Mingchen Jiang

CV

Mingchen Jiang

Email: jiangmingchen0129 [at] gmail [dot] com

Education Background

Institute of Science Tokyo

formerly Tokyo Institute of Technology (Tokyo Tech)

10/2024 -

Current PhD Student

  • Supervisor: Rio Yokota
  • Resaerch Intersts: Machine Learning, Large Language Models, Computer Vision, Multimodal Models

City University of Hong Kong

08/2022 - 10/2023

Master of Science

  • Major: Multimedia Information Technology
  • Main Courses: Image Processing, Computer Vision, Complex Network, Data Mining, Cyber Security, Mobile APP Design
  • GPA: 3.5/4.3
  • Dissertation: Domain Generalization in Image Classification (Supervisor: Haoliang Li Co-supervisor: Xiangyu Zhao)

Northeastern University, China

08/2018 - 06/2022

Bachelor of Engineering

  • Major: Computer Science and Technology

  • Main Courses: Data Strcture, Computer Network, Operating System, Computer Structure, Machine Learning

  • GPA: 3.409/5.0 (84.09/100)

  • Graduation Thesis: Research and Implementation of Communication Cost Mitigation Algorithm in Wireless Federated Learning Network (Supervisor: Zheng Liu)

  • Awards:

    University-level 3rd Class Scholarship in the academic year (2019-2020)

    3rd Prize in the Mathematical Contest in Modeling for College Students in Liaoning (12/2020)

    3rd Prize in the Interdisciplinary Contest in Modeling (ICM) (03/2021)

    1st Prize in the Computer Design Competition for Chinese College Students (07/2021)

Working Experience

Hong Kong Baptist University

10/2023 - 09/2024

Research Assistant

  • Conducting research with prof. Yifan Chen about machine learning and optimal transport.

Publications

Weiduo Liao, Ying Wei*, Mingchen Jiang, Qingfu Zhang*, Hisao Ishibuchi*. Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework. In NeurIPS 2023 Track Datasets and Benchmarks. (* Corresponding Author)

Mingchen Jiang, Chunyu CAO, Jingyi Si, Dai Wang, Xingzhe Shi. Classification Method of EEG Based on Convolutional Neural Network. In China Computer & Communication. 2021 (22)

Research & Project

Life Assistance Device for Patients with Dyskinesia Based on Brain-Computer Interface

11/2019 - 11/2021
Project Leader

  • National Undergraduate Innovation and Entrepreneurship Training Program Funding Project of China
  • Used fast Fourier transform, wavelet transform and convolutional neural network to classify the EEG signals generated by human body based on Python and Tensorflow framework.
  • Conducted data processing and analyzed EEG signals with machine learning.
  • Wrote an academic paper and published it in a provincial-level journal.

Development of Winter Olympics Skating Games

04/2021 - 08/2021
Core Member

  • Did design with Cocos game engine and JavaScript.
  • Took charge of back-end development, game logic design, game model design and resource server configuration.
  • Obtained 1st Prize in the Computer Design Competition for Chinese College Students.

Computer Skills

Proficient in C/C++ and Python programming, familiar with data structure, machine learning