๐Ÿ‘‹ I am a student researcher at Microsoft and a final year M.S. student at the Technical University of Denmark with the Full Tuition Fee Waiver (30 per year). Previously, I was an intern in computer vision at Teton and Volvo Cars, and I am a research assistant at UCLA. I received my bachelorโ€™s degree from Tongji University with the Outstanding Graduate Honor and conducted research at the Institute of Intelligent Vehicles (TJU-IIV) directed by Prof. Yanjun Huang and Prof. Hong Chen.

My experience focuses on computer vision and robot learning with deep learning and generative models. I am searching for full positions in 2025

๐Ÿ”ฅ News

  • 2025.10: ย ๐ŸŽ‰ Our V2XPnP paper won the Best Paper Award (1st) at the ICCV 2025 DriveX Workshop!
  • 2025.06: ย ๐Ÿ‘ Our V2XPnP paper on cooperative perception and prediction has been accepted by ICCV 2025!
  • 2025.02: ย ๐Ÿ’ป Start my student researcher in Microsoft, focusing on robot agent for manipulation with LLM.
  • 2024.05: ย ๐Ÿ‘ Our unsupervised reinforcement learning papers on autonomous driving have been accepted by IEEE Transactions on Intelligent Transportation Systems (Top-ranked in ITS Filed, IF:8.2)!
  • 2024.01: ย ๐Ÿ’ป Start my research assistant in UCLA, focusing on prediction model implementation and map generation.
  • 2024.01: ย ๐Ÿ’ป Start my student project in Teton, focusing on implementation and test Yolo-based 3D human mesh recovery model.
  • 2023.06: ย ๐ŸŽ‰ Graduated from Tongji University with Outstanding Graduate Honor!
  • 2023.03: ย ๐ŸŽ‰ Received the DTU ASU (Autonomous Systems) Master offer with Full Tuition Fee Waiver (30 per year)!
  • 2022.10: ย ๐Ÿ’ป Start my internship in Volvo Cars, focusing on the development and implementation of a car defect detection model.

๐Ÿ“ Publications

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RoboPilot: Generalizable Dynamic Robotic Manipulation with Dual-thinking Modes

Xinyi Liu, Mohammadreza Fani Sani, Zewei Zhou, Julius Wirbel, Bahram Zarrin, Roberto Galeazzi

RobotPilot is a dual-thinking closed-loop framework for robotic manipulation that supports adaptive reasoning for complex tasks in real-world dynamic environments.

arXiv, 2025 | |

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V2XPnP: Vehicle-to-Everything Spatio-Temporal Fusion for Multi-Agent Perception and Prediction

Zewei Zhou, Hao Xiang, Zhaoliang Zheng, Seth Z Zhao, Mingyue Lei, Yun Zhang, Tianhui Cai, Xinyi Liu, Johnson Liu, Maheswari Bajji, Xin Xia, Zhiyu Huang, Bolei Zhou, Jiaqi Ma

V2XPnP includes the first open-source V2X spatio-temporal fusion framework for cooperative perception and prediction and the first real-world V2X sequential dataset featuring all V2X collaboration modes (VC, IC, V2V, I2I).

ICCV, 2025 & RSS MRS Workshop, 2025 | | |

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Unsupervised Reinforcement Learning for Multi-Task Autonomous Driving: Expanding Skills and Cultivating Curiosity

Zhenyu Ma, Xinyi Liu, Yanjun Huang

We introduced an unsupervised reinforcement learning method, Improved Contrastive Intrinsic Control (CIC), to help autonomous driving learn general skills and improve the generalization in different driving tasks.

IEEE Transactions on Intelligent Transportation Systems|

๐Ÿ”ฌ Projects

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Automatic car body defect detection system

Volvo Cars, Shanghai, China, 2022.08 - 2022.10

Internship

  • Trained a defect detection model using Yolo v5, which can sort car body defects into dents and scratches, sort car seat defects into five types, whose accuracy arrived at 89% and 84% respectively in the test sets
  • Programmed the back-end API based on Django, whose functions include user-information management, image sets and detection algorithms upload, defect detection and results display
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Indoor High Precision Positioning and Navigation System Based on VSLAM

Tongji University, Shanghai, China, 2020.04 - 2021.04

Student Innovation Training Program (SITP), Team Leader

  • Built 3D point cloud map using 2 ORB-SLAM2 frames
  • Developed WeChat navigation applet based on Feng-map open source map

๐ŸŽ– Honors and Awards

  • 2023 ย  DTU Full Tuition Fee Waiver (30 per year)
  • 2023 ย  Tongji Outstanding Student (Top 1%)
  • 2022 ย  Third Prize of Challenge Cup Academic Science and Technology Competition, China (2.2% of 22,000)
  • 2022 ย  Silver Model in Formula Student, China (Ranking: 2/51)
  • 2022 ย  Infineon Technologies Scholarship (Top 3%)
  • 2021 & 2020 ย  Weichai Scholarship (Highest endowed scholarship in Tongji sponsored by Weichai Co., Ltd., Top 2%, twice)
  • 2019 ย  National Scholarship, China (Highest scholarship awarded by the Chinese government, Top 0.2%)

๐Ÿ“– Educations

  • 2023.09 - 2025.06, M.S., Autonomous Systems, Technical University of Denmark (DTU), Copenhagen, Denmark (Full Tuition Fee Waiver)
  • 2018.09 - 2023.06, B.Eng., Automotive Engineering, Tongji University (Tongji), Shanghai, China (Outstanding Graduate,Top 1%)

๐Ÿ’ป Experience

  • 2025.02 - Present ย  Microsoft, Copenhagen, Denmark. | Student Researcher
  • 2024.01 - 2024.11 ย  UCLA, Los Angeles,U.S. (Remote) | Reseach Assistant
  • 2024.01 - 2024.05 ย  Teton, Copenhagen, Denmark. | Student Project
  • 2022.08 - 2022.10 ย  Volvo Cars, Shanghai, China. | Internship
  • 2021.08 - 2023.06 ย  Institute of Intelligent Vehicles (TJU-IIV), Tongji University, China. | Reseach Assistant