Biography

Hello! I am Mingye Xie (谢铭烨), a researcher at the Student Innovation Center of Shanghai Jiao Tong University. I have received Ph.D. in Computer Science and Technology from Shanghai Jiao Tong University.

My research primarily focuses on Computer Vision, Embodied AI, and Embedding Systems, with a particular emphasis on adversarial attacks and smart robots.

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。

主要研究方向为计算机视觉、具身智能与嵌入式系统,目前专注于对抗攻击、智能机器人等课题。近年来在相关领域已发表SCI期刊论文十余篇,并主持或参与多项科研项目。

目前承担《人工智能交互技术》《AI与农业应用综合设计》等本科生课程教学工作,课程评教均获最高等级(A0/A1)。

Experience

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

Research Area:

  • Computer Vision
  • Embodied AI
  • Embedded System

Courses (26Spring):

  • AI1202 - 人工智能基础(B)
  • SI1216 - 计算机工程实践
  • GE6022 - 人工智能交互技术
  • Micro-majors: AIGC, Embodied AI

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 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 (all from iCAT)

Hobbies:
🏃 Running enthusiast – Completed a half marathon in 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.
Office Hours: Monday to Friday, 09:00am~17:00pm

  • xiemingye<at>sjtu.edu.cn
  • 800 Dongchuan Rd., Minhang Dist., Shanghai,
  • Room B300, Student Innovation Center