PPaperPicks

Zicheng Zhang

62 papers at tracked venues · 56 at CORE A* · active 2024–2026

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Venues

CVPR ×18ACM MM ×13ECCV ×6NeurIPS ×6AAAI ×5ACL ×4ICCV ×4ICML ×4ICLR ×2

Frequent coauthors

Chunyi Li
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Haoning Wu
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Ziheng Jia
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Yushuo Zheng
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Wei Sun
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Bonan Li
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Xiangyu Zhao
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Xinmin Qiu
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Zhichao Zhang
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Xin Li
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Xiaohong Liu
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Hanwei Zhu
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Papers

  1. GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models
    AAAI 2026 ·
    Yushuo Zheng
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  2. Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition
    ACL 2026 ·
    Yushuo Zheng
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  3. MedOmni-45°: A Safety-Performance Benchmark for Reasoning-Oriented LLMs in Medicine
    AAAI 2026 ·
    Kaiyuan Ji
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  4. Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment
    AAAI 2026 ·
    Ziheng Jia
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  5. Scaling-up Perceptual Video Quality Assessment
    AAAI 2026 ·
    Ziheng Jia
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  6. A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
    ICLR 2025 · Zicheng Zhang
  7. AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content
    ACM MM 2025 ·
    Shushi Wang
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  8. An Empirical Study for Efficient Video Quality Assessment
    CVPR 2025 ·
    Wei Sun
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  9. Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation
    ACL 2025 ·
    Guoqiang Gong
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  10. CamPoint: Boosting Point Cloud Segmentation with Virtual Camera
    CVPR 2025 ·
    Jianhui Zhang
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  11. CoSER: Towards Consistent Dense Multiview Text-to-Image Generator for 3D Creation
    CVPR 2025 ·
    Bonan Li
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  12. Creation-Mmbench: Assessing Context-Aware Creative Intelligence in Mllms
    ICCV 2025 ·
    Xinyu Fang
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  13. Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
    NeurIPS 2025 ·
    Xiangyu Zhao
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  14. Feature out! Let Raw Image as Your Condition for Blind Face Restoration
    ICML 2025 ·
    Xinmin Qiu
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  15. GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs
    ACM MM 2025 ·
    Xiaorong Zhu
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  16. Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric
    ACM MM 2025 ·
    Zhichao Zhang
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  17. Image Quality Assessment: From Human to Machine Preference
    CVPR 2025 ·
    Chunyi Li
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  18. Information Density Principle for MLLM Benchmarks
    ICCV 2025 ·
    Chunyi Li
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  19. Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
    CVPR 2025 ·
    Ruiyi Wang
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  20. Leveraging Multimodal Large Language Models for Joint Discrete and Continuous Evaluation in Text-to-Image Alignment
    CVPR 2025 ·
    Zhichao Zhang
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  21. MIRROR: Make Your Object-Level Multi-View Generation More Consistent with Training-Free Rectification
    ICML 2025 ·
    Tianchi Xing
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  22. NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results
    CVPR 2025 ·
    Xin Li
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  23. NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results
    CVPR 2025 ·
    Xiaohong Liu
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  24. NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment
    CVPR 2025 ·
    Shuhao Han
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  25. OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
    ACL 2025 ·
    Xiangyu Zhao
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  26. Purity Law for Neural Routing Problem Solvers with Enhanced Generalizability
    NeurIPS 2025 ·
    Wenzhao Liu
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  27. Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
    CVPR 2025 · Zicheng Zhang
  28. Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content
    CVPR 2025 · Zicheng Zhang
  29. Redundancy Principles for MLLMs Benchmarks
    ACL 2025 · Zicheng Zhang
  30. StyO: Stylize Your Face in Only One-Shot
    AAAI 2025 ·
    Bonan Li
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  31. TANDEM: Bi-Level Data Mixture Optimization with Twin Networks
    NeurIPS 2025 ·
    Jiaxing Wang
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  32. The Primacy of Magnitude in Low-Rank Adaptation
    NeurIPS 2025 · Zicheng Zhang
  33. Towards Explainable Partial-AIGC Image Quality Assessment
    ACM MM 2025 ·
    Jiaying Qian
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  34. Towards a New Paradigm of Visual Signal Compression
    ACM MM 2025 ·
    Chunyi Li
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  35. VQA2: Visual Question Answering for Video Quality Assessment
    ACM MM 2025 ·
    Ziheng Jia
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  36. VQualA 2025 Challenge on Visual Quality Comparison for Large Multimodal Models: Methods and Results
    ICCV 2025 ·
    Hanwei Zhu
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  37. Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads
    ICCV 2025 ·
    Yingjie Zhou
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  38. AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment
    CVPR 2024 ·
    Chunyi Li
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  39. AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results
    ECCV 2024 ·
    Maksim Smirnov
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  40. AIM 2024 Challenge on UHD Blind Photo Quality Assessment
    ECCV 2024 ·
    Vlad Hosu
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  41. AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results
    CVPR 2024 ·
    Marcos V. Conde
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  42. Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
    NeurIPS 2024 ·
    Hanwei Zhu
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  43. Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency
    ECCV 2024 ·
    Wei Sun
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  44. BlazeBVD: Make Scale-Time Equalization Great Again for Blind Video Deflickering
    ECCV 2024 ·
    Xinmin Qiu
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  45. Compression-RQ-VQA: Leveraging Rich Quality-Aware Features for Compressed Video Quality Assessment
    ECCV 2024 ·
    Ziheng Jia
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  46. Deep Portrait Quality Assessment. A NTIRE 2024 Challenge Survey
    CVPR 2024 ·
    Nicolas Chahine
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  47. G-Refine: A General Quality Refiner for Text-to-Image Generation
    ACM MM 2024 ·
    Chunyi Li
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  48. GAIA: Rethinking Action Quality Assessment for AI-Generated Videos
    NeurIPS 2024 ·
    Zijian Chen
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  49. LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
    ACM MM 2024 · Zicheng Zhang
  50. Large Multi-modality Model Assisted AI-Generated Image Quality Assessment
    ACM MM 2024 ·
    Puyi Wang
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  51. Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis
    CVPR 2024 · Zicheng Zhang
  52. NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results
    CVPR 2024 ·
    Xin Li
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  53. NTIRE 2024 Quality Assessment of AI-Generated Content Challenge
    CVPR 2024 ·
    Xiaohong Liu
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  54. Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
    ICML 2024 ·
    Haoning Wu
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  55. Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision
    ICLR 2024 ·
    Haoning Wu
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  56. Q-Ground: Image Quality Grounding with Large Multi-modality Models
    ACM MM 2024 ·
    Chaofeng Chen
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  57. Q-Instruct: Improving Low-Level Visual Abilities for Multi-Modality Foundation Models
    CVPR 2024 ·
    Haoning Wu
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  58. Subjective and Objective Quality-of-Experience Assessment for 3D Talking Heads
    ACM MM 2024 ·
    Yingjie Zhou
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  59. Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
    ACM MM 2024 ·
    Tengchuan Kou
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  60. 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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  61. Towards Open-Ended Visual Quality Comparison
    ECCV 2024 ·
    Haoning Wu
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  62. Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error
    ICML 2024 ·
    Haoran Li
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