CV

Education

Sichuan University, Bachelor of Engineering in Computer Science – Chengdu, China, Sept 2023 - present

  • GPA: 3.64/4.0, ranked 13 out of 323 students
  • Outstanding Student, Sichuan University, 2025
  • National Endeavor Scholarship, 2024 & 2025
  • Comprehensive Scholarship (2nd Prize), College of Computer Science, 2025
  • Comprehensive Scholarship (3rd Prize), College of Computer Science, 2024
  • Comprehensive Scholarship (2nd Prize), Institute for Disaster Management and Reconstruction, 2024
  • Member, "May Fourth Red Flag" Youth League Branch

Experience

Intern Baidu Aug 2025 - Mar 2026

  • Developed enterprise-level AI model applications, tested and fixed large- and small-model projects, and used PaddlePaddle and Wenxin development kits for model tuning.

Software Engineer Chengdu Yalixin Technology Co., Ltd. – Chengdu Feb 2025 - Sept 2025

  • Charge of software subsystem and platform environment development and maintenance.

Vice President Baidu PaddlePaddle Leading Group – Sichuan University Sept 2025 - Sept 2026

  • Spearheaded publicity campaigns to promote deep learning framework PaddlePaddle technologies on campus.

Club Minister SCU Maker – Sichuan University Sept 2024 - Sept 2025

  • Ranked first among Chengdu’s top 100 student clubs.
  • Oversaw the project collection and management of the club, as well as gathering information on computer-related competitions.

Club Minister Feiyang Club – Sichuan University Sept 2024 - Sept 2026

  • Top Ten Public Welfare Clubs on Campus.
  • Managed the official website development, financial operations.
  • Mentored new members on coding practices and standardized development workflows.

Projects

Wind Power Prediction Nov 2025 - present

  • Robust forecasting via adversarial state-space modeling and dynamic mode decomposition.
  • Implemented Mamba architecture for efficient state-space modeling.
  • Applied Dynamic Mode Decomposition (DMD) for feature correction.
  • Utilized GAN to enhance data robustness.
  • Designed a ResNet-TCN asymmetric dual-branch fusion network.

Skyroad-Guide Dec 2024 - Aug 2025

  • A web application for flight trajectory prediction.
  • Developed the visualization frontend using Echarts and backend API with Flask.

Traffic Video Analysis System Mar 2025 - July 2025

  • A web application for vehicle violations and traffic flow.
  • Integrated Vue.js, Java, and OpenCV to detect traffic violations and analyze flow density.

Publications

  • FDMamba-Net: Feature-Decoupled Mamba Network for Efficient Flight Trajectory Prediction (CCF C) - Jun Tao, Tao Xu, Jinyang Fang, Jingyuan Xu, Yiming Liu, Yixiao Liu (July 2025) | 10.1007/978-981-96-9952-0_39
  • Multi-task Driven ResNet-Transformer Framework for Wind Power Forecasting with Dynamic Mode Decomposition Correction (CCF C) - Yiming Liu, Wei Li, Ran Ran, Yongqi Wang, Tao Xu, Jun Tao (July 2025) | 10.1007/978-981-96-9881-3_38

Skills

  • Programming: Proficient with Python, C++, and Git; good understanding of Web, app development, and DevOps
  • Languages: English (fluent, CET6:562)
  • Photography: Enthusiast in landscape photography; proficient with mirrorless cameras and Adobe Lightroom/Photoshop for post-processing

Awards & Honors

  • Honorable Mention - Mathematical Contest in Modeling / Interdisciplinary Contest in Modeling (MCM/ICM) (May 2026)
  • National 3rd Prize - Huawei ICT Competition (Apr 2026)
  • National 2nd Prize - Undergraduate Electronic Design Contest - 2024 Embedded System Design Invitational Contest (Intel Cup) (July 2024)
  • Provincial 1st Prize - 2024 National Undergraduate IoT Design Contest (Huawei Cup) (Aug 2024)
  • People’s Choice Award - The 9th Shanghai Library Open Data Competition (Oct 2024)
  • National 2nd Prize - The 10th International Conference on Communication and Information Processing (ICCIP) (Nov 2024)
  • National 3rd Prize - The 18th China Collegiate Computer Design Competition (Aug 2025)

Industry Certifications

  • Huawei Certified ICT Associate - Artificial Intelligence (HCIA-AI) - Huawei (Valid through Nov 27, 2028)
  • Large Language Model Application Development Engineer - Baidu (Valid through Dec 24, 2029)
  • Deep-Learning Algorithm Development Engineer (IITC Job Capability Certification) - Industrial and Information Technology Talents Center (Jan 2026)

Patents & Copyrights

  • Substantive Examination of Patents: 2 items (1 as 1st Author, 1 as Co-author)
  • Software Copyrights: 2 items granted (Co-author)