JM
Jieru Mei
cs.CVcs.CLcs.AIcs.LGeess.IVImage Processing, Computer-AssistedMedical image segmentationNeural Networks, ComputerU-NetVision Transformers
On Valency
published · living versionsW_eup5mama·v1 · currentpublished
ALPS: Visual State Encoders for World Models
with Yanqing Liu, Letian Zhang, Chengzhi Liu, Zijun Wang +3
1 version
Preprints & journals
32 papers in the corpus · 2019–2026ALPS: Visual State Encoders for World Models2610.30120v1 · Yanqing Liu, Letian Zhang, Chengzhi Liu et al.2026 · 0 citationsarXivon Valency
Multi-Grid Post-Training for Long-Form Multi-Shot Video Generation2609.06373v1 · Jiawei Mao, Haoqin Tu, Hardy Chen et al.2026 · 0 citationsarXiv
VisualClaw: A Real-Time, Personalized Agent for the Physical World2606.16295v1 · Haoqin Tu, Jianwen Chen, Zijun Wang et al.2026 · 0 citationsarXiv
Mamba-Reg: Vision Mamba Also Needs Registers.41394344 · Wang, Feng, Wang, Jiahao, Ren, Sucheng et al.2026 · 23 citationsProceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2025;2025:14944-14953
STAR-1: Safer Alignment of Reasoning LLMs with 1K Data2504.01903v2 · Zijun Wang, Haoqin Tu, Yuhan Wang et al.2025 · 3 citationsarXiv
AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation2410.09040v1 · Zijun Wang, Haoqin Tu, Jieru Mei et al.2024 · 0 citationsarXiv
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation2409.01353v1 · Yunfei Xie, Cihang Xie, Alan Yuille et al.2024 · 0 citationsarXiv
TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers.39096845 · Chen, Jieneng, Mei, Jieru, Li, Xianhang et al.2024 · 1,383 citationsMedical image analysis. 2024;97:103280
What If We Recaption Billions of Web Images with LLaMA-3?2406.08478v2 · Xianhang Li, Haoqin Tu, Mude Hui et al.2024 · 2 citationsarXiv
Autoregressive Pretraining with Mamba in Vision2406.07537v1 · Sucheng Ren, Xianhang Li, Haoqin Tu et al.2024 · 0 citationsarXiv
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context2406.05565v1 · Sucheng Ren, Xiaoke Huang, Xianhang Li et al.2024 · 0 citationsarXiv
Mamba-R: Vision Mamba ALSO Needs Registers2405.14858v2 · Feng Wang, Jiahao Wang, Sucheng Ren et al.2024 · 4 citationsarXiv
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge2403.15735v1 · Siwei Yang, Xianhang Li, Jieru Mei et al.2024 · 8 citationsarXiv
SPFormer: Enhancing Vision Transformer with Superpixel Representation2401.02931v1 · Jieru Mei, Liang-Chieh Chen, Alan Yuille et al.2024 · 6 citationsarXiv
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties2312.13764v3 · Junfei Xiao, Ziqi Zhou, Wenxuan Li et al.2023 · 1 citationarXiv
Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning2312.11420v1 · Bingchen Zhao, Haoqin Tu, Chen Wei et al.2023 · 7 citationsarXiv
SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference2312.01597v4 · Feng Wang, Jieru Mei, Alan Yuille2023 · 80 citationsarXiv
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers2310.07781v1 · Jieneng Chen, Jieru Mei, Xianhang Li et al.2023 · 37 citationsarXiv
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning2310.04412v1 · Peiran Xu, Zeyu Wang, Jieru Mei et al.2023 · 0 citationsarXiv
Superpixel Transformers for Efficient Semantic Segmentation2309.16889v2 · Alex Zihao Zhu, Jieru Mei, Siyuan Qiao et al.2023 · 16 citationsarXiv
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation2308.10123v1 · Yi Zhang, Pengliang Ji, Angtian Wang et al.2023 · 37 citationsarXiv
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation2307.12591v1 · Yiqing Wang, Zihan Li, Jieru Mei et al.2023 · 64 citationsarXiv
BNET: Batch Normalization With Enhanced Linear Transformation.37018583 · Xu, Yuhui, Xie, Lingxi, Xie, Cihang et al.2023 · 21 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(7):9225-9232
Waymo Open Dataset: Panoramic Video Panoptic Segmentation2206.07704v1 · Jieru Mei, Alex Zihao Zhu, Xinchen Yan et al.2022 · 64 citationsarXiv
In Defense of Image Pre-Training for Spatiotemporal Recognition2205.01721v2 · Xianhang Li, Huiyu Wang, Chen Wei et al.2022 · 2 citationsarXiv
Fast AdvProp2204.09838v1 · Jieru Mei, Yucheng Han, Yutong Bai et al.2022 · 0 citationsarXiv
Are Transformers More Robust Than CNNs?2111.05464v1 · Yutong Bai, Jieru Mei, Alan Yuille et al.2021 · 142 citationsarXiv
Batch Normalization with Enhanced Linear Transformation2011.14150v1 · Yuhui Xu, Lingxi Xie, Cihang Xie et al.2020 · 1 citationarXiv
Shape-Texture Debiased Neural Network Training2010.05981v2 · Yingwei Li, Qihang Yu, Mingxing Tan et al.2020 · 59 citationsarXiv
Neural Architecture Search for Lightweight Non-Local Networks2004.01961v1 · Yingwei Li, Xiaojie Jin, Jieru Mei et al.2020 · 51 citationsarXiv
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks2003.12798v3 · Qihang Yu, Yingwei Li, Jieru Mei et al.2020 · 3 citationsarXiv
AtomNAS: Fine-Grained End-to-End Neural Architecture Search1912.09640v2 · Jieru Mei, Yingwei Li, Xiaochen Lian et al.2019 · 91 citationsarXiv
Career total: 41 works. 32 are in this corpus.
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