Ben Fei

Venues

Frequent coauthors

Papers

1. La La LiDAR: Large-Scale Layout Generation from LiDAR Data
   AAAI 2026 ·

   Youquan Liu

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2. MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs
   ACL 2026 ·

   Xiangyu Zhao

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3. SynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer
   AAAI 2026 ·

   Kaiyi Xu

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4. 3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering
   AAAI 2025 ·

   Qingyuan Zhou

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5. Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences
   NeurIPS 2025 ·

   Jing-An Sun

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6. DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
   NeurIPS 2025 ·

   Junchao Gong

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7. IceDiff: High Resolution and High-Quality Arctic Sea Ice Forecasting with Generative Diffusion Prior
   CVPR 2025 ·

   Jingyi Xu

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8. LoRA-EnVar: Parameter-Efficient Hybrid Ensemble Variational Assimilation for Weather Forecasting
   NeurIPS 2025 ·

   Yi Xiao

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9. MGSR: 2D/3D Mutual-boosted Gaussian Splatting for High-fidelity Surface Reconstruction Under Various Light Conditions
   ICCV 2025 ·

   Qingyuan Zhou

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10. PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
    ICLR 2025 ·

    Junchao Gong

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11. SIFusion: A Unified Fusion Framework for Multi-granularity Arctic Sea Ice Forecasting
    NeurIPS 2025 ·

    Jingyi Xu

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12. Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
    CVPR 2025 ·

    Siwei Tu

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13. Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
    NeurIPS 2025 ·

    Yuhao Zhou

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14. WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning
    ICLR 2025 ·

    Xiangyu Zhao

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15. Taming Generative Diffusion Prior for Universal Blind Image Restoration
    NeurIPS 2024 ·

    Siwei Tu

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