Biography
Z.Xu's avatar

Hi, I am a student at Tsinghua University. Currently, my research centers on multi-modal learning and generative models, with the ultimate goal of building an unified perception–generation engine that can understand, predict, and interact with the physical world. I am especially interested in how these models can be distilled into efficient engines that enable systems to perform robust visual reasoning and generative modeling in complex, unstructured environments. I now focus more on rethinking problems and offering simple, effective solutions. If you have any use cases you would like to share, please feel free to contact me!

News
  • One paper is accepted to NeurIPS 2025.
  • Two papers are accepted to ICCV 2025.
  • I received an outstanding reviewer award at CVPR 2025.
  • Three papers are accepted to CVPR 2025.
  • One paper is accepted to EMNLP 2024.
  • We won the 3rd prize in CVPR 2024 OVD challenge.
  • Two papers are accepted to ICML 2024.
  • One paper is accepted to NeurIPS 2024.
  • One paper is accepted to ICCV 2023.
Research Interest
Computer Vision
Complex Visual Reasoning, including referring image segmentation, visual grounding, and general object detection.
Generative Models, including Image/Video generation and 3D Motion/Mesh synthesis.
Machine Learning
Efficient Transfer Learning
Self-supervised Learning
Academic Services

Program Committee Member/Reviewer for:

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Transactions on Image Processing (TIP)
  • IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)
  • IEEE International Conference on Computer Vision (ICCV)
  • Neural Information Processing Systems (NeurIPS)
  • International Conference on Machine Learning (ICML)
  • International Conference on Learning Representations (ICLR)
  • Association for Computational Linguistics (ACL)
Selected Honors & Awards
  • 2025: Outstanding Scholarship of Tencent Rhino-Bird Research Elite Program
  • 2025: Outstanding Graduate of Beijing
  • 2025: Golden Award in International Exhibition of Inventions Geneva
  • 2024: Graduate National Scholarship
  • 2024: Tencent Rhino-Bird Research Elite Program Student
  • 2023: Outstanding Graduate of SYSU
  • 2022: Golden Award in International Genetically Engineered Machine Competition
  • 2021: Golden Award in ACM/ICPC Competition
  • 2020: Undergraduate National Scholarship