PPaperPicks

Xiaohong Liu

Shanghai Jiao Tong University, China

54 papers at tracked venues · 49 at CORE A* · active 2024–2026

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Venues

CVPR ×19ACM MM ×10ICCV ×7NeurIPS ×7AAAI ×4ECCV ×3ACL ×1ICLR ×1IJCAI ×1MICCAI ×1

Frequent coauthors

Zicheng Zhang
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Chunyi Li
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Guangyang Wu
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Wei Dong
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Yanfeng Li
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Ziheng Jia
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Hai Jiang
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Yingjie Zhou
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Haoning Wu
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Yuqin Cao
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Yushuo Zheng
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Shushi Wang
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Papers

  1. Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning
    AAAI 2026 ·
    Yuqin Cao
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  2. GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models
    AAAI 2026 ·
    Yushuo Zheng
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  3. HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence
    AAAI 2026 ·
    Yanfeng Li
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  4. Scaling-up Perceptual Video Quality Assessment
    AAAI 2026 ·
    Ziheng Jia
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  5. A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
    ICLR 2025 ·
    Zicheng Zhang
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  6. AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content
    ACM MM 2025 ·
    Shushi Wang
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  7. AnimateQR: Bridging Aesthetics and Functionality in Dynamic QR Code Generation
    NeurIPS 2025 ·
    Guangyang Wu
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  8. Evaluating Perceptual Color Preferences in Smartphone Photography: Dataset and Challenges
    ACM MM 2025 ·
    Zhihua Wang
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  9. Image Quality Assessment: From Human to Machine Preference
    CVPR 2025 ·
    Chunyi Li
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  10. Improving Video Generation with Human Feedback
    NeurIPS 2025 ·
    Jie Liu
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  11. Information Density Principle for MLLM Benchmarks
    ICCV 2025 ·
    Chunyi Li
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  12. Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
    CVPR 2025 ·
    Ruiyi Wang
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  13. Learning to See in the Extremely Dark
    ICCV 2025 ·
    Hai Jiang
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  14. Leveraging Multimodal Large Language Models for Joint Discrete and Continuous Evaluation in Text-to-Image Alignment
    CVPR 2025 ·
    Zhichao Zhang
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  15. Lumina-Image 2.0: a Unified and Efficient Image Generative Framework
    ICCV 2025 ·
    Qi Qin
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  16. MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment
    MICCAI 2025 ·
    Siyi Xun
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  17. MoEdit: On Learning Quantity Perception for Multi-object Image Editing
    CVPR 2025 ·
    Yanfeng Li
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  18. NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results
    CVPR 2025 · Xiaohong Liu
  19. NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment
    CVPR 2025 ·
    Shuhao Han
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  20. Omni2: Unifying Omnidirectional Image Generation and Editing in an Omni Model
    ACM MM 2025 ·
    Liu Yang
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  21. Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
    CVPR 2025 ·
    Zicheng Zhang
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  22. Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content
    CVPR 2025 ·
    Zicheng Zhang
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  23. Redundancy Principles for MLLMs Benchmarks
    ACL 2025 ·
    Zicheng Zhang
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  24. Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector
    CVPR 2025 ·
    Xiao Guo
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  25. RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints
    ICCV 2025 ·
    Yiran Qin
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  26. Samba: A Unified Mamba-based Framework for General Salient Object Detection
    CVPR 2025 ·
    Jiahao He
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  27. TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning
    ICCV 2025 ·
    Siqi Luo
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  28. Towards a New Paradigm of Visual Signal Compression
    ACM MM 2025 ·
    Chunyi Li
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  29. UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines
    CVPR 2025 ·
    Chen Tang
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  30. VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning
    NeurIPS 2025 ·
    Li Kang
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  31. VQA2: Visual Question Answering for Video Quality Assessment
    ACM MM 2025 ·
    Ziheng Jia
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  32. VQualA 2025 Document Image Quality Assessment Challenge
    ICCV 2025 ·
    Fan Huang
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  33. Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads
    ICCV 2025 ·
    Yingjie Zhou
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  34. AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment
    CVPR 2024 ·
    Chunyi Li
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  35. AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results
    CVPR 2024 ·
    Marcos V. Conde
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  36. DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer
    CVPR 2024 ·
    Wei Dong
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  37. DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion Models
    IJCAI 2024 ·
    Yiwei Yang
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  38. ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction
    NeurIPS 2024 ·
    Wei Dong
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  39. Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
    NeurIPS 2024 ·
    Xuehao Cui
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  40. G-Refine: A General Quality Refiner for Text-to-Image Generation
    ACM MM 2024 ·
    Chunyi Li
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  41. GLARE: Low Light Image Enhancement via Generative Latent Feature Based Codebook Retrieval
    ECCV 2024 ·
    Han Zhou
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  42. LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
    ACM MM 2024 ·
    Zicheng Zhang
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  43. LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models
    ECCV 2024 ·
    Hai Jiang
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  44. NTIRE 2024 Dense and Non-Homogeneous Dehazing Challenge Report
    CVPR 2024 ·
    Codruta O. Ancuti
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  45. NTIRE 2024 Quality Assessment of AI-Generated Content Challenge
    CVPR 2024 · Xiaohong Liu
  46. On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
    NeurIPS 2024 ·
    Xiufeng Song
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  47. Perception-Oriented Video Frame Interpolation via Asymmetric Blending
    CVPR 2024 ·
    Guangyang Wu
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  48. ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer
    CVPR 2024 ·
    Wei Dong
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  49. Subjective and Objective Quality-of-Experience Assessment for 3D Talking Heads
    ACM MM 2024 ·
    Yingjie Zhou
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  50. Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
    ACM MM 2024 ·
    Tengchuan Kou
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  51. T2I-Scorer: Quantitative Evaluation on Text-to-Image Generation via Fine-Tuned Large Multi-Modal Models
    ACM MM 2024 ·
    Haoning Wu
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  52. Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation
    CVPR 2024 ·
    Guangyang Wu
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  53. Towards Open-Ended Visual Quality Comparison
    ECCV 2024 ·
    Haoning Wu
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  54. V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
    NeurIPS 2024 ·
    Yi Xin
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