Zhuo Chen

King's College London, London, UK.

zhuo.JPG
ICRA2024, Yokohama, Japan

Hi! I am a final-year Ph.D. candidate in the Robot Perception Lab (RPL) at King’s College London, supervised by Prof. Shan Luo. I am also a Research Scientist Intern at the NVIDIA Seattle Robotics Lab, hosted by Yashraj Narang and Iretiayo Akinola. In addition, I collaborate closely with Prof. Jiankang Deng at Imperial College London on embodied AI.

I am passionate about multimodal Physical AI, with the goal of enabling robots to perceive, reason, and act robustly in the physical world through vision and touch. My research focuses on sensor-invariant physical representations, generative modeling, and cross-embodiment learning for contact-rich robot manipulation. In particular, my Ph.D. research advances robotic dexterity through human-level tactile intelligence along three interconnected directions: (1) force and tactile sensing for precise robot grapsing and manipulation; (2) foundation models that unify heterogeneous tactile sensors, from vision-based tactile sensors to electronic skins; and (3) vision-tactile-language-action (VTLA) models for contact-rich robot manipulation. My work spans the full robotics stack—from sensor fabrication to physical simulation, sim-to-real transfer, and learning-based methods including generative learning, reinforcement learning, and imitation learning.

Beyond research, I actively contribute to the robotics community as a reviewer for T-RO, RA-L, RSS, ICRA, and IROS. I was selected as a member of the 2026 cohort of RSS Pioneers. I also serve as Program Chair of the 7th ViTac Workshop at ICRA and previously served as Local Arrangements Chair of the 6th UK Robot Manipulation Workshop.

Nvidia
Nvidia
Research Scientist Intern
Jun.26 -
Imperial
Imperial College London
Research Intern
Oct. 24 - June. 26
KCL
King's College London
PhD & Research Assistant
Oct. 23 - Present
nus
NUS
Visiting Student Researcher
Jan. 22 - Jan. 23

news

Jul 15, 2026 VTLoc is accepted to R-AL. Congratulations to Zhiyuan!
Apr 29, 2026 I am very honored to be selected as 2026 cohort of RSS Pioneers! See you in Sydney!
Apr 23, 2026 I am invited by Springer Nature as guest editor to publish a special issue regarding visual-tactile sensing in the International Journal of Computer Vision (IJCV). Stay tuned!
Mar 29, 2026 Native-Domain Camera–LiDAR Calibration has been accepted by R-AL! Congrats to Ni!
Mar 28, 2026 Peg-in-Hole Assembly Learning from Peg-out-of-Hole Disassembly has been accepted by RA-L! Congrats to Yongqiang!
Feb 21, 2026 Semantic-VLA has been accepted to CVPR2026 !
Feb 15, 2026 Our 7th ViTac Workshop has been accepted to ICRA2026. I will be serving as Program Chair. Stay tuned !
Jan 31, 2026 MagicSkin has been accepted to ICRA2026, congratulations to Timi, the first Msc. student I mentored for his individual project at Kings! Very well done !
Jan 15, 2026 GenForce, a framework for transferable force sensing across diverse tactile sensors has been accepted to Nature Communications!
Jan 04, 2026 SimTac has been accepted to Cyborg and Bionic Systems, congratulations to the Xuyang!
Dec 19, 2025 I will be joining in Nvidia Seattle Robotics Lab as a Research Scientist Intern in 2026 summer! Look forward to this journey!
Sep 30, 2025 ViTacGen is accepted to R-AL. Congratulations to Zhiyuan!
Jun 30, 2025 Surrogate Diffusion has been accepted to IROS 2025!
Jan 30, 2025 TransForce has been accepted to ICRA 2025!
Jan 08, 2025 I am honored to be the co-organizer (local arrangement chair) of the 6th UK Robot Manipulation Workshop. More than 300 attendees from academia, industry and tech-company are hosted at King’s!

