Zhuo Chen
King's College London, London, UK.
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.
news
| Jul 15, 2026 | VTLoc is accepted to R-AL. Congratulations to Zhiyuan! |
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| 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
- Nature Comm. 2026
- RSS pioneers 2026
Towards Human-Level Robotic Tactile Intelligence: Unify, Transfer, and CoordinateRSS Pioneers 2026, 2026 - CVPR2026
SemanticVLA: Towards Semantic Reasoning over Action Memorization via Synergistic Explicit Trace and Latent Action PlanningCVPR, 2026 - under review
PACE: Progress Actively-internalized Conditioning Execution for Long-horizon ManipulationNeurIPS submission, 2026 - under review
UniForce: A Unified Latent Force Model for Robot Manipulation with Diverse Tactile SensorsarXiv:2602.01153, 2026 - under review
UniMorphGrasp: Diffusion Model with Morphology-Awareness for Cross-Embodiment Dexterous Grasp GenerationCoRL submission, 2026 - RA-L 2026
VTLoc: Learning-Based Tactile Contact Localization in Visual Point CloudsIEEE Robotics and Automation Letters, 2026, 2026 - RA-L 2026
Visual-Tactile Peg-in-Hole Assembly Learning from Peg-out-of-Hole DisassemblyIEEE Robotics and Automation Letters, 2026 - ICRA2026
MagicSkin: Balancing Marker and Markerless Modes in Vision-Based Tactile Sensors with a Translucent SkinICRA2026, 2026 - under review
Training Novices to Provide Robot-Learnable Visuomotor Demonstrationsunder review, 2026 - Preprint
HapTile: A Haptic-Informed Vision-Tactile-Language-Action Dataset for Contact-Rich Imitation Learningunder review, 2026 - Cyborg & Bionic Systems
SimTac: A Physics-Based Simulator for Vision-Based Tactile Sensing with Biomorphic StructuresCyborg & Bionic Systems, 2026 - RA-L 2025
ViTacGen: Robotic Pushing with Vision-to-Touch GenerationIEEE Robotics and Automation Letters, 2025 - ICRA 2025
TransForce: Transferable Force Prediction for Vision-based Tactile Sensors with Sequential Image TranslationICRA, 2025 - IROS 2024
- RA-L/ICRA2025
Marker or markerless? mode-switchable optical tactile sensing for diverse robot tasksIEEE Robotics and Automation Letters, 2024 - ACS ami
Laser-sculptured hierarchical spinous structures for ultra-high-sensitivity iontronic sensors with a broad operation rangeACS Applied Materials & Interfaces, 2022