@inproceedings{jia2026vital,
  title = {VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment},
  author = {Jia, Ziheng and Cao, Linhan and Han, Jinliang and Zhang, Zicheng and Qian, Jiaying and Wang, Jiarui and Chen, Zijian and Zhai, Guangtao and Min, Xiongkuo},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year = {2026},
  pages = {41245--41255},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Jia_VITAL_Vision-Encoder-centered_Pre-training_for_LMMs_in_Visual_Quality_Assessment_CVPR_2026_paper.html}
}

@inproceedings{gao2026eemologic,
  title = {EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment},
  author = {Gao, Lancheng and Jia, Ziheng and Xing, Zixuan and Sun, Wei and Duan, Huiyu and Zhai, Guangtao and Min, Xiongkuo},
  booktitle = {Proceedings of the International Conference on Machine Learning},
  year = {2026},
  url = {https://arxiv.org/abs/2602.01173}
}

@inproceedings{jia2026refine,
  title = {Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment},
  author = {Jia, Ziheng and Qian, Jiaying and Zhang, Zicheng and Chen, Zijian and Min, Xiongkuo},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = {2026},
  pages = {22301--22309},
  url = {https://arxiv.org/abs/2508.03763}
}

@inproceedings{jia2026scaling,
  title = {Scaling-up Perceptual Video Quality Assessment},
  author = {Jia, Ziheng and Zhang, Zicheng and Zhu, Xiaorong and Li, Chunyi and Han, Jinliang and Liu, Xiaohong and Zhai, Guangtao and Min, Xiongkuo},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = {2026},
  pages = {22292--22300},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39386}
}

@inproceedings{zhang2025qbench,
  title = {Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs},
  author = {Zhang, Zicheng and Jia, Ziheng and Wu, Haoning and Li, Chunyi and Chen, Zijian and Zhou, Yingjie and Sun, Wei and Liu, Xiaohong and Min, Xiongkuo and Lin, Weisi and Zhai, Guangtao},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year = {2025},
  pages = {3229--3239},
  url = {https://openaccess.thecvf.com/content/CVPR2025/html/Zhang_Q-Bench-Video_Benchmark_the_Video_Quality_Understanding_of_LMMs_CVPR_2025_paper.html}
}

@inproceedings{jia2025vqa2,
  title = {VQA²: Visual Question Answering for Video Quality Assessment},
  author = {Jia, Ziheng and Zhang, Zicheng and Qian, Jiaying and Wu, Haoning and Sun, Wei and Li, Chunyi and Liu, Xiaohong and Lin, Weisi and Zhai, Guangtao and Min, Xiongkuo},
  booktitle = {Proceedings of the 33rd ACM International Conference on Multimedia},
  year = {2025},
  pages = {6751--6760},
  url = {https://arxiv.org/abs/2411.03795}
}

@inproceedings{qian2025partial,
  title = {Towards Explainable Partial-AIGC Image Quality Assessment},
  author = {Qian, Jiaying and Jia, Ziheng and Zhang, Zicheng and Zhang, Zeyu and Zhai, Guangtao and Min, Xiongkuo},
  booktitle = {Proceedings of the 33rd ACM International Conference on Multimedia},
  year = {2025},
  pages = {6761--6770},
  doi = {10.1145/3746027.3754726},
  url = {https://doi.org/10.1145/3746027.3754726}
}

@inproceedings{gao2025eemobench,
  title = {EEmo-Bench: A Benchmark for Multi-modal Large Language Models on Image Evoked Emotion Assessment},
  author = {Gao, Lancheng and Jia, Ziheng and Zeng, Yunhao and Sun, Wei and Zhang, Yiming and Zhou, Wei and Zhai, Guangtao and Min, Xiongkuo},
  booktitle = {Proceedings of the 33rd ACM International Conference on Multimedia},
  year = {2025},
  pages = {7064--7073},
  doi = {10.1145/3746027.3755777},
  url = {https://doi.org/10.1145/3746027.3755777}
}

@inproceedings{zhu2025gobench,
  title = {GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs},
  author = {Zhu, Xiaorong and Jia, Ziheng and Wang, Jiarui and Zhao, Xiangyu and Duan, Haodong and Min, Xiongkuo and Wang, Jia and Zhang, Zicheng and Zhai, Guangtao},
  booktitle = {Proceedings of the 33rd ACM International Conference on Multimedia},
  year = {2025},
  pages = {12690--12697},
  doi = {10.1145/3746027.3758207},
  url = {https://doi.org/10.1145/3746027.3758207}
}

@article{jia2024continuous,
  title = {Continuous and Overall Quality of Experience Evaluation for Streaming Video Based on Rich Features Exploration and Dual-Stage Attention},
  author = {Jia, Ziheng and Min, Xiongkuo and Sun, Wei and Zhai, Guangtao},
  journal = {IEEE Transactions on Circuits and Systems for Video Technology},
  year = {2024},
  pages = {11709--11723},
  doi = {10.1109/TCSVT.2024.3418941},
  volume = {34},
  number = {11},
  url = {https://doi.org/10.1109/TCSVT.2024.3418941}
}