profile photo
Research

I have a broad interest and research experience in Robotics, deformation modeling and manipulation, differentiable physical simulation, model-based and model-free control, sim-to-real transfer, dexterous manipulation and reinforcement learning.

Selected Publication
      2025
DRAWER: Digital Reconstruction and Articulation With Environment Realism
Hongchi Xia, Entong Su, Marius Memmel, Arhan Jain, Raymond Yu, Numfor Mbiziwo-Tiapo, Ali Farhadi, Abhishek Gupta, Shenlong Wang, Wei-Chiu Ma CVPR 2025
[arXiv][Website]
      2024
Diffusion-PbD: Generalizable Robot Programming by Demonstration with Diffusion Features Michael Murray, Entong Su, Maya Cakmak IROS 2024
[arXiv][Website]

      2023
Sim2Real Manipulation on Unknown Objects with Tactile-based Reinforcement Learning
Entong Su , Chengzhe Jia, Yuzhe Qin, Wenxuan Zhou, Annabella Macaluso,Binghao Huang, Xiaolong Wang


ICRA 2024
[arXiv][Website]






      2022
Differentiable Robotic Manipulation of Deformable Rope-like Objects Using Compliant Position-based Dynamics
Fei Liu*, Entong Su*, Jingpei Lu, Mingen Li, Michael Yip
IEEE Robotics and Automation Letters
[arXiv][Website]

Parameter Identification and Motion Control for Articulated Rigid Body Robots Using Differentiable Position-based Dynamics
Fei Liu*, Mingen Li*, Jingpei Lu, Entong Su, Michael Yip

[arXiv][Website]

Website templete from here