A bio-robotic remora disc with attachment and detachment capabilities for reversible underwater hitchhiking. - Siqi Wang; Lei Li; Yufeng Chen 003; Yueping Wang; Wenguang Sun; Junfei Xiao; Dylan K. Wainwright; Tianmiao Wang; Robert J. Wood; Li Wen (ICRA, 2019)

DualNorm-UNet: Incorporating Global and Local Statistics for Robust Medical Image Segmentation. - Junfei Xiao; Lequan Yu; Lei Xing 001; Alan L. Yuille; Yuyin Zhou (CoRR, 2021)

Learning from Temporal Gradient for Semi-supervised Action Recognition. - Junfei Xiao; Longlong Jing; Lin Zhang 040; Ju He; Qi She; Zongwei Zhou; Alan L. Yuille; Yingwei Li 002 (CVPR, 2022)

CateNorm: Categorical Normalization for Robust Medical Image Segmentation. - Junfei Xiao; Lequan Yu; Zongwei Zhou; Yutong Bai; Lei Xing 001; Alan L. Yuille; Yuyin Zhou (DART@MICCAI, 2022)

1st Place Solution of The Robust Vision Challenge (RVC) 2022 Semantic Segmentation Track. - Junfei Xiao; Zhichao Xu; Shiyi Lan; Zhiding Yu; Alan L. Yuille; Anima Anandkumar (CoRR, 2022)

Synthetic Tumors Make AI Segment Tumors Better. - Qixin Hu; Junfei Xiao; Yixiong Chen; Shuwen Sun; Jieneng Chen; Alan L. Yuille; Zongwei Zhou (CoRR, 2022)

AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation. - Siwei Yang; Longlong Jing; Junfei Xiao; Hang Zhao; Alan L. Yuille; Yingwei Li 002 (CoRR, 2022)

Masked Autoencoders Enable Efficient Knowledge Distillers. - Yutong Bai; Zeyu Wang 008; Junfei Xiao; Chen Wei 005; Huiyu Wang; Alan L. Yuille; Yuyin Zhou; Cihang Xie (CVPR, 2023)

Label-Free Liver Tumor Segmentation. - Qixin Hu; Yixiong Chen; Junfei Xiao; Shuwen Sun; Jieneng Chen; Alan L. Yuille; Zongwei Zhou (CVPR, 2023)

CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection. - Jie Liu 044; Yixiao Zhang 001; Jieneng Chen; Junfei Xiao; Yongyi Lu; Bennett A. Landman; Yixuan Yuan; Alan L. Yuille; Yucheng Tang; Zongwei Zhou (ICCV, 2023)

Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification. - Junfei Xiao; Yutong Bai; Alan L. Yuille; Zongwei Zhou (WACV, 2023)

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; Alan L. Yuille; Yuyin Zhou; Cihang Xie (CoRR, 2023)

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 L. Yuille; Yuyin Zhou; Cihang Xie (ECCV (38), 2024)

Rejuvenating image-GPT as Strong Visual Representation Learners. - Sucheng Ren; Zeyu Wang 008; Hongru Zhu; Junfei Xiao; Alan L. Yuille; Cihang Xie (ICML, 2024)

PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter. - Junfei Xiao; Zheng Xu; Alan L. Yuille; Shen Yan; Boyu Wang (CoRR, 2024)

Medical Vision Generalist: Unifying Medical Imaging Tasks in Context. - Sucheng Ren; Xiaoke Huang; Xianhang Li; Junfei Xiao; Jieru Mei; Zeyu Wang 008; Alan L. Yuille; Yuyin Zhou (CoRR, 2024)

What If We Recaption Billions of Web Images with LLaMA-3? - Xianhang Li; Haoqin Tu; Mude Hui; Zeyu Wang 008; Bingchen Zhao; Junfei Xiao; Sucheng Ren; Jieru Mei; Qing Liu 017; Huangjie Zheng; Yuyin Zhou; Cihang Xie (CoRR, 2024)

GenEx: Generating an Explorable World. - Taiming Lu; Tianmin Shu; Junfei Xiao; Luoxin Ye; Jiahao Wang 001; Cheng Peng 008; Chen Wei; Daniel Khashabi; Rama Chellappa; Alan L. Yuille; Jieneng Chen (CoRR, 2024)

VideoAuteur: Towards Long Narrative Video Generation. - Junfei Xiao; Feng Cheng; Lu Qi; Liangke Gui; Jiepeng Cen; Zhibei Ma; Alan L. Yuille; Lu Jiang (CoRR, 2025)

Play to Generalize: Learning to Reason Through Game Play. - Yunfei Xie; Yinsong Ma; Shiyi Lan; Alan L. Yuille; Junfei Xiao; Chen Wei (CoRR, 2025)

Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models. - Tiezheng Zhang; Yitong Li; Yu-Cheng Chou; Jieneng Chen; Alan L. Yuille; Chen Wei; Junfei Xiao (CoRR, 2025)

Captain Cinema: Towards Short Movie Generation. - Junfei Xiao; Ceyuan Yang; Lvmin Zhang; Shengqu Cai; Yang Zhao; Yuwei Guo 002; Gordon Wetzstein; Maneesh Agrawala; Alan L. Yuille; Lu Jiang (CoRR, 2025)