Zhou, Yuyin

43 publications

ICLR 2026 A New Paradigm for Genome-Wide DNA Methylation Prediction Without Methylation Input Xiaoke Huang, Qi Liu, Yifei Zhao, Xianfeng Tang, Yuyin Zhou, Wenpin Hou

ICLR 2026 Story-Iter: A Training-Free Iterative Paradigm for Long Story Visualization Jiawei Mao, Xiaoke Huang, Yunfei Xie, Yuanqi Chang, Mude Hui, Bingjie Xu, Zeyu Zheng, Zirui Wang, Cihang Xie, Yuyin Zhou

ICLR 2026 Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs Xiaoke Huang, Ningsen Wang, Hui Liu, Xianfeng Tang, Yuyin Zhou

TMLR 2026 \texttt{Complex-Edit}: CoT-like Instruction Generation for Complexity-Controllable Image Editing Benchmark Siwei Yang, Mude Hui, Bingchen Zhao, Yuyin Zhou, Nataniel Ruiz, Cihang Xie

AAAI 2025 A New Federated Learning Framework Against Gradient Inversion Attacks Pengxin Guo, Shuang Zeng, Wenhao Chen, Xiaodan Zhang, Weihong Ren, Yuyin Zhou, Liangqiong Qu

CVPR 2025 Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency Feng Wang, Timing Yang, Yaodong Yu, Sucheng Ren, Guoyizhe Wei, Angtian Wang, Wei Shao, Yuyin Zhou, Alan Yuille, Cihang Xie

CVPR 2025 Generative Image Layer Decomposition with Visual Effects Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov, Mengwei Ren, Jianming Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou

ICLR 2025 HQ-Edit: A High-Quality Dataset for Instruction-Based Image Editing Mude Hui, Siwei Yang, Bingchen Zhao, Yichun Shi, Heng Wang, Peng Wang, Cihang Xie, Yuyin Zhou

CVPR 2025 Mamba-Reg: Vision Mamba Also Needs Registers Feng Wang, Jiahao Wang, Sucheng Ren, Guoyizhe Wei, Jieru Mei, Wei Shao, Yuyin Zhou, Alan Yuille, Cihang Xie

ICCV 2025 MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Jiawei Mao, Yuhan Wang, Yucheng Tang, Daguang Xu, Kang Wang, Yang Yang, Zongwei Zhou, Yuyin Zhou

ICLR 2025 MedTrinity-25m: A Large-Scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie, Ce Zhou, Lang Gao, Juncheng Wu, Xianhang Li, Hong-Yu Zhou, Sheng Liu, Lei Xing, James Zou, Cihang Xie, Yuyin Zhou

NeurIPS 2025 More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models Zhongxing Xu, Chengzhi Liu, Qingyue Wei, Juncheng Wu, James Zou, Xin Eric Wang, Yuyin Zhou, Sheng Liu

TMLR 2025 SFT or RL? an Early Investigation into Training R1-like Reasoning Large Vision-Language Models Hardy Chen, Haoqin Tu, Fali Wang, Hui Liu, Xianfeng Tang, Xinya Du, Yuyin Zhou, Cihang Xie

ICML 2025 Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens and More Feng Wang, Yaodong Yu, Wei Shao, Yuyin Zhou, Alan Yuille, Cihang Xie

ICML 2025 What if We Recaption Billions of Web Images with Llama-3? Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie

ECCV 2024 A Semantic Space Is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties Junfei Xiao, Ziqi Zhou, Wenxuan Li, Shiyi Lan, Jieru Mei, Zhiding Yu, Bingchen Zhao, Alan Yuille, Yuyin Zhou, Cihang Xie

NeurIPS 2024 DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor Juncheng Wu, Zhangkai Ni, Hanli Wang, Wenhan Yang, Yuyin Zhou, Shiqi Wang

CVPR 2024 FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning Junyuan Zhang, Shuang Zeng, Miao Zhang, Runxi Wang, Feifei Wang, Yuyin Zhou, Paul Pu Liang, Liangqiong Qu

TMLR 2024 FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning Peiran Xu, Zeyu Wang, Jieru Mei, Liangqiong Qu, Alan Yuille, Cihang Xie, Yuyin Zhou

CVPR 2024 L2B: Learning to Bootstrap Robust Models for Combating Label Noise Yuyin Zhou, Xianhang Li, Fengze Liu, Qingyue Wei, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing

CVPRW 2024 Masked Autoencoders Are Secretly Efficient Learners Zihao Wei, Chen Wei, Jieru Mei, Yutong Bai, Zeyu Wang, Xianhang Li, Hongru Zhu, Huiyu Wang, Alan L. Yuille, Yuyin Zhou, Cihang Xie

CVPR 2024 MicroDiffusion: Implicit Representation-Guided Diffusion for 3D Reconstruction from Limited 2D Microscopy Projections Mude Hui, Zihao Wei, Hongru Zhu, Fei Xia, Yuyin Zhou

NeurIPS 2024 Scaling White-Box Transformers for Vision Jinrui Yang, Xianhang Li, Druv Pai, Yuyin Zhou, Yi Ma, Yaodong Yu, Cihang Xie

CVPR 2024 Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-Training Yipeng Gao, Zeyu Wang, Wei-Shi Zheng, Cihang Xie, Yuyin Zhou

CVPR 2024 Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding Zhiheng Cheng, Qingyue Wei, Hongru Zhu, Yan Wang, Liangqiong Qu, Wei Shao, Yuyin Zhou

TMLR 2024 Unleashing the Power of Visual Prompting at the Pixel Level Junyang Wu, Xianhang Li, Chen Wei, Huiyu Wang, Alan Yuille, Yuyin Zhou, Cihang Xie

ICLR 2023 Can CNNs Be More Robust than Transformers? Zeyu Wang, Yutong Bai, Yuyin Zhou, Cihang Xie

CVPR 2023 Masked Autoencoders Enable Efficient Knowledge Distillers Yutong Bai, Zeyu Wang, Junfei Xiao, Chen Wei, Huiyu Wang, Alan L. Yuille, Yuyin Zhou, Cihang Xie

CVPR 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan Yuille, Yuyin Zhou, Cihang Xie

CVPR 2022 CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning Yiqing Shen, Yuyin Zhou, Lequan Yu

ECCV 2022 In Defense of Image Pre-Training for Spatiotemporal Recognition Xianhang Li, Huiyu Wang, Chen Wei, Jieru Mei, Alan Yuille, Yuyin Zhou, Cihang Xie

NeurIPS 2022 Multi-Granularity Cross-Modal Alignment for Generalized Medical Visual Representation Learning Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu

CVPR 2022 Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning Liangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang, Ehsan Adeli, Li Fei-Fei, Daniel Rubin

AAAI 2021 CAKES: Channel-Wise Automatic KErnel Shrinking for Efficient 3D Networks Qihang Yu, Yingwei Li, Jieru Mei, Yuyin Zhou, Alan L. Yuille

CVPR 2020 Deep Distance Transform for Tubular Structure Segmentation in CT Scans Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille

AAAI 2020 Learning Transferable Adversarial Examples via Ghost Networks Yingwei Li, Song Bai, Yuyin Zhou, Cihang Xie, Zhishuai Zhang, Alan L. Yuille

CVPR 2020 Neural Architecture Search for Lightweight Non-Local Networks Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan L. Yuille

CVPR 2020 Universal Physical Camouflage Attacks on Object Detectors Lifeng Huang, Chengying Gao, Yuyin Zhou, Cihang Xie, Alan L. Yuille, Changqing Zou, Ning Liu

CVPR 2019 Improving Transferability of Adversarial Examples with Input Diversity Cihang Xie, Zhishuai Zhang, Yuyin Zhou, Song Bai, Jianyu Wang, Zhou Ren, Alan L. Yuille

ICCV 2019 Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation Yuyin Zhou, Zhe Li, Song Bai, Chong Wang, Xinlei Chen, Mei Han, Elliot Fishman, Alan L. Yuille

WACV 2019 Semi-Supervised 3D Abdominal Multi-Organ Segmentation via Deep Multi-Planar Co-Training Yuyin Zhou, Yan Wang, Peng Tang, Song Bai, Wei Shen, Elliot K. Fishman, Alan L. Yuille

CVPR 2018 Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation Qihang Yu, Lingxi Xie, Yan Wang, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille

ICCV 2017 Adversarial Examples for Semantic Segmentation and Object Detection Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, Alan Yuille