Selected publications  ·  Google Scholar

  1. Nature Comm. 2026
    genforce_preview.png
    Training Tactile Sensors to Learn Force Sensing from Each Other
    Zhuo Chen, Ni Ou, Xuyang Zhang, Zhiyuan Wu, Yongqiang Zhao, Yupeng Wang, EmmanouilSpyrakos Papastavridis, Nathan Lepora, Lorenzo Jamone, Jiankang Deng, and Shan Luo
    Nature Communications, 2026
  2. RSS pioneers 2026
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    Towards Human-Level Robotic Tactile Intelligence: Unify, Transfer, and Coordinate
    Zhuo Chen
    RSS Pioneers 2026, 2026
  3. CVPR2026
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    SemanticVLA: Towards Semantic Reasoning over Action Memorization via Synergistic Explicit Trace and Latent Action Planning
    Fei Ni, Zhuo Chen, Shan Luo, Jianye Hao, Jiankang Deng, and Stefanos Zafeiriou
    CVPR, 2026
  4. under review
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    PACE: Progress Actively-internalized Conditioning Execution for Long-horizon Manipulation
    Fei Ni, Zhuo Chen, Xianze Yao, Zerui Chen, Changrui Chen, Yifu Yuan, Shan Luo, Jianye Hao, and Jiankang Deng
    NeurIPS submission, 2026
  5. under review
    uniforce_preview.png
    UniForce: A Unified Latent Force Model for Robot Manipulation with Diverse Tactile Sensors
    Zhuo Chen, Fei Ni, Kaiyao Luo, Zhiyuan Wu, Xuyang Zhang, Emmanouil Spyrakos-Papastavridis, Lorenzo Jamone, Nathan F Lepora, Jiankang Deng, and Shan Luo
    arXiv:2602.01153, 2026
  6. under review
    unimorph_preview.png
    UniMorphGrasp: Diffusion Model with Morphology-Awareness for Cross-Embodiment Dexterous Grasp Generation
    Zhiyuan Wu, Xiangyu Zhang, Zhuo Chen, Jiankang Deng, Rolandos Alexandros Potamias, and Shan Luo
    CoRL submission, 2026
  7. RA-L 2026
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    VTLoc: Learning-Based Tactile Contact Localization in Visual Point Clouds
    Zhiyuan Wu, Zhuo Chen, and Shan Luo
    IEEE Robotics and Automation Letters, 2026, 2026
  8. RA-L 2026
    RA-L_yongqiang.png
    Visual-Tactile Peg-in-Hole Assembly Learning from Peg-out-of-Hole Disassembly
    Yongqiang Zhao, Xuyang Zhang, Zhuo Chen, Matteo Leonetti, Emmanouil Spyrakos-Papastavridis, and Shan Luo
    IEEE Robotics and Automation Letters, 2026
  9. ICRA2026
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    MagicSkin: Balancing Marker and Markerless Modes in Vision-Based Tactile Sensors with a Translucent Skin
    Oluwatimilehin Tijani*, Zhuo Chen*, Jiankang Deng, and Shan Luo
    ICRA2026, 2026
  10. under review
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    Training Novices to Provide Robot-Learnable Visuomotor Demonstrations
    Endong Sun, Yuqing Zhu, Zhuo Chen, Shan Luo, Emmanouil Spyrakos-Papastavridis, and Matthew Howard
    under review, 2026
  11. Preprint
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    HapTile: A Haptic-Informed Vision-Tactile-Language-Action Dataset for Contact-Rich Imitation Learning
    Amirhosein Alian, Yongqiang Zhao, Shiyi Gu, Xuyang Zhang, Zhuo Chen, Christopher Mower, Haitham Bou-Ammar, and Shan Luo
    under review, 2026
  12. Cyborg & Bionic Systems
    simtac_preview.png
    SimTac: A Physics-Based Simulator for Vision-Based Tactile Sensing with Biomorphic Structures
    Xuyang Zhang, Jiaqi Jiang, Zhuo Chen, Yongqiang Zhao, Tianqi Yang, Daniel Fernandes Gomes, Jianan Wang, and Shan Luo
    Cyborg & Bionic Systems, 2026
  13. RA-L 2025
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    ViTacGen: Robotic Pushing with Vision-to-Touch Generation
    Zhiyuan Wu, Yijiong Lin, Yongqiang Zhao, Xuyang Zhang, Zhuo Chen, Lepora Nathan, and Shan Luo
    IEEE Robotics and Automation Letters, 2025
  14. ICRA 2025
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    TransForce: Transferable Force Prediction for Vision-based Tactile Sensors with Sequential Image Translation
    Zhuo Chen, Ni Ou, Xuyang Zhang, and Shan Luo
    ICRA, 2025
  15. IROS 2024
    iros2024_preview.png
    Deep domain adaptation regression for force calibration of optical tactile sensors
    Zhuo Chen, Ni Ou, Jiaqi Jiang, and Shan Luo
    IROS, 2024
  16. RA-L/ICRA2025
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    Marker or markerless? mode-switchable optical tactile sensing for diverse robot tasks
    Ni Ou, Zhuo Chen, and Shan Luo
    IEEE Robotics and Automation Letters, 2024
  17. ACS ami
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    Laser-sculptured hierarchical spinous structures for ultra-high-sensitivity iontronic sensors with a broad operation range
    Zhuo Chen, Yang Zhang, Bin Zhu, Yigen Wu, Xiaohui Du, Liwei Lin, and Dezhi Wu
    ACS Applied Materials & Interfaces, 2022