tang, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
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	—	`conf`	Pancreas CT Segmentation by Predictive Phenotyping. MICCAI (1) Yucheng Tang, Riqiang Gao, Ho Hin Lee, Qi Yang, Xin Yu, Yuyin Zhou, Shunxing Bao, Yuankai Huo, Jeffrey M. Spraggins, Jack Virostko, Zhoubing Xu, Bennett A. Landman
2021	J	`jnl`	RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR. CoRR Yuyin Zhou, Shih-Cheng Huang, Jason Alan Fries, Alaa Youssef, Timothy J. Amrhein, Marcello Chang, Imon Banerjee, Daniel L. Rubin, Lei Xing, Nigam Shah, Matthew P. Lungren
2021	J	`jnl`	Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning. CoRR Liangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang, Li Fei-Fei, Ehsan Adeli, Daniel L. Rubin
2021	J	`jnl`	TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation. CoRR Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou
2020	J	`jnl`	CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network. CoRR Qihang Yu, Yingwei Li, Jieru Mei, Yuyin Zhou, Alan L. Yuille
2020	J	`jnl`	Can Temporal Information Help with Contrastive Self-Supervised Learning? CoRR Yutong Bai, Haoqi Fan, Ishan Misra, Ganesh Venkatesh, Yongyi Lu, Yuyin Zhou, Qihang Yu, Vikas Chandra, Alan L. Yuille
2020	A*	`conf`	Deep Distance Transform for Tubular Structure Segmentation in CT Scans. CVPR Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2020	J	`jnl`	Detecting Pancreatic Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble. CoRR Yingda Xia, Qihang Yu, Wei Shen, Yuyin Zhou, Alan L. Yuille
2020	—	`conf`	Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble. MICCAI (3) Yingda Xia, Qihang Yu, Wei Shen, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille
2020	J	`jnl`	Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation. CoRR Shuhao Fu, Yongyi Lu, Yan Wang, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2020	—	`conf`	Domain Adaptive Relational Reasoning for 3D Multi-organ Segmentation. MICCAI (1) Shuhao Fu, Yongyi Lu, Yan Wang, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2020	A*	`conf`	Learning Transferable Adversarial Examples via Ghost Networks. AAAI Yingwei Li, Song Bai, Yuyin Zhou, Cihang Xie, Zhishuai Zhang, Alan L. Yuille
2020	A*	`conf`	Neural Architecture Search for Lightweight Non-Local Networks. CVPR Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan L. Yuille
2020	J	`jnl`	Neural Architecture Search for Lightweight Non-Local Networks. CoRR Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan L. Yuille
2020	J	`jnl`	Performance of a Deep Learning Algorithm for Automated Segmentation and Quantification of Traumatic Pelvic Hematomas on CT. J. Digit. Imaging David Dreizin, Yuyin Zhou, Yixiao Zhang, Nikki Tirada, Alan L. Yuille
2020	J	`jnl`	Recurrent Saliency Transformation Network for Tiny Target Segmentation in Abdominal CT Scans. IEEE Trans. Medical Imaging Lingxi Xie, Qihang Yu, Yuyin Zhou, Yan Wang, Elliot K. Fishman, Alan L. Yuille
2020	A*	`conf`	Universal Physical Camouflage Attacks on Object Detectors. CVPR Lifeng Huang, Chengying Gao, Yuyin Zhou, Cihang Xie, Alan L. Yuille, Changqing Zou, Ning Liu
2020	J	`jnl`	Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples. CoRR Yingwei Li, Zhuotun Zhu, Yuyin Zhou, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2019	—	`ch.`	2D-Based Coarse-to-Fine Approaches for Small Target Segmentation in Abdominal CT Scans. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Yuyin Zhou, Qihang Yu, Yan Wang, Lingxi Xie, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2019	J	`jnl`	Abdominal multi-organ segmentation with organ-attention networks and statistical fusion. Medical Image Anal. Yan Wang, Yuyin Zhou, Wei Shen, Seyoun Park, Elliot K. Fishman, Alan L. Yuille
2019	J	`jnl`	Adversarial Metric Attack for Person Re-identification. CoRR Song Bai, Yingwei Li, Yuyin Zhou, Qizhu Li, Philip H. S. Torr
2019	J	`jnl`	Deep Distance Transform for Tubular Structure Segmentation in CT Scans. CoRR Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2019	—	`conf`	FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans. MLMI@MICCAI Fengze Liu, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille
2019	J	`jnl`	FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans. CoRR Fengze Liu, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille
2019	J	`jnl`	Hyper-Pairing Network for Multi-Phase Pancreatic Ductal Adenocarcinoma Segmentation. CoRR Yuyin Zhou, Yingwei Li, Zhishuai Zhang, Yan Wang, Angtian Wang, Elliot K. Fishman, Alan L. Yuille, Seyoun Park
