Zhengyuan Yang

Venues

Frequent coauthors

Papers

1. Conditional Text-to-Image Generation with Reference Guidance
   WACV 2026 ·

   Taewook Kim

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2. Shanks: Simultaneous Hearing and Thinking for Spoken Language Models
   ACL 2026 ·

   Cheng-Han Chiang

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3. TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering
   AAAI 2026 ·

   Dongxing Mao

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4. V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models
   ACL 2026 ·

   Xiangxi Zheng

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5. Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising
   WACV 2026 ·

   Yan-Bo Lin

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6. Audio-Aware Large Language Models as Judges for Speaking Styles
   EMNLP 2025 ·

   Cheng-Han Chiang

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7. Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark
   ICML 2025 ·

   Yunzhuo Hao

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8. Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering
   NAACL 2025 ·

   Chenglei Si

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9. EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
   ICLR 2025 ·

   Kaizhi Zheng

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10. Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
    NeurIPS 2025 ·

    Jitesh Jain

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11. GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
    EMNLP 2025 ·

    Yiyang Zhou

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12. GenXD: Generating Any 3D and 4D Scenes
    ICLR 2025 ·

    Yuyang Zhao

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13. ImageGen-CoT: Enhancing Text-to-Image in-context Learning with Chain-of-Thought Reasoning
    ICCV 2025 ·

    Jiaqi Liao

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14. LiVOS: Light Video Object Segmentation with Gated Linear Matching
    CVPR 2025 ·

    Qin Liu

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15. MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
    ICLR 2025 ·

    Xuehai He

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16. Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
    NeurIPS 2025 ·

    Minheng Ni

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17. ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
    ICML 2025 ·

    Xingyu Fu

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18. SITE: Towards Spatial Intelligence Thorough Evaluation
    ICCV 2025 ·

    Wenqi Wang

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19. Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
    ICCV 2025 ·

    Xiyao Wang

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20. ShowUI: One Vision-Language-Action Model for GUI Visual Agent
    CVPR 2025 ·

    Kevin Qinghong Lin

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21. SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
    ICLR 2025 ·

    Yining Hong

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22. SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
    NeurIPS 2025 ·

    Xiyao Wang

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23. Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization
    ICLR 2025 ·

    Zichen Miao

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24. VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
    NeurIPS 2025 ·

    Kangrui Wang

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25. ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
    NeurIPS 2025 ·

    Xiyao Wang

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26. Bring Metric Functions into Diffusion Models
    IJCAI 2024 ·

    Jie An

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27. Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation
    CVPR 2024 ·

    Jaemin Cho

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28. Disco: Disentangled Control for Realistic Human Dance Generation
    CVPR 2024 ·

    Tan Wang

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29. GRiT: A Generative Region-to-Text Transformer for Object Understanding
    ECCV 2024 ·

    Jialian Wu

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30. IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
    ECCV 2024 ·

    Yuanhao Zhai

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31. Idea2Img: Iterative Self-refinement with GPT-4V for Automatic Image Design and Generation
    ECCV 2024 · Zhengyuan Yang
32. Interfacing Foundation Models' Embeddings
    NeurIPS 2024 ·

    Xueyan Zou

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33. MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
    CVPR 2024 ·

    Chaoyi Zhang

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34. MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
    ICML 2024 ·

    Weihao Yu

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35. MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos
    CVPR 2024 ·

    Jielin Qiu

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36. Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
    NeurIPS 2024 ·

    Yuanhao Zhai

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37. OpenLEAF: A Novel Benchmark for Open-Domain Interleaved Image-Text Generation
    ACM MM 2024 ·

    Jie An

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38. SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation
    AAAI 2024 ·

    Changsheng Lv

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39. StrokeNUWA - Tokenizing Strokes for Vector Graphic Synthesis
    ICML 2024 ·

    Zecheng Tang

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40. Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning
    CVPR 2024 ·

    Zichen Miao

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41. VideoGUI: A Benchmark for GUI Automation from Instructional Videos
    NeurIPS 2024 ·

    Kevin Qinghong Lin

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