Pengwei Liu

Venues

Frequent coauthors

Papers

1. MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems
   ACL 2026 ·

   Shuhang Chen

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2. AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries
   AAAI 2025 · Pengwei Liu
3. MPG: An Efficient Multi-scale Point-Based GNN for Non-uniform Meshes
   ECML-PKDD 2025 ·

   Qinxin Wu

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4. NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results
   CVPR 2025 ·

   Zheng Chen

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5. Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration
   ACL 2025 ·

   Yuyi Zhang

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6. SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images
   ICCV 2025 ·

   Shuhang Chen

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7. Uncertainty-Informed Meta Pseudo Labeling for Surrogate Modeling with Limited Labeled Data
   NeurIPS 2025 ·

   Xingyu Ren

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8. UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback
   NeurIPS 2025 · Pengwei Liu
9. Leveraging Text Localization for Scene Text Removal via Text-Aware Masked Image Modeling
   ECCV 2024 ·

   Zixiao Wang

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10. PAPM: A Physics-aware Proxy Model for Process Systems
    ICML 2024 · Pengwei Liu