Greetings! I'm currently a PhD student at the University of Science and Technology of China. And I serve as a research intern at WeChat Vision, Tencent Inc.
My research interest includes:
- vision language models
- semantic segmentation
- parameter-efficient fine-tuning
I anticipate graduating in 2026 for industrial research positions. If you're interested, please feel free to reach out to me via email. or WeChat (wzx-vi).
- Personal Pages: zxwei.site (updated recently🔥)
- Google Scholar: Zhixiang Wei
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2025.06: 🔥 Delighted to announce that HQCLIP: Leveraging Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models were accepted by ICCV 2025!
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2024.09: 🔥 Delighted to announce that Masked Pre-trained Model Enables Universal Zero-shot Denoiser were accepted by NeurIPS 2024!
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2024.02: 🔥 Rein is accepted in CVPR 2024! [Project Page]
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2024.01: 🔥 Rein achieves SOTA in Cityscapes
$\rightarrow$ ACDC test set generalization!
- 2023.10: 🔥 Rein is released and achieves SOTA in domain generalized semantic segmentation!
- 2023.07: 🎉 DTP is accepted in ICCV 2023 and achieves SOTA in night-time and full-time semantic segmentation!
- 2022.10: Our DDB receives the Spotlight Award in NeurIPS 2022!
- 2022.09: DDB is accepted in NeurIPS 2022 and achieves SOTA with ResNet counterparts on the single-source, multi-source, and multi-target domain-adaptive semantic segmentation tasks!
- 2022.03: A discriminator-free adversarial domain adaptation framework DALN is accepted in CVPR 2022!
(* denotes equal contribution.)
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ICCV 2025HQCLIP: Leveraging Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models, Zhixiang Wei*, Guangting Wang*, Xiaoxiao Ma, Ke Mei, Fengyun Rao, Huaian Chen, et al. GitHub comming soon -
CVPR 2024Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation, Zhixiang Wei*, Lin Chen*, Yi Jin*, Xiaoxiao Ma, et al.[Project page]
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ICCV 2023Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement, Zhixiang Wei*, Lin Chen*, Tao Tu, Huaian Chen, et al.
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NIPS 2022 SpotlightDeliberated Domain Bridging for Domain Adaptive Semantic Segmentation, Lin Chen*, Zhixiang Wei*, Xin Jin*, Huaian Chen, et al. -
NeurIPS 2024Masked Pre-trained Model Enables Universal Zero-shot Denoiser, Xiaoxiao Ma*, Zhixiang Wei*, Yi Jin, et al.
CVPR 2022Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation, Lin Chen*, Huaian Chen*, Zhixiang Wei, Xin Jin, Xiao Tan, Yi Jin, Enhong Chen.