2019	—	`conf`	Hyper-Pairing Network for Multi-phase Pancreatic Ductal Adenocarcinoma Segmentation. MICCAI (2) Yuyin Zhou, Yingwei Li, Zhishuai Zhang, Yan Wang, Angtian Wang, Elliot K. Fishman, Alan L. Yuille, Seyoun Park
2019	A*	`conf`	Improving Transferability of Adversarial Examples With Input Diversity. CVPR Cihang Xie, Zhishuai Zhang, Yuyin Zhou, Song Bai, Jianyu Wang, Zhou Ren, Alan L. Yuille
2019	—	`conf`	Lesion Detection by Efficiently Bridging 3D Context. MLMI@MICCAI Zhishuai Zhang, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2019	J	`jnl`	Multi-Scale Attentional Network for Multi-Focal Segmentation of Active Bleed after Pelvic Fractures. CoRR Yuyin Zhou, David Dreizin, Yingwei Li, Zhishuai Zhang, Yan Wang, Alan L. Yuille
2019	—	`conf`	Multi-scale Attentional Network for Multi-focal Segmentation of Active Bleed After Pelvic Fractures. MLMI@MICCAI Yuyin Zhou, David Dreizin, Yingwei Li, Zhishuai Zhang, Yan Wang, Alan L. Yuille
2019	A*	`conf`	Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation. ICCV Yuyin Zhou, Zhe Li, Song Bai, Xinlei Chen, Mei Han, Chong Wang, Elliot K. Fishman, Alan L. Yuille
2019	J	`jnl`	Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation. CoRR Yuyin Zhou, Zhe Li, Song Bai, Chong Wang, Xinlei Chen, Mei Han, Elliot K. Fishman, Alan L. Yuille
2019	A	`conf`	Semi-Supervised 3D Abdominal Multi-Organ Segmentation Via Deep Multi-Planar Co-Training. WACV Yuyin Zhou, Yan Wang, Peng Tang, Song Bai, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2019	J	`jnl`	UPC: Learning Universal Physical Camouflage Attacks on Object Detectors. CoRR Lifeng Huang, Chengying Gao, Yuyin Zhou, Changqing Zou, Cihang Xie, Alan L. Yuille, Ning Liu
2019	—	`ch.`	Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-Fine Framework and Its Adversarial Examples. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Yingwei Li, Zhuotun Zhu, Yuyin Zhou, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2018	J	`jnl`	Abdominal multi-organ segmentation with organ-attention networks and statistical fusion. CoRR Yan Wang, Yuyin Zhou, Wei Shen, Seyoun Park, Elliot K. Fishman, Alan L. Yuille
2018	J	`jnl`	Improving Transferability of Adversarial Examples with Input Diversity. CoRR Cihang Xie, Zhishuai Zhang, Jianyu Wang, Yuyin Zhou, Zhou Ren, Alan L. Yuille
2018	J	`jnl`	Learning Transferable Adversarial Examples via Ghost Networks. CoRR Yingwei Li, Song Bai, Yuyin Zhou, Cihang Xie, Zhishuai Zhang, Alan L. Yuille
2018	A*	`conf`	Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation. CVPR Qihang Yu, Lingxi Xie, Yan Wang, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille
2018	J	`jnl`	Semi-supervised multi-organ segmentation via multi-planar co-training. CoRR Yuyin Zhou, Yan Wang, Peng Tang, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2018	—	`conf`	Training Multi-organ Segmentation Networks with Sample Selection by Relaxed Upper Confident Bound. MICCAI (4) Yan Wang, Yuyin Zhou, Peng Tang, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2018	J	`jnl`	Training Multi-organ Segmentation Networks with Sample Selection by Relaxed Upper Confident Bound. CoRR Yan Wang, Yuyin Zhou, Peng Tang, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2017	—	`conf`	A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans. MICCAI (1) Yuyin Zhou, Lingxi Xie, Wei Shen, Yan Wang, Elliot K. Fishman, Alan L. Yuille
2017	A*	`conf`	Adversarial Examples for Semantic Segmentation and Object Detection. ICCV Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, Alan L. Yuille
2017	J	`jnl`	Adversarial Examples for Semantic Segmentation and Object Detection. CoRR Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, Alan L. Yuille
2017	—	`conf`	Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans. MICCAI (3) Yuyin Zhou, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille
2017	J	`jnl`	Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans. CoRR Yuyin Zhou, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille
2017	J	`jnl`	Saliency Transformation Network: Incorporating Multi-stage Visual Cues for Pancreas Segmentation. CoRR Qihang Yu, Lingxi Xie, Yan Wang, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille
2017	J	`jnl`	Visual Concepts and Compositional Voting. CoRR Jianyu Wang, Zhishuai Zhang, Cihang Xie, Yuyin Zhou, Vittal Premachandran, Jun Zhu, Lingxi Xie, Alan L. Yuille
2016	J	`jnl`	Pancreas Segmentation in Abdominal CT Scan: A Coarse-to-Fine Approach. CoRR Yuyin Zhou, Lingxi Xie, Wei Shen, Elliot K. Fishman, Alan L. Yuille