Yifan (Ivan) Xie   |   谢奕凡

I am a Ph.D. candidate in Data Science at THU logo Tsinghua University, supervised by Prof. Wenbo Ding. My research focuses on robotic foundation model, particularly robot-free data learning, tactile perception, and 3D vision.

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News

  • 2026.09 Our paper Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation was accepted by NeurIPS 2026.
  • 2026.08 Our paper Master Micro Residual Correction with Adaptive Tactile Fusion and Force-Mixed Control for Contact-Rich Manipulation was accepted by IEEE Robotics and Automation Letter (RA-L).

  • Publications

    † Equal contribution. * Corresponding author or Project lead.

    Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories

    Xiaomi Robotics Team

    Technical Report

    GeoLAM: Learning Geometry-Grounded Latent Actions from Unlabeled Human Videos GeoLAM: Learning Geometry-Grounded Latent Actions from Unlabeled Human Videos

    Yifan Xie, Hekun Tian, Jinkun Liu, YuAn Wang, Qiao Sun, Wenbo Ding

    Preprint

    Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation

    Yifan Xie, YuAn Wang, Guangyu Chen, Jinkun Liu, Yu Sun, Wenbo Ding

    NeurIPS 2026

    Master Micro Residual Correction with Adaptive Tactile Fusion and Force-Mixed Control for Contact-Rich Manipulation Master Micro Residual Correction with Adaptive Tactile Fusion and Force-Mixed Control for Contact-Rich Manipulation

    Xingting Li†, Yifan Xie†, Han Liu, Wei Hou, Guangyu Chen, Shoujie Li, Wenbo Ding

    IEEE RA-L 2026

    TaCauchy: An Extensible FEM Framework for Vision-Based Tactile Simulation TaCauchy: An Extensible FEM Framework for Vision-Based Tactile Simulation

    Hengfei Zhao†, Yifan Xie†, Junhao Gong, Yue Sun, Kai Zhu, Weihua He, Shoujie Li, Haohuan Fu, Wenbo Ding

    IROS 2026

    Universal Visuo-Tactile Video Understanding for Embodied Interaction Universal Visuo-Tactile Video Understanding for Embodied Interaction

    Yifan Xie, Mingyang Li, Shoujie Li, Xingting Li, Guangyu Chen, Fei Ma, Fei Richard Yu, Wenbo Ding

    NeurIPS 2025

    PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-based Talking Head Synthesis PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-based Talking Head Synthesis

    Yifan Xie, Tao Feng, Xin Zhang, Xiangyang Luo, Zixuan Guo, Weijiang Yu, Heng Chang, Fei Ma, Fei Richard Yu

    AAAI 2025

    Iterative Feedback Network for Unsupervised Point Cloud Registration Iterative Feedback Network for Unsupervised Point Cloud Registration

    Yifan Xie, Boyu Wang, Shiqi Li, Jihua Zhu

    IEEE RA-L 2024

    Cross-Modal Information-Guided Network using Contrastive Learning for Point Cloud Registration Cross-Modal Information-Guided Network using Contrastive Learning for Point Cloud Registration

    Yifan Xie, Jihua Zhu, Shiqi Li, Pengcheng Shi

    IEEE RA-L 2024

    Experience
    Xiaomi logo Xiaomi Robotics
    2026.05–now
    Top Talent Program
    ByteDance Seed logo ByteDance Seed
    2025.12–2026.04
    Research Intern
    X Square Robot logo X Square Robot
    2025.06–2025.11
    Research Intern
    Awards and Honors
    • 2026.09 — Future Leaders Scholarship in Tsinghua University
    • 2026.06 — WorldArena Challenge@CVPR 2026 3rd Place
    • 2025.06 — Outstanding Master's Thesis of Xi'an Jiaotong University
    • 2024.10 — National Scholarship
    • 2023.10 — Xi'an Jiaotong University Postgraduate Academic Scholarship
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