Yifei Dong

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Hi! I’m a PhD student at KTH in Stockholm, supervised by Prof. Florian T. Pokorny. I also work closely with the groups of Xianyi Cheng at Duke. I hold an M.Sc. from ETH Zürich and a B.Sc. from Shanghai Jiao Tong University. My résumé.

I work on robotic manipulation, with particular interests in (1) the synthesis of robust non-prehensile manipulation skills that exploit tool use or rich contacts with the environment; and (2) the computational co-design of robot morphology and control, and broader hardware intelligence leveraging machine learning techniques. I also collaborate on projects exploring the grasping and manipulation of deformable or fragile objects, task and motion planning for long-horizon tasks, multi-object dexterous grasping, and related topics.

If these topics interest you as well, feel free to reach out for a chat!

news

Apr 27, 2026 We will present in RSS 2026, Sydney, our paper on robot co-design for fragile object manipulation.
Jan 31, 2026 Our paper on robust robotic tool use has been accepted to ICRA 2026, Vienna.
Jan 11, 2026 We will organize a workshop at ICRA 2026: Workshop on Manipulation Robustness: Towards Human-Level Robustness under Real-World Challenges.

selected publications

  1. latent-diffeo.gif
    Latent Diffeomorphic Co-Design of End-Effectors for Deformable and Fragile Object Manipulation
    Kei Ikemura* , Yifei Dong*, and Florian T. Pokorny
    Proceedings of Robotics: Science and Systems (RSS), 2026
    RSS 2025 Workshop on Robot Hardware-Aware Intelligence (Spotlight)
  2. tool-selection.gif
    Robustness-Aware Tool Selection and Manipulation Planning with Learned Energy-Informed Guidance
    Yifei Dong*, Yan Zhang* , Sylvain Calinon , and Florian T. Pokorny
    IEEE International Conference on Robotics and Automation (ICRA), 2026
  3. cagecoopt.gif
    CageCoOpt: Enhancing Manipulation Robustness through Caging-Guided Morphology and Policy Co-Optimization
    Yifei Dong*, Shaohang Han* , Xianyi Cheng , Werner Friedl , and 4 more authors
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025
  4. icra26gentle.gif
    Sim-to-Real Gentle Manipulation of Deformable and Fragile Objects with Stress-Guided Reinforcement Learning
    Kei Ikemura* , Yifei Dong*, David Blanco-Mulero , Alberta Longhini , and 2 more authors
    arxiv preprint, 2025
  5. SeqGrasp.gif
    Grasping a Handful: Sequential Multi-Object Dexterous Grasp Generation
    Haofei Lu , Yifei Dong, Zehang Weng , Florian T. Pokorny , and 2 more authors
    IEEE Robotics and Automation Letters (RA-L), 2025
    ICRA 2025 Workshop on Dexterity in Multi-Fingered Hands (Spotlight)
  6. modex.gif
    MoDex: A Diffusion Policy for Sequential Multi-Object Dexterous Grasping
    Haofei Lu , Hongjia Liu , Yifei Dong, Florian T. Pokorny , and 2 more authors
    arxiv preprint, 2026
  7. ral24.gif
    Characterizing Manipulation Robustness through Energy Margin and Caging Analysis
    Yifei Dong, Xianyi Cheng , and Florian T. Pokorny
    IEEE Robotics and Automation Letters (RA-L), 2024
    ICRA 2024 Workshop on Multi-Object Grasping (Oral)
  8. icra2024.gif
    Quasi-static Soft Fixture Analysis of Rigid and Deformable Objects
    Yifei Dong, and Florian T. Pokorny
    IEEE International Conference on Robotics and Automation (ICRA), 2024
    ICRA 2023 Workshop on Representing and Manipulating Deformable Objects

academic services

Organizing Main organizer of ICRA 2026 Workshop on Manipulation Robustness, Vienna
Paper review IJRR, RA-L, ICRA, IROS, ISRR
Teaching Teaching Assistant, Introduction to Robotics, DD2410, KTH (2024, 2025)
Talks Guest lecture or talks at Duke University (2025), Caltech (2024)