Selected Publications

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  • * indicates the Co-first Author and # indicates the Corresponding Author
OmniStyle: Filtering High Quality Style Transfer Data at Scale
OmniStyle: Filtering High Quality Style Transfer Data at Scale
CVPR, 2025 (CCF-A类会议)
Ye Wang, Ruiqi Liu, Jiang Lin, Fei Liu, Zili Yi, Yilin Wang # , Rui Ma #
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FreeScene: Mixed Graph Diffusion for 3D Scene Synthesis from Free Prompts
FreeScene: Mixed Graph Diffusion for 3D Scene Synthesis from Free Prompts
CVPR, 2025 (CCF-A类会议)
Tongyuan Bai, Yuanfan Baiwang, Dong Chen, Tieru Wu, Manyi Li, Rui Ma #
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DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction
DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction
CVPR, 2025 (CCF-A类会议)
Miaowei Wang, Yibo Zhang, Rui Ma, Weiwei Xu, Changqing Zou, Daniel Morris
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BOOTPLACE: Bootstrapped Object Placement with Detection Transformers
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers
CVPR, 2025 (CCF-A类会议)
Hang Zhou, Xinxin Zuo, Rui Ma # , Li Cheng
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Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering
Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering
ICLR, 2025 (CAAI-A类会议)
Yibo Zhang, Lihong Wang, Changqing Zou, Tieru Wu, Rui Ma #
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SigStyle: Signature Style Transfer via Personalized Text-to-Image Models
SigStyle: Signature Style Transfer via Personalized Text-to-Image Models
AAAI, 2025 (CCF-A类会议)
Ye Wang, Tongyuan Bai, Xuping Xie, Zili Yi, Yilin Wang # , Rui Ma #
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Anywhere: A Multi-Agent Framework for Reliable and Diverse Foreground-Conditioned Image Inpainting
Anywhere: A Multi-Agent Framework for Reliable and Diverse Foreground-Conditioned Image Inpainting
AAAI, 2025 (CCF-A类会议)
Tianyidan Xie, Rui Ma, Qian Wang, Xiaoqian Ye, Feixuan Liu, Ying Tai, Zhengyu Zhang, Lanjun Wang, Zili Yi
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SingleDream: Attribute-Driven T2I Customization from a Single Reference Image
SingleDream: Attribute-Driven T2I Customization from a Single Reference Image
CVM, 2025
Ye Wang, Ruiqi Liu, Zili Yi # , Tieru Wu, Rui Ma #
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LPA-Aug: Learning to Place and Adjust Synthetic Objects for LiDAR Data Augmentation
LPA-Aug: Learning to Place and Adjust Synthetic Objects for LiDAR Data Augmentation
CVMJ, 2025
Shida Wei, Ruifeng Zhai, Jiacheng Liu, Rui Ma #
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DiffPop: Plausibility-Guided Object Placement Diffusion for Image Composition
DiffPop: Plausibility-Guided Object Placement Diffusion for Image Composition
Computer Graphics Forum (Special Issue of Pacific Graphics), 2024 (CCF-B类期刊)
Jiacheng Liu * , Hang Zhou * , Shida Wei, Rui Ma #
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3D-SSGAN: Lifting 2D Semantics for 3D-Aware Compositional Portrait Synthesis
3D-SSGAN: Lifting 2D Semantics for 3D-Aware Compositional Portrait Synthesis
Pacific Graphics (PG), 2024 (CCF-B类会议)
Ruiqi Liu * , Peng Zheng * , Ye Wang, Rui Ma #
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SemanticHuman-HD: High-Resolution Semantic Disentangled 3D Human Generation
SemanticHuman-HD: High-Resolution Semantic Disentangled 3D Human Generation
ECCV, 2024 (CAAI-A类会议)
Peng Zheng, Tao Liu, Zili Yi, Rui Ma #
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GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis
GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis
SIGGRAPH, 2024 (CCF-A类会议)
Boming Zhao * , Yuan Li * , Ziyu Sun, Lin Zeng, Yujun Shen, Rui Ma, Yinda Zhang, Hujun Bao, Zhaopeng Cui
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3D-SceneDreamer: Text-Driven 3D-Consistent Scene Generation
3D-SceneDreamer: Text-Driven 3D-Consistent Scene Generation
CVPR, 2024 (CCF-A类会议)
Songchun Zhang, Yibo Zhang, Quan Zheng, Wei Hua, Rui Ma, Hujun Bao, Weiwei Xu, Changqing Zou
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EPSD: Early Pruning with Self-Distillation for Efficient Model Compression
EPSD: Early Pruning with Self-Distillation for Efficient Model Compression
AAAI, 2024 (CCF-A类会议)
Dong Chen, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma # , Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang #
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B-Spine: Learning B-Spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation
B-Spine: Learning B-Spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation
AAAI, 2024 (CCF-A类会议)
Hao Wang, Qiang Song, Ruofeng Yin # , Rui Ma #
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P2M2-Net: Part-Aware Prompt-Guided Multimodal Point Cloud Completion
P2M2-Net: Part-Aware Prompt-Guided Multimodal Point Cloud Completion
The 18th International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics), 2023 (CCF-C类会议，Best Poster Award)
Linlian Jiang, Pan Chen, Ye Wang, Tieru Wu, Rui Ma #
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MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations
Arxiv Preprint, 2023
Ye Wang, Bowei Jiang, Changqing Zou, Rui Ma #
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SAC-GAN: Structure-Aware Image Composition
SAC-GAN: Structure-Aware Image Composition
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 (CCF-A类期刊, IF=5.226)
Hang Zhou, Rui Ma # , Lingxiao Zhang, Lin Gao, Ali Mahdavi-Amiri, Hao Zhang
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FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs
FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs
International Conference on Pattern Recognition* (*ICPR Oral, CAAI-B类会议) and also CVPR Workshop on Explainable Artificial Intelligence for Computer Vision (XAI4CV), 2022
Hui Li, Zihao Li, Rui Ma # , Tieru Wu #
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Spatial-Temporal Residual Aggregation for High Resolution Video Inpainting
Spatial-Temporal Residual Aggregation for High Resolution Video Inpainting
British Machine Vision Conference (BMVC), 2021 (清华B类会议)
Vishnu Sanjay Ramiya Srinivasan * , Rui Ma * , Qiang Tang # , Zili Yi, Zhan Xu
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View-Aware Geometry-Structure Joint Learning for Single-View 3D Shape Reconstruction
View-Aware Geometry-Structure Joint Learning for Single-View 3D Shape Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (CCF-A类期刊, IF=16.389)
Xuancheng Zhang * , Rui Ma * , Changqing Zou, Minghao Zhang, Xibin Zhao # , Yue Gao #
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RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes
RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes
Second ICCV Workshop on Autonomous Vehicle Vision (AVVision), 2021 (Workshop Oral paper)
Jiongchao Jin * , Arezou Fatemi * , Wallace Lira, Fenggen Yu, Biao Leng, Rui Ma # , Ali Mahdavi-Amiri, Hao Zhang
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Language-Driven Synthesis of 3D Scenes from Scene Databases
Language-Driven Synthesis of 3D Scenes from Scene Databases
ACM Transactions on Graphics (Special Issue of SIGGRAPH Asia), 2018 (CCF-A类期刊, IF=6.495)
Rui Ma * , Akshay Gadi Patil * , Matthew Fisher, Manyi Li, Sören Pirk, Binh-Son Hua, Sai-Kit Yeung, Xin Tong, Leonidas Guibas, Hao Zhang
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Action-Driven 3D Indoor Scene Evolution
Action-Driven 3D Indoor Scene Evolution
ACM Transactions on Graphics (Special Issue of SIGGRAPH Asia), 2016 (CCF-A类期刊, IF=6.495)
Rui Ma * , Honghua Li * , Changqing Zou, Zicheng Liao, Xin Tong, Hao Zhang
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Organizing Heterogeneous Scene Collection through Contextual Focal Points
Organizing Heterogeneous Scene Collection through Contextual Focal Points
ACM Transactions on Graphics (Special Issue of SIGGRAPH), 2014 (CCF-A类期刊, IF=6.495)
Kai Xu, Rui Ma, Hao Zhang, Chenyang Zhu, Ariel Shamir, Daniel Cohen-Or, Hui Huang
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Topology-Varying 3D Shape Creation via Structural Blending
Topology-Varying 3D Shape Creation via Structural Blending
ACM Transactions on Graphics (Special Issue of SIGGRAPH), 2014 (CCF-A类期刊, IF=6.495)
Ibraheem Alhashim, Honghua Li, Kai Xu, Junjie Cao, Rui Ma, Hao Zhang
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