About me

I’m a third year master student at SIGS, Tsinghua University, supervised by Prof. Xiu Li. I am furtunate to work closely with Prof. Yansong Tang (THU), Dr. Yibing Song (Tencent), and Dr. Lin Song (Tencent). My current research interests lie in Computer Vision and Multimodal AI.

Publications

Conference Papers

• GPT4Tools: Teaching Large Language Model to Use Tools via Self-Instruction
  Rui Yang, Lin Song, Yanwei Li, Sijie Zhao, Yixiao Ge, Xiu Li, Ying Shan
  Advances in Neural Information Processing Systems (NeurIPS), 2023
  [PDF] [Code]

• BoxSnake: Polygonal Instance Segmentation with Box Supervision
  Rui Yang, Lin Song, Yixiao Ge, Xiu Li
  International Conference on Computer Vision (ICCV), 2023
  [PDF] [Code]

• SSGD: A smartphone screen glass dataset for defect detection
  Haonan Han*, Rui Yang *, Shuyan Li, Runze Hu, Xiu Li
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
  [PDF] [Code]

• ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer
  Rui Yang *, Hailong Ma *, Jie Wu, Xuefeng Xiao, Min Zheng, Xiu Li
  European Conference on Computer Vision (ECCV), 2022
  [PDF] [Code]

Journal Papers

• UniInst: Unique Representation for End-to-End Instance Segmentation
  Yimin Ou *, Rui Yang *, Lufan Ma *, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li
  Neurocomputing, 2022
  [PDF] [Code]

Educations

• 2020.09 - 2023.07, Master, Shenzhen International Graduate School, Tsinghua University.
• 2016.09 - 2020.07, Bachelor, School of Electrical and Electronic Engineering, North China Electric Power University.

Experiences

• Tencent AI Lab (Jun. 2022 – Jun. 2023)
  Researched on the Weakly-supervised Instance Segmentation, and Multimodal AI.

• Bytedance Inc. (Jul. 2021 – Dec. 2021)
  Researched on the Vision Transformer.

Services

Conference Reviewer: ICASSP (2023), NeurIPS (2023)