Rui Wang

Email: wr_szu@163.com | Email: 2400101058@mails.szu.edu.cn | Phone +86 15938550910 | mykcs.github.io

Current Status

PhD admission application for Fall 2027; available to join a research group early, currently based in Shenzhen. Alternatively, open to internship opportunities in the interim.
Planned PhD Research Direction: Large Models, Intelligent Agents

Education

Shenzhen University—College of Computer Science and Software Engineering
Computer Science and Technology·Master of EngineeringGuangdong, Shenzhen·2024-2027
Advisor: Prof. Huisi Wu Research during M.S.: AI - Computer Vision - Video Segmentation
GPA: 3.19/4
Henan University—School of Computer and Information Engineering
Data Science and Big Data Technology·Bachelor of EngineeringHenan, Kaifeng·2020-2024
GPA: 3.45/4

Publications

OSA: Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical Prior-aware Feature Enhancement
[CVPR 2026 Highlight] [CVPR Compute Transparency Champion award] Computer Vision Top Conference, CCF-A
Rui Wang, Huisi Wu*, Jing Qin
Core Contributions: Orthogonalized state update suppresses rank collapse, reframing long-range temporal retrieval as orthogonal projection optimization on manifolds；Anatomical prior constrains non-rigid deformation of target structures, improving segmentation robustness under noise。
[arXiv] [Project]
GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule
[ICCV 2025] Computer Vision Top Conference, CCF-A
Rui Wang, Yimu Sun, Jingxing Guo, Huisi Wu*, Jing Qin
Core Contributions: Key-value memory replaces full self-attention for long-range temporal retrieval, reducing video modeling to linear complexity；Gated Delta Rule enables incremental memory updates, lowering retrieval and storage overhead for long sequences。
[arXiv] [Project]

Honors & Awards

National Graduate Scholarship 2025
Shenzhen University Graduate Academic Scholarship — Special Prize 2024
Shenzhen University Graduate Academic Scholarship — First Prize 2025
Shenzhen University Academic Launch Scholarship 2026
Henan University Merit Student, Henan University Scholarship 2022
CCF-CSP (170 pts, Top 28%), Lanqiao Cup (Provincial Award), Computer Design Competition (Provincial Award), Challenge Cup (Provincial Award), Internet+ (Provincial Award) 2022 - 2023

Projects

how2research
An open-source research guide for graduate students, covering conference submission processes, efficient LaTeX writing tips, research prompt engineering, and development environment setup (uv, VSCode). Maintained by "miyuki11".

Skills

English: CET-4: 548, CET-6: 435
Research Tools: Claude Code, Harness Engineering

Hobbies

Volleyball , Baseball , Calligraphy
Last updated: 2026-08-09