publications

2024

1. Infinite Motion: Extended Motion Generation via Long Text Instructions

   Mengtian Li ,  Chengshuo Zhai ,  Shengxiang Yao ,  Zhifeng Xie ,  Keyu Chen ,  and  Yu-Gang Jiang

   2024

   Bib Website

   @misc{li2024infinite,
     title = {Infinite Motion: Extended Motion Generation via Long Text Instructions},
     author = {Li, Mengtian and Zhai, Chengshuo and Yao, Shengxiang and Xie, Zhifeng and Chen, Keyu and Jiang, Yu-Gang},
     eprint = {2407.08443},
     archiveprefix = {arXiv},
     year = {2024},
     primaryclass = {cs.CV},
   }

2. MMoFusion: Multi-modal Co-Speech Motion Generation with Diffusion Model

   Sen Wang ,  Jiangning Zhang ,  Weijian Cao ,  Xiaobin Hu ,  Moran Li ,  Xiaozhong Ji ,  Xin Tan ,  Mengtian Li ,  Zhifeng Xie ,  Chengjie Wang ,  and  others

   2024

   Bib Website

   @misc{wang2024mmofusion,
     title = {MMoFusion: Multi-modal Co-Speech Motion Generation with Diffusion Model},
     author = {Wang, Sen and Zhang, Jiangning and Cao, Weijian and Hu, Xiaobin and Li, Moran and Ji, Xiaozhong and Tan, Xin and Li, Mengtian and Xie, Zhifeng and Wang, Chengjie and others},
     eprint = {2403.02905},
     archiveprefix = {arXiv},
     year = {2024},
     primaryclass = {cs.CV},
   }

3. SonicVisionLM: Playing Sound with Vision Language Models

   Zhifeng Xie ,  Shengye Yu ,  Qile He ,  and  Mengtian Li

   In CVPR , 2024

   Bib Website

   @inproceedings{xie2024sonicvisionlm,
     title = {SonicVisionLM: Playing Sound with Vision Language Models},
     author = {Xie, Zhifeng and Yu, Shengye and He, Qile and Li, Mengtian},
     booktitle = {CVPR},
     pages = {14930--14939},
     year = {2024},
   }

4. GaussianBody: Clothed Human Reconstruction via 3d Gaussian Splatting

   Mengtian Li ,  Shengxiang Yao ,  Zhifeng Xie ,  and  Keyu Chen

   2024

   Bib

   @misc{li2024gaussianbody,
     title = {GaussianBody: Clothed Human Reconstruction via 3d Gaussian Splatting},
     author = {Li, Mengtian and Yao, Shengxiang and Xie, Zhifeng and Chen, Keyu},
     year = {2024},
     eprint = {2401.09720},
     archiveprefix = {arXiv},
     primaryclass = {cs.CV}
   }

5. Class-imbalanced semi-supervised learning for large-scale point cloud semantic segmentation via decoupling optimization

   Mengtian Li ,  Shaohui Lin ,  Zihan Wang ,  Yunhang Shen ,  Baochang Zhang ,  and  Lizhuang Ma

   Pattern Recognition, 2024
6. Hierarchical Fashion Design with Multi-stage Diffusion Models

   Zhifeng Xie ,  Hao li ,  Huiming Ding ,  Mengtian Li ,  and  Ying Cao

   2024

   Bib Website

   @misc{xie2024hierarchical,
     title = {Hierarchical Fashion Design with Multi-stage Diffusion Models},
     author = {Xie, Zhifeng and li, Hao and Ding, Huiming and Li, Mengtian and Cao, Ying},
     year = {2024},
     eprint = {2401.07450},
     archiveprefix = {arXiv},
     primaryclass = {cs.CV},
   }

2023

1. A fine-grained vision and language representation framework with graph-based fashion semantic knowledge

   Huiming Ding ,  Sen Wang ,  Zhifeng Xie ,  Mengtian Li ,  and  Lizhuang Ma

   Computers & Graphics, 2023

   Bib

   @article{ding2023fine,
     title = {A fine-grained vision and language representation framework with graph-based fashion semantic knowledge},
     author = {Ding, Huiming and Wang, Sen and Xie, Zhifeng and Li, Mengtian and Ma, Lizhuang},
     journal = {Computers \& Graphics},
     volume = {115},
     pages = {216--225},
     year = {2023},
     publisher = {Elsevier}
   }

2022

1. Hyperspherical learning in multi-label classification

   Bo Ke ,  Yunquan Zhu ,  Mengtian Li ,  Xiujun Shu ,  Ruizhi Qiao ,  and  Bo Ren

   In ECCV , 2022

   Bib

   @inproceedings{ke2022hyperspherical,
     title = {Hyperspherical learning in multi-label classification},
     author = {Ke, Bo and Zhu, Yunquan and Li, Mengtian and Shu, Xiujun and Qiao, Ruizhi and Ren, Bo},
     booktitle = {ECCV},
     pages = {38--55},
     year = {2022},
     organization = {Springer}
   }

2. Hybridcr: Weakly-supervised 3d point cloud semantic segmentation via hybrid contrastive regularization

   Mengtian Li ,  Yuan Xie ,  Yunhang Shen ,  Bo Ke ,  Ruizhi Qiao ,  Bo Ren ,  Shaohui Lin ,  and  Lizhuang Ma

   In CVPR , 2022

   Bib

   @inproceedings{li2022hybridcr,
     title = {Hybridcr: Weakly-supervised 3d point cloud semantic segmentation via hybrid contrastive regularization},
     author = {Li, Mengtian and Xie, Yuan and Shen, Yunhang and Ke, Bo and Qiao, Ruizhi and Ren, Bo and Lin, Shaohui and Ma, Lizhuang},
     booktitle = {CVPR},
     pages = {14930--14939},
     year = {2022}
   }

3. Paying attention for adjacent areas: Learning discriminative features for large-scale 3D scene segmentation

   Mengtian Li ,  Yuan Xie ,  and  Lizhuang Ma

   Pattern Recognition, 2022

   Bib

   @article{li2022paying,
     title = {Paying attention for adjacent areas: Learning discriminative features for large-scale 3D scene segmentation},
     author = {Li, Mengtian and Xie, Yuan and Ma, Lizhuang},
     journal = {Pattern Recognition},
     volume = {129},
     pages = {108722},
     year = {2022},
     publisher = {Elsevier}
   }