Mingye Xie

Mingye Xie

Research Specialist, Ph.D.

Shanghai Jiao Tong University

Biography

Hello! I’m Mingye Xie, a Research Specialist at the Student Innovation Center, Shanghai Jiao Tong University. I also hold earned my Ph.D. in Computer Science and Technology from SJTU.

My research focuses on Embodied AI, Multimodal Foundation Models, and Embedded Systems — with a particular focus on building embodied agents and multimodal interaction systems for edge-computing scenarios. My current work is hands-on with the Orange Pi platform and the LeRobot SO-ARM101 robotic arm. I have published over 10 papers in SCI/CCF-indexed journals and conferences, and hold several licensed patents.

On the teaching side, I offer undergraduate courses including AI1101 AI-Driven Interactive Technologies and SI1216 Computer Engineering Practice. I am deeply committed to bridging cutting-edge research with practice-oriented education, and my courses have consistently received top-tier A0/A1 student evaluations.

谢铭烨,上海交通大学学生创新中心实验师,上海交通大学计算机科学与技术专业博士。

研究方向聚焦具身智能、多模态大模型及嵌入式系统开发,重点围绕香橙派计算平台与LeRobot机器人框架,探索面向边缘场景的具身智能体构建与多模态交互系统。已发表SCI/CCF论文十余篇,获多项授权专利。

主讲《人工智能交互技术》《计算机工程实践》等本科生课程,注重将前沿技术演进深度融入实践教学,课程连续获评A0/A1级最高评价。

Experience

 
 
 
 
 
Student Innovation Center, Shanghai Jiao Tong University
Technician (实验师)
January 2026 – Present Shanghai, China

Research Area: Embodied AI, Multimodal Foundation Models, Embedded Systems
Courses (26Spring):

Previous Courses:

  • IAGR3502 - AI与农业应用综合设计(25Fall, 24Fall)
  • AI1113 - 人工智能基础与实践(25Fall)
  • AI1103 - 基于华为AI平台的深度学习实践(25Fall, 25Spring)
  • AI1101 - 人工智能交互技术(25Spring)
  • AIGC Micro-major
  • AIGC Class
 
 
 
 
 
Shanghai Jiao Tong University
PhD in Computer Science & Technology
April 2019 – December 2025 Shanghai, China

Supervisor: Prof. Yuzhuo Fu
Research Area:

  • Camouflage Pattern Generation (Major)
  • Generative Adversial Network
  • Adversarial Attack

Teaching Assistant:

  • AI3614 - Artificial Intelligence Hardware Practice (23Spring, 22Spring)

  • Mentor of PRP Project and Graduation Project

Honors:

  • Outstanding Graduate (2025)
 
 
 
 
 
East China Normal University
MEng in Electronics & Communication Engineering
September 2016 – March 2019 Shanghai, China

Supervisor: Prof. Waiyun Li and Prof. Yu Jin
Research Area:

  • Embedded Systems Programming

Teaching Assistant:

  • C language programming (18Fall, 17Fall)
  • The Principle and Application of Microcomputer (16Fall)

Honors:

  • Excellent Student Cadre of Student Union (2017-18)
  • Outstanding Student (2016-17)
 
 
 
 
 
East China Normal University
BSc in Communication Engineering
September 2012 – August 2016 Shanghai, China

Supervisor: Prof. Yu Jin
Awards:

  • Sep 2015: Shanghai 2nd Prize - National Undergraduate Electronic Design Competition
  • Mar 2015: National 2nd Prize - Lanqiao Cup (Embedded Design and Development Group)

Honors:

  • Outstanding Student (2014-15)
  • Excellent Student Cadre (2013-14, 2012-13)

Recent Publications

GIST: Improving Parameter Efficient Fine-Tuning via Knowledge Interaction
iDAT: inverse Distillation Adapter-Tuning
SubFace: learning with softmax approximation for face recognition
Learning to Floorplan like Human Experts via Reinforcement Learning

Miscs

Collaborators:
Dr. Suncheng Xiang, Jingsheng Gao, Jiacheng Ruan

Hobbies:
🏃 Running enthusiast – Completed a half marathon under 2 hours.
🎮 Gaming aficionado – Proud owner of 30+ Nintendo Switch games.
🎧 Music lover – Passionate about J-POP, Anisong, and K-POP.
🍽️ Food explorer – On a mission to discover the best meals in Shanghai.

Contact

Please Feel Free To Contact Me.

  • xiemingye<at>sjtu.edu.cn
  • 800 Dongchuan Rd., Minhang Dist., Shanghai,
  • Room B300, Student Innovation Center
  • Monday to Friday, 09:00 to 17:00