πŸ‘¨β€πŸŽ“ Biography

Hi! I am Shenghao Xie, a first-year Ph.D. student from Insight Lab, Academy for Advanced Interdisciplinary Studies, Peking University, working with Prof. Lei Ma and Prof. Tiejun Huang. I also study at TSAIL Group, Department of Computer Science and Technology, Tsinghua University, advised by Prof. Hang Su and Prof. Jun Zhu. Previously, I received my B.E. degree from School of Cyber Science and Engineering, Wuhan University in 2024, and spent a wonderful time at HMI Lab, School of Computer Science, Peking University, supervised by Prof. Shanghang Zhang.

My research interests are primarily on Large Multimodal Models with applications on Embodied Intelligence and AI for Science. I am open to both collaborations and discussions, please feel free to reach me out.

Email: shxie2020@gmail.com/shenghaoxie@stu.pku.edu.cn

Address: St. Key Lab. of Mult. Inf. Proc., School of Computer Science, Peking University, 4th Floor, Founder Building.

πŸ”₯ News

πŸ“ Selected Publications

(* denotes co-first author. † denotes project leader. ☨ denotes corresponding author. View the full publication list on my google scholar.)

NeurIPS 2025 (Spotlight)
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ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding

Junliang Ye, Zhengyi Wang, Ruowen Zhao, Shenghao Xie, Jun Zhu

Paper Code

  • The first large 3D native multimodal model.
MIA 2024
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Embedded Visual Prompt Tuning

Wenqiang Zu, Shenghao Xie*, Qing Zhao, Guoqi Li, Lei Ma

Paper Code

  • Embed but not prepend, try to concat prompts with embeddings in channels.

πŸŽ– Honors and Awards

  • 2024.06 Wuhan University Outstanding Bachelor’s Degree Thesis.
  • 2023.11 Lei Jun Computer Science Undergraduate Scholarship.
  • 2023.08 National College Student Information Security Contest First Prize.

πŸ’» Internships

πŸ“• Services

  • Reviewer: AAAI/TMI
  • TA: 2025 Spring, Artificial Intelligence, instructed by Prof. Shanghang Zhang.