Ziyu Guo

Venues

Frequent coauthors

Papers

1. Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking
   NeurIPS 2025 ·

   Pengxiang Li

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2. Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
   NeurIPS 2025 ·

   Chengzhuo Tong

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3. EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights
   CVPR 2025 ·

   Zhenghao Xing

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4. Less is More: Improving Motion Diffusion Models with Sparse Keyframes
   ICCV 2025 ·

   Jinseok Bae

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5. Let's Verify and Reinforce Image Generation Step by Step
   CVPR 2025 ·

   Renrui Zhang

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6. LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding
   AAAI 2025 ·

   Senqiao Yang

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7. MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
   ICLR 2025 ·

   Renrui Zhang

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8. MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding
   AAAI 2025 ·

   Jiaze Wang

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9. MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
   ICML 2025 ·

   Dongzhi Jiang

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10. MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines
    ICLR 2025 ·

    Dongzhi Jiang

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11. Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
    NeurIPS 2025 ·

    Weifeng Lin

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12. SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems
    ACL 2025 · Ziyu Guo
13. SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers
    CVPR 2025 ·

    Joseph Liu

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14. StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion
    ICCV 2025 · Ziyu Guo
15. T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
    NeurIPS 2025 ·

    Dongzhi Jiang

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16. UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
    NeurIPS 2025 ·

    Ruichuan An

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17. What We Miss Matters: Learning from the Overlooked in Point Cloud Transformers
    NeurIPS 2025 ·

    Yi Wang

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18. LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery
    ICRA 2024 ·

    Kexin Chen

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19. MATHVERSE: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
    ECCV 2024 ·

    Renrui Zhang

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20. No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D Scene Segmentation
    CVPR 2024 ·

    Xiangyang Zhu

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21. Personalize Segment Anything Model with One Shot
    ICLR 2024 ·

    Renrui Zhang

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22. Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation
    AAAI 2024 ·

    Shilin Yan

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23. SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning
    BMVC 2024 ·

    Hao Chen

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24. Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting
    AAAI 2024 ·

    Weiyang Kong

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25. X-former Elucidator: Reviving Efficient Attention for Long Context Language Modeling
    IJCAI 2024 ·

    Xupeng Miao

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