About Me

I am a master's student (expected graduation: June 2027) at the College of Computer Science and Software Engineering, Shenzhen University. My advisor is Prof. Huisi Wu.

Status

  • Applying for Fall 2027 PhD admission; available to join a research group early; currently based in Shenzhen.
  • Research Interests: Experience-Driven Agent Learning and Continual Adaptation; Previous Work on Efficient Temporal Memory and Stable State Updates.

Publications

OSA paper framework

OSA: Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical Prior-aware Feature Enhancement

Rui Wang, Huisi Wu*, Jing Qin

CVPR 2026 HighlightCVPR Compute Transparency Champion AwardcsrankingCCF-A

Computer VisionVideo SegmentationMedical Image
[Project][arXiv]
GDKVM paper framework

GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule

Rui Wang, Yimu Sun, Jingxing Guo, Huisi Wu*, Jing Qin

ICCV 2025csrankingCCF-A

Computer VisionVideo SegmentationMedical Image
[Project][arXiv]

Education

Shenzhen University College of Computer Science and Software EngineeringComputer Science and TechnologyMaster of EngineeringGuangdong, Shenzhen 2024-2027
M.S. Research: AI, Computer Vision and Video Segmentation; Advisor: Prof. Huisi Wu
GPA: 3.19/4
Henan University School of Computer and Information EngineeringData Science and Big Data TechnologyBachelor of EngineeringHenan, Kaifeng 2020-2024
GPA: 3.45/4

Awards

National Graduate Scholarship2025, 2026
Shenzhen University Graduate Academic Scholarship — Special Prize2024
Shenzhen University Graduate Academic Scholarship — First Prize2025, 2026
Shenzhen University Academic Launch Scholarship2026
Henan University Merit Student, Henan University Scholarship2022
CCF-CSP (170 pts, Top 28%), Lanqiao Cup (Provincial Award), Computer Design Competition (Provincial Award), Challenge Cup (Provincial Award), Internet+ (Provincial Award)2022 - 2023

CVPR Compute Transparency Champion · Evidence

OSA paper displayed on a tablet with a red CVPR Compute Transparency Champion ribbon in front
Personal photograph of the commemorative ribbon and OSA paper. Click to enlarge.
OPENREVIEW NOTIFICATION · JUNE 7, 2026

Congratulations — You Are a CVPR Compute Transparency Champion!

The CVPR 2026 Compute Reporting Committee Chairs described this award as the highest recognition within the Compute Reporting Initiative, honoring exemplary transparency in computational resources, methodology, and reproducibility. The email said a physical badge could be collected at registration and an electronic certificate would be sent later; the photograph shows the physical award ribbon, not that certificate. No inbox screenshot is published.

Award percentage: not stated in official email; ~4.2% recipient-reported

The notification does not state the number of winners, an award rate, or any ranking. Authors from two other award-winning teams publicly mentioned approximately 4.2%, but no independently verifiable official recipient count or denominator is available. This is a recipient-reported estimate, not an official “Top 4.2%” ranking.

“Highest recognition” refers specifically to the Compute Reporting Initiative—not an overall CVPR paper-quality or computational-speed ranking.

Project

StateEvo (Ongoing)

Studying how Qwen agents learn from successful and failed WebShop tasks under limited parameter memory. I introduced Bounded State into SD-LoRA, consolidating past and new updates through a fixed-capacity recurrence to balance learning efficiency and knowledge retention. Multi-round local behavior checks passed; matched trainer comparisons averaged about 37x speedup (trainer only). Planned submission: ICLR 2028.

how2research

An open-source guide to conference submissions, LaTeX writing, and research tooling, maintained as miyuki11.

English & Interests

  • English: CET-4: 548, CET-6: 435
  • Volleyball, Baseball, Calligraphy
Google Scholarcitations 6