Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud. - Mutian Xu; Junhao Zhang; Zhipeng Zhou; Mingye Xu; Xiaojuan Qi 001; Yu Qiao 001 (AAAI, 2021)

PAConv: Position Adaptive Convolution With Dynamic Kernel Assembling on Point Clouds. - Mutian Xu; Runyu Ding; Hengshuang Zhao; Xiaojuan Qi 001 (CVPR, 2021)

TO-Scene: A Large-Scale Dataset for Understanding 3D Tabletop Scenes. - Mutian Xu; Pei Chen; Haolin Liu; Xiaoguang Han 001 (ECCV (27), 2022)

REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos. - Lingteng Qiu; Guanying Chen; Jiapeng Zhou; Mutian Xu; Junle Wang; Xiaoguang Han 001 (CVPR, 2023)

MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency. - Mingye Xu; Mutian Xu; Tong He 001; Wanli Ouyang; Yali Wang 001; Xiaoguang Han 001; Yu Qiao 001 (CVPR, 2023)

MVImgNet: A Large-scale Dataset of Multi-view Images. - Xianggang Yu; Mutian Xu; Yidan Zhang; Haolin Liu; Chongjie Ye; Yushuang Wu; Zizheng Yan; Chenming Zhu; Zhangyang Xiong; Tianyou Liang; Guanying Chen; Shuguang Cui; et al. (CVPR, 2023)

Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks. - David Junhao Zhang; Mutian Xu; Chuhui Xue; Wenqing Zhang; Xiaoguang Han 001; Song Bai 001; Mike Zheng Shou (CoRR, 2023)

SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene Segmentation. - Mutian Xu; Xingyilang Yin; Lingteng Qiu; Yang Liu 014; Xin Tong 001; Xiaoguang Han 001 (CoRR, 2023)

RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D. - Lingteng Qiu; Guanying Chen; Xiaodong Gu 004; Qi Zuo; Mutian Xu; Yushuang Wu; Weihao Yuan 001; Zilong Dong; Liefeng Bo; Xiaoguang Han 001 (CVPR, 2024)

Free-ATM: Harnessing Free Attention Masks for Representation Learning on Diffusion-Generated Images. - David Junhao Zhang; Mutian Xu; Jay Zhangjie Wu; Chuhui Xue; Wenqing Zhang; Xiaoguang Han 001; Song Bai 001; Mike Zheng Shou (ECCV (40), 2024)

A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective. - Chaoqi Chen; Yushuang Wu; Qiyuan Dai; Hong-Yu Zhou; Mutian Xu; Sibei Yang; Xiaoguang Han 001; Yizhou Yu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation. - Hongxiang Zhao; Xingchen Liu; Mutian Xu; Yiming Hao; Weikai Chen 001; Xiaoguang Han 001 (CVPR, 2025)

Unleashing the Multi-View Fusion Potential: Noise Correction in VLM for Open-Vocabulary 3D Scene Understanding. - Xingyilang Yin; Jiale Wang; Xi Yang; Mutian Xu; Xu Gu; Nannan Wang (CoRR, 2025)

Stable-Sim2Real: Exploring Simulation of Real-Captured 3D Data with Two-Stage Depth Diffusion. - Mutian Xu; Chongjie Ye; Haolin Liu; Yushuang Wu; Jiahao Chang; Xiaoguang Han 001 (CoRR, 2025)