Wenqiang Xu

I am actively seeking a postdoctoral position. My PhD and MS was completed at the School of SEIEE, Shanghai Jiao Tong University, under the supervision of Prof. Cewu Lu. Prior to this, I earned my bachelor’s degree from the School of the Gifted Young at the University of Science and Technology of China.

I once visited NUS, I was advised by Prof. Shao Lin and collaborated with Prof. Harold Soh.

I founded and lead the RobotFlow, which contains full-stack solutions to multi-modal perception, planning and control, and multiphysics & musculoskeletal simulation. This infrastructure is supporting all research projects in my team!

My research spectrum is shifting from object understanding to human-centric learning, with an interest in areas such as brain-robot interfaces, muscle-actuated control, dexterous manipulation and visual-tactile perception. Something cool is ongoing!

news

Oct 18, 2024	1 paper is accepted by Nature Communications.
Jul 29, 2024	1 paper is accepted by RA-L.
Jun 30, 2024	1 paper is accepted by IROS 2024 as Oral Pitch presentation.
Mar 11, 2024	1 paper is accepted by RA-L.
Feb 27, 2024	1 paper is accepted by CVPR 2024. 1 paper is accepted in T-PAMI.
Jan 13, 2024	3 papers are accepted by RA-L.
Dec 31, 2023	6 papers are accepted by CVPR/RSS/ICCV/CoRL, including 1 ICCV Oral.
Dec 31, 2022	6 papers are accepted by IROS/CVPR/CoRL/ICRA/TIP, including 1 IROS Best RoboCup Award & Best Paper Finalist, 1 CVPR Oral, 1 CoRL Oral.

talks

Jun 29, 2024	Empowered AI at AIEC. Thank Harvard Club of Wuxi for the invitation.
Aug 16, 2022	RFUniverse at Stanford Vision and Learning Lab. Thank Chen Wang for the invitation.

selected publications

Capturing forceful interaction with deformable objects using a deep learning-powered stretchable tactile array

Chunpeng Jiang*, Wenqiang Xu*, Yutong Li, Zhenjun Yu, Longchun Wang, Xiaotong Hu, Zhengyi Xie, Qingkun Liu, Bin Yang, Xiaolin Wang, Wenxin Du, Tutian Tang, Dongzhe Zheng, Siqiong Yao, Cewu Lu, and Jingquan Liu

Nature Communications, 2024

Bib PDF Website

@article{vitam,
  title = {Capturing forceful interaction with deformable objects using a deep learning-powered stretchable tactile array},
  author = {Jiang*, Chunpeng and Xu*, Wenqiang and Li, Yutong and Yu, Zhenjun and Wang, Longchun and Hu, Xiaotong and Xie, Zhengyi and Liu, Qingkun and Yang, Bin and Wang, Xiaolin and Du, Wenxin and Tang, Tutian and Zheng, Dongzhe and Yao, Siqiong and Lu, Cewu and Liu, Jingquan},
  journal = {Nature Communications},
  volume = {},
  number = {},
  pages = {},
  year = {2024},
  publisher = {Nature Publishing Group UK London},
}

DiPGrasp: Parallel Local Searching for Efficient Differentiable Grasp Planning

Wenqiang Xu*, Jieyi Zhang*, Tutian Tang, Zhenjun Yu, Yutong Li, and Cewu Lu

IEEE Robotics and Automation Letters, 2024

Bib PDF Website

@article{dipgrasp,
  title = {DiPGrasp: Parallel Local Searching for Efficient Differentiable Grasp Planning},
  author = {Xu*, Wenqiang and Zhang*, Jieyi and Tang, Tutian and Yu, Zhenjun and Li, Yutong and Lu, Cewu},
  journal = {IEEE Robotics and Automation Letters},
  volume = {},
  number = {},
  pages = {},
  year = {2024},
  publisher = {IEEE},
}

Differentiable Fluid Physics Parameter Identification By Stirring and For Stirring

Wenqiang Xu*, Dongzhe Zheng*, Yutong Li, Jieji Ren, and Cewu Lu

In IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024 Oral Pitch

Bib PDF Website

@inproceedings{diffstir,
  title = {Differentiable Fluid Physics Parameter Identification By Stirring and For Stirring},
  author = {Xu*, Wenqiang and Zheng*, Dongzhe and Li, Yutong and Ren, Jieji and Lu, Cewu},
  booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems},
  pages = {},
  year = {2024},
  organization = {IEEE},
}

RCare World: A Human-centric Simulation World for Caregiving Robots

Ruolin Ye*, Wenqiang Xu*, Haoyuan Fu, Rajat Kumar Jenamani, Vy Nguyen, Cewu Lu, Katherine Dimitropoulou, and Tapomayukh Bhattacharjee

In IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022 Best RoboCup Award & Best Paper Finalist

Bib PDF Website

@inproceedings{rcare,
  title = {RCare World: A Human-centric Simulation World for Caregiving Robots},
  author = {Ye*, Ruolin and Xu*, Wenqiang and Fu, Haoyuan and Jenamani, Rajat Kumar and Nguyen, Vy and Lu, Cewu and Dimitropoulou, Katherine and Bhattacharjee, Tapomayukh},
  booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems},
  pages = {33--40},
  year = {2022},
  organization = {IEEE},
}

ClothPose: A Real-World Benchmark for Visual Analysis of Garment Pose via An Indirect Recording Solution

Wenqiang Xu*, Wenxin Du*, Han Xue, Yutong Li, Ruolin Ye, Yan-Feng Wang, and Cewu Lu

In ICCV IEEE/CVF International Conference on Computer Vision, 2023 Oral

Bib PDF Website

@inproceedings{clothpose,
  title = {ClothPose: A Real-World Benchmark for Visual Analysis of Garment Pose via An Indirect Recording Solution},
  author = {Xu*, Wenqiang and Du*, Wenxin and Xue, Han and Li, Yutong and Ye, Ruolin and Wang, Yan-Feng and Lu, Cewu},
  booktitle = {{ICCV} IEEE/CVF International Conference on Computer Vision},
  pages = {58--68},
  year = {2023},
}