Yang Shi
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Yang Shi

Undergraduate Student, School of Computer Science

Guangdong University of Technology

Computer Vision

sudo.shiyang@gmail.com Google Scholar

I am an undergraduate student at Guangdong University of Technology (expected 2027), focused on Computer Vision.

I approach visual AI through the lens of Spatial Intelligence—transforming chaotic generative spaces into structured, navigable environments. My research explores image editing, vision-language reasoning, and graph learning, investigating how transport dynamics and topological priors can make visual generation both highly controllable and logically dependable. I collaborate closely on these topics with Liangsi Lu.

  1. Two papers were accepted to ACMMM 2026.

  2. ChordEdit received the CVPR 2026 Best Student Paper Honorable Mention.

  3. One paper was accepted to SIGKDD 2026.

  4. One paper was accepted to ICML 2026.

  5. One paper was accepted to ACL 2026 Main.

  6. One paper was accepted to CVPR 2026.

  7. One paper was accepted to WWW 2026.

  8. Received funding from the National College Students' Innovation and Entrepreneurship Program.

Selected Publications

* Equal contribution · † Corresponding author

Full list on Google Scholar

Diffusion Image Editing via Asynchronous Token Decoding

Yang Shi, Liangsi Lu†, Minzhe Guo, Yifeng Xie, Yanhui Chen, Jingchao Wang, Xuhang Chen

ACMMM 2026 (CCF-A)

Over-squashing as Transport Congestion: A Sandpile Dynamics Perspective

Yang Shi, Lixian Chen, Jingchao Wang, Minzhe Guo, Mingxuan Huang, Yanhui Chen, Yifeng Xie, Xuhang Chen, Liangsi Lu†

SIGKDD 2026 (CCF-A)

Project

Semantic Granularity Navigation in Image Editing

Liangsi Lu, Minzhe Guo, Xuhang Chen, Yang Shi†

ICML 2026 (CCF-A)

Project ArXiv

MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models

Yang Shi, Yifeng Xie, Minzhe Guo, Liangsi Lu, Mingxuan Huang, Jingchao Wang, Zhihong Zhu, Boyan Xu†, Zhiqi Huang

ACL 2026 Main (CCF-A)

Project ArXiv Dataset Code

ChordEdit: One-Step Low-Energy Transport for Image Editing

Liangsi Lu, Xuhang Chen, Minzhe Guo, Shichu Li, Jingchao Wang, Yang Shi†

CVPR 2026 (CCF-A, Oral) Best Student Paper Honorable Mention

Project ArXiv Code Video Poster

Riemannian Liquid Spatio-Temporal Graph Network

Liangsi Lu, Jingchao Wang, Zhaorong Dai, Hanqian Liu, Yang Shi†

WWW 2026 (CCF-A, Oral)

Project Paper ArXiv Code

Award