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)