Ziheng Jia

According to our database, Ziheng Jia authored at least 34 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment.

Lancheng Gao, Ziheng Jia, Zixuan Xing, Wei Sun, Huiyu Duan, Guangtao Zhai, Xiongkuo Min

CoRR, February, 2026

AIBench: Towards trustworthy evaluation under the 45°law.

Zicheng Zhang, Junying Wang, Yijin Guo, Farong Wen, Zijian Chen, Hanqing Wang, Wenzhe Li, Lu Sun, Yingjie Zhou, Jianbo Zhang, Bowen Yan, Ziheng Jia, Jiahao Xiao, Yuan Tian, Xiangyang Zhu, Kaiwei Zhang, Chunyi Li, Xiaohong Liu, Xiongkuo Min, Qi Jia, Guangtao Zhai

Displays, 2026

Towards versatile multimedia quality assessment for visual communications.

Zicheng Zhang, Ziheng Jia, Chunyi Li, Yingjie Zhou, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

Sci. China Inf. Sci., 2026

Scaling-up Perceptual Video Quality Assessment.

Ziheng Jia, Zicheng Zhang, Xiaorong Zhu, Chunyi Li, Jinliang Han, Xiaohong Liu, Guangtao Zhai, Xiongkuo Min

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment.

Ziheng Jia, Jiaying Qian, Zicheng Zhang, Zijian Chen, Xiongkuo Min

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment.

Ziheng Jia, Linhan Cao, Jinliang Han, Zicheng Zhang, Jiaying Qian, Jiarui Wang, Zijian Chen, Guangtao Zhai, Xiongkuo Min

CoRR, November, 2025

TIT-Score: Evaluating Long-Prompt Based Text-to-Image Alignment via Text-to-Image-to-Text Consistency.

Juntong Wang, Huiyu Duan, Jiarui Wang, Ziheng Jia, Guangtao Zhai, Xiongkuo Min

CoRR, October, 2025

Scaling-up Perceptual Video Quality Assessment.

Ziheng Jia, Zicheng Zhang, Zeyu Zhang, Yingji Liang, Xiaorong Zhu, Chunyi Li, Jinliang Han, Haoning Wu, Bin Wang, Haoran Zhang, Guanyu Zhu, Qiyong Zhao, Xiaohong Liu, Guangtao Zhai, Xiongkuo Min

CoRR, May, 2025

LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation.

Jiarui Wang, Huiyu Duan, Ziheng Jia, Yu Zhao, Woo Yi Yang, Zicheng Zhang, Zijian Chen, Juntong Wang, Yuke Xing, Guangtao Zhai, Xiongkuo Min

CoRR, May, 2025

PuzzleBench: A Fully Dynamic Evaluation Framework for Large Multimodal Models on Puzzle Solving.

Zeyu Zhang, Zijian Chen, Zicheng Zhang, Yuze Sun, Yuan Tian, Ziheng Jia, Chunyi Li, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

CoRR, April, 2025

Teaching LMMs for Image Quality Scoring and Interpreting.

Zicheng Zhang, Haoning Wu, Ziheng Jia, Weisi Lin, Guangtao Zhai

CoRR, March, 2025

Large multimodal models evaluation: a survey.

Zicheng Zhang, Junying Wang, Farong Wen, Yijin Guo, Xiangyu Zhao, Xinyu Fang, Shengyuan Ding, Ziheng Jia, Jiahao Xiao, Ye Shen, Yushuo Zheng, Xiaorong Zhu, Yalun Wu, Ziheng Jiao, Wei Sun, Zijian Chen, Kaiwei Zhang, Kang Fu, Yuqin Cao, Ming Hu, Yue Zhou, Xuemei Zhou, Juntai Cao, Wei Zhou, Jinyu Cao, Ronghui Li, Donghao Zhou, Yuan Tian, Xiangyang Zhu, Chunyi Li, Haoning Wu, Xiaohong Liu, Junjun He, Yu Zhou, Hui Liu, Lin Zhang, Zesheng Wang, Huiyu Duan, Yingjie Zhou, Xiongkuo Min, Qi Jia, Dongzhan Zhou, Wenlong Zhang, Jiezhang Cao, Xue Yang, Junzhi Yu, Songyang Zhang, Haodong Duan, Guangtao Zhai

Sci. China Inf. Sci., 2025

GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs.

Xiaorong Zhu, Ziheng Jia, Jiarui Wang, Xiangyu Zhao, Haodong Duan, Xiongkuo Min, Jia Wang, Zicheng Zhang, Guangtao Zhai

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

DFBench: Benchmarking Deepfake Image Detection Capability of Large Multimodal Models.

Jiarui Wang, Huiyu Duan, Juntong Wang, Ziheng Jia, Woo Yi Yang, Xiaorong Zhu, Yu Zhao, Jiaying Qian, Yuke Xing, Guangtao Zhai, Xiongkuo Min

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Towards Explainable Partial-AIGC Image Quality Assessment.

Jiaying Qian, Ziheng Jia, Zicheng Zhang, Zeyu Zhang, Guangtao Zhai, Xiongkuo Min

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

VQA²: Visual Question Answering for Video Quality Assessment.

Ziheng Jia, Zicheng Zhang, Jiaying Qian, Haoning Wu, Wei Sun, Chunyi Li, Xiaohong Liu, Weisi Lin, Guangtao Zhai, Xiongkuo Min

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

EEmo-Bench: A Benchmark for Multi-modal Large Language Models on Image Evoked Emotion Assessment.

Lancheng Gao, Ziheng Jia, Yunhao Zeng, Wei Sun, Yiming Zhang, Wei Zhou, Guangtao Zhai, Xiongkuo Min

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Information Density Principle for MLLM Benchmarks.

Chunyi Li, Xiaozhe Li, Zicheng Zhang, Yuan Tian, Ziheng Jia, Xiaohong Liu, Xiongkuo Min, Jia Wang, Haodong Duan, Kai Chen, Guangtao Zhai

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs.

Zicheng Zhang, Ziheng Jia, Haoning Wu, Chunyi Li, Zijian Chen, Yingjie Zhou, Wei Sun, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Image Quality Assessment: From Human to Machine Preference.

Chunyi Li, Yuan Tian, Xiaoyue Ling, Zicheng Zhang, Haodong Duan, Haoning Wu, Ziheng Jia, Xiaohong Liu, Xiongkuo Min, Guo Lu, Weisi Lin, Guangtao Zhai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Continuous and Overall Quality of Experience Evaluation for Streaming Video Based on Rich Features Exploration and Dual-Stage Attention.

Ziheng Jia, Xiongkuo Min, Wei Sun, Guangtao Zhai

IEEE Trans. Circuits Syst. Video Technol., November, 2024

AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results.

Ivan Molodetskikh, Artem Borisov, Dmitriy S. Vatolin, Radu Timofte, Jianzhao Liu, Tianwu Zhi, Yabin Zhang, Yang Li, Jingwen Xu, Yiting Liao, Qing Luo, Ao-Xiang Zhang, Peng Zhang, Haