TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers. - Chen, Jieneng; Mei, Jieru; Li, Xianhang; Lu, Yongyi; Yu, Qihang; Wei, Qingyue; Luo, Xiangde; Xie, Yutong; Adeli, Ehsan; Wang, Yan; Lungren, Matthew P.; Zhang, Shaoting; et al. (Medical Image Anal., 2024)

FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning. - Xu, Peiran; Wang, Zeyu; Mei, Jieru; Qu, Liangqiong; Yuille, Alan L.; Xie, Cihang; Zhou, Yuyin (Trans. Mach. Learn. Res., 2024)

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

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

SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference. - Wang, Feng; Mei, Jieru; Yuille, Alan L. (2024)

From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation. - Xie, Yunfei; Xie, Cihang; Yuille, Alan L.; Mei, Jieru (2024)

Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning. - Zhao, Bingchen; Tu, Haoqin; Wei, Chen; Mei, Jieru; Xie, Cihang (2024)

Brain Tumor Segmentation Through Supervoxel Transformer. - Xie, Yunfei; Zhou, Ce; Mei, Jieru; Li, Xianhang; Xie, Cihang; Zhou, Yuyin (2024)

SPFormer: Enhancing Vision Transformer with Superpixel Representation. - Mei, Jieru; Chen, Liang-Chieh; Yuille, Alan L.; Xie, Cihang (CoRR, 2024)

3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge. - Yang, Siwei; Li, Xianhang; Mei, Jieru; Chen, Jieneng; Xie, Cihang; Zhou, Yuyin (CoRR, 2024)

Mamba-R: Vision Mamba ALSO Needs Registers. - Wang, Feng; Wang, Jiahao; Ren, Sucheng; Wei, Guoyizhe; Mei, Jieru; Shao, Wei; Zhou, Yuyin; Yuille, Alan L.; Xie, Cihang (CoRR, 2024)

Medical Vision Generalist: Unifying Medical Imaging Tasks in Context. - Ren, Sucheng; Huang, Xiaoke; Li, Xianhang; Xiao, Junfei; Mei, Jieru; Wang, Zeyu; Yuille, Alan L.; Zhou, Yuyin (CoRR, 2024)

Autoregressive Pretraining with Mamba in Vision. - Ren, Sucheng; Li, Xianhang; Tu, Haoqin; Wang, Feng; Shu, Fangxun; Zhang, Lei; Mei, Jieru; Yang, Linjie; Wang, Peng; Wang, Heng; Yuille, Alan L.; Xie, Cihang (CoRR, 2024)

What If We Recaption Billions of Web Images with LLaMA-3? - Li, Xianhang; Tu, Haoqin; Hui, Mude; Wang, Zeyu; Zhao, Bingchen; Xiao, Junfei; Ren, Sucheng; Mei, Jieru; Liu, Qing; Zheng, Huangjie; Zhou, Yuyin; Xie, Cihang (CoRR, 2024)

From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation. - Xie, Yunfei; Xie, Cihang; Yuille, Alan L.; Mei, Jieru (CoRR, 2024)

AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation. - Wang, Zijun; Tu, Haoqin; Mei, Jieru; Zhao, Bingchen; Wang, Yisen; Xie, Cihang (CoRR, 2024)

BNET: Batch Normalization With Enhanced Linear Transformation. - Xu, Yuhui; Xie, Lingxi; Xie, Cihang; Dai, Wenrui; Mei, Jieru; Qiao, Siyuan; Shen, Wei; Xiong, Hongkai; Yuille, Alan L. (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation. - Zhang, Yi; Ji, Pengliang; Wang, Angtian; Mei, Jieru; Kortylewski, Adam; Yuille, Alan L. (2023)

Superpixel Transformers for Efficient Semantic Segmentation. - Zhu, Alex Zihao; Mei, Jieru; Qiao, Siyuan; Yan, Hang; Zhu, Yukun; Chen, Liang-Chieh; Kretzschmar, Henrik (2023)

3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge. - Yang, Siwei; Li, Xianhang; Mei, Jieru; Chen, Jieneng; Xie, Cihang; Zhou, Yuyin (2023)

SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation. - Wang, Yiqing; Li, Zihan; Mei, Jieru; Wei, Zihao; Liu, Li; Wang, Chen; Sang, Shengtian; Yuille, Alan L.; Xie, Cihang; Zhou, Yuyin (2023)

SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation. - Wang, Yiqing; Li, Zihan; Mei, Jieru; Wei, Zihao; Liu, Li; Wang, Chen; Sang, Shengtian; Yuille, Alan L.; Xie, Cihang; Zhou, Yuyin (CoRR, 2023)

3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation. - Zhang, Yi; Ji, Pengliang; Wang, Angtian; Mei, Jieru; Kortylewski, Adam; Yuille, Alan L. (CoRR, 2023)

Superpixel Transformers for Efficient Semantic Segmentation. - Zhu, Alex Zihao; Mei, Jieru; Qiao, Siyuan; Yan, Hang; Zhu, Yukun; Chen, Liang-Chieh; Kretzschmar, Henrik (CoRR, 2023)

FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning. - Xu, Peiran; Wang, Zeyu; Mei, Jieru; Qu, Liangqiong; Yuille, Alan L.; Xie, Cihang; Zhou, Yuyin (CoRR, 2023)

3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers. - Chen, Jieneng; Mei, Jieru; Li, Xianhang; Lu, Yongyi; Yu, Qihang; Wei, Qingyue; Luo, Xiangde; Xie, Yutong; Adeli, Ehsan; Wang, Yan; Lungren, Matthew P.; Xing, Lei; et al. (CoRR, 2023)

SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference. - Wang, Feng; Mei, Jieru; Yuille, Alan L. (CoRR, 2023)

Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning. - Zhao, Bingchen; Tu, Haoqin; Wei, Chen; Mei, Jieru; Xie, Cihang (CoRR, 2023)

A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties. - Xiao, Junfei; Zhou, Ziqi; Li, Wenxuan; Lan, Shiyi; Mei, Jieru; Yu, Zhiding; Yuille, Alan L.; Zhou, Yuyin; Xie, Cihang (CoRR, 2023)

Waymo Open Dataset: Panoramic Video Panoptic Segmentation. - Mei, Jieru; Zhu, Alex Zihao; Yan, Xinchen; Yan, Hang; Qiao, Siyuan; Chen, Liang-Chieh; Kretzschmar, Henrik (2022)

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

Fast AdvProp. - Mei, Jieru; Han, Yucheng; Bai, Yutong; Zhang, Yixiao; Li, Yingwei; Li, Xianhang; Yuille, Alan L.; Xie, Cihang (2022)

Fast AdvProp. - Mei, Jieru; Han, Yucheng; Bai, Yutong; Zhang, Yixiao; Li, Yingwei; Li, Xianhang; Yuille, Alan L.; Xie, Cihang (CoRR, 2022)

In Defense of Image Pre-Training for Spatiotemporal Recognition. - Li, Xianhang; Wang, Huiyu; Wei, Chen; Mei, Jieru; Yuille, Alan L.; Zhou, Yuyin; Xie, Cihang (CoRR, 2022)

Waymo Open Dataset: Panoramic Video Panoptic Segmentation. - Mei, Jieru; Zhu, Alex Zihao; Yan, Xinchen; Yan, Hang; Qiao, Siyuan; Zhu, Yukun; Chen, Liang-Chieh; Kretzschmar, Henrik; Anguelov, Dragomir (CoRR, 2022)

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

Shape-Texture Debiased Neural Network Training. - Li, Yingwei; Yu, Qihang; Tan, Mingxing; Mei, Jieru; Tang, Peng; Shen, Wei; Yuille, Alan L.; Xie, Cihang (2021)

Are Transformers more robust than CNNs? - Bai, Yutong; Mei, Jieru; Yuille, Alan L.; Xie, Cihang (2021)

Are Transformers More Robust Than CNNs? - Bai, Yutong; Mei, Jieru; Yuille, Alan L.; Xie, Cihang (CoRR, 2021)

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

AtomNAS: Fine-Grained End-to-End Neural Architecture Search. - Mei, Jieru; Li, Yingwei; Lian, Xiaochen; Jin, Xiaojie; Yang, Linjie; Yuille, Alan L.; Yang, Jianchao (2020)

CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network. - Yu, Qihang; Li, Yingwei; Mei, Jieru; Zhou, Yuyin; Yuille, Alan L. (CoRR, 2020)

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

Shape-Texture Debiased Neural Network Training. - Li, Yingwei; Yu, Qihang; Tan, Mingxing; Mei, Jieru; Tang, Peng; Shen, Wei; Yuille, Alan L.; Xie, Cihang (CoRR, 2020)

Batch Normalization with Enhanced Linear Transformation. - Xu, Yuhui; Xie, Lingxi; Xie, Cihang; Mei, Jieru; Qiao, Siyuan; Shen, Wei; Xiong, Hongkai; Yuille, Alan L. (CoRR, 2020)

Learning to Refine 3D Human Pose Sequences. - Mei, Jieru; Chen, Xingyu; Wang, Chunyu; Yuille, Alan L.; Lan, Xuguang; Zeng, Wenjun (2019)

AtomNAS: Fine-Grained End-to-End Neural Architecture Search. - Mei, Jieru; Li, Yingwei; Lian, Xiaochen; Jin, Xiaojie; Yang, Linjie; Yuille, Alan L.; Yang, Jianchao (CoRR, 2019)

Online Dictionary Learning for Approximate Archetypal Analysis. - Mei, Jieru; Wang, Chunyu; Zeng, Wenjun (2018)

Scene text script identification with Convolutional Recurrent Neural Networks. - Mei, Jieru; Dai, Luo; Shi, Baoguang; Bai, Xiang (2016)