cv

Basics

Name Yi LIU
Label Master's Student
Email liuyi2052697@foxmail.com
Phone (+86) 183-2641-8258
Url https://Ly403.github.io/
Summary Yi Liu is currently a master's student at ADMIS Lab in Tongji University, supervised by Associate Professor Wengen Li. Before that, he received his bachelor’s degree at Tongji University in 2024.

Education

  • 2024.09 - 2027.03

    Shanghai, China

    Master
    Tongji University
    Computer Science and Technology, College of Computer Science and Technology
    • Professional English
    • Concrete Mathematics
    • Frontiers of Computing Technology
    • Machine Learning: Theories and Applications
    • Principles of Artificial Intelligence
  • 2021.09 - 2023.03

    Shanghai, China

    Minor
    Fudan University
    Finance
  • 2020.09 - 2024.07

    Shanghai, China

    Bachelor
    Tongji University
    Computer Science and Technology, College of Electronics and Information Engineering
    • Machine Learning
    • Computer Networks
    • Operating Systems
    • Artificial Intelligence
    • Data Structures and Algorithms
    • Compiler Principle
    • Computer Organization and Architecture
    • Database System Principles
    • Advanced Programming Design
    • Probability and Statistics
    • Linear Algebra
    • Discrete Mathematics
    • Advanced Mathematics

Awards

Publications

Skills

Programming
C/C++
Python (including PyTorch, PyTorch Lightning, numpy, etc.)
Microsoft Office (Word, Excel, PowerPoint, etc.)
Ongoing Learning: Hardware Coding (CUDA, CuTe, Triton, etc.)

Languages

Mandarin Chinese
Native speaker
English
Fluent (IELTS 7.0: Reading 8.5, Listening 7.0, Speaking 6.5, Writing 6.5)

Interests

Generative Models
Variational Autoencoder (VAE)
Generative Adversarial Networks (GANs)
Diffusion Models
Score-based Generative Models
Flow Matching Models
Consistency Models
Autoregressive Models for Computer Vision (e.g. VAR)
Low-Level Vision (Image Restoration)
Image Denoising
Image Super-Resolution
Image Inpainting
Image Deblurring
Image Dehazing
Cloud Removal in Remote Sensing Image Processing
Efficient Deep Learning Models
Linear Attention
State Space Models (e.g. Mamba)
Hardware-Aware Optimization (e.g. quantization, kernel fusion, etc.)

References

Associate Professor Wengen Li
Professor Wengen Li is the supervisor of Yi Liu. He is an associate professor at the College of Computer Science and Technology, Tongji University. His research interests include Multimodal Intelligence and Spatial Temporal Data Analysis.

Projects

  • 2023.10 - 2025.03
    Cloud Removal Based on Generative Models
    1) Conducted systematic analysis of 100+ top-tier conference/journal papers, completing a thorough technical review and bottleneck problem analysis for diffusion models in remote sensing cloud removal tasks. 2) Proposed a novel cloud removal diffusion model with modular framework addressing pixel-level inconsistency, module coupling issues, and mono/multi-temporal compatibility, achieving SOTA performance. 3) First-author paper accepted to appear at CVPR 2025.
    • Diffusion Models
    • Remote Sensing Image Processing
    • Cloud Removal
    • Low-Level Vision
  • 2024.02 - 2024.06
    Compressed Image Reconstruction (Low-Level Vision)
    1) Comprehensively conducted literature review on snapshot compressive imaging (SCI), analyzing 50+ top-tier conference/journal papers (CVPR/ICCV/TPAMI) to deliver a visiting report as a technical summary. 2) Independently investigated efficient architectures (linear attention, state space models), adapting these frameworks into low-level vision pipelines validated on SCI benchmarks, with findings presented at lab meetings.
    • Low-Level Vision
    • Compressed Image Reconstruction
    • Snapshot Compressive Imaging
    • Efficient Deep Learning Models
  • 2023.03 - 2023.09
    SenseAir: AI-Driven Compressed Air System Management Platform
    Developed a digital twin platform integrating deep learning for air compressor maintenance; obtained software copyright and filed patent application (CN202211466896.3) based on our innovation as the first inventor.
    • Digital Twin
    • Compressed Air System
    • Software Copyright
    • Patent Application
    • Deep Learning
  • 2022.06 - 2022.09
    Remote Human-Machine Co-Driving System
    1) Engaged in an in-depth study of autonomous driving. 2) Present weekly reports on the findings of literature review. 3) Authored and refined a patent application (CN202211466896.3).
    • Autonomous Driving
    • Remote Human-Machine Co-Driving System
    • Patent Application

Volunteer

  • 2021.09 - 2023.01

    Shanghai, China

    Volunteer
    Volunteer Work Department of Youth League Committee in Tongji University
    1) Served as a dedicated long-term volunteer in the Volunteer Work Department, facilitating package deliveries across various campuses within Tongji University by following the department head's instructions. 2) Engaged in short-term volunteering opportunities during school events, with a specific focus on charity activities for education. 3) Assisted school staff during school events to provide valuable support.
  • 2020.09 - 2022.01

    Shanghai, China

    Volunteer
    Tongji Association Center
    1) Assumed the role of meeting secretary, diligently documenting meeting proceedings weekly following departmental requirements at the Tongji Association Center. Collaborated closely with co-workers to ensure accurate recording of meetings. 2) Actively contributed to the organization of various club activities, including the Club Gala and Club Carnival at Tongji University. Collaborated effectively to assist clubs in planning and executing successful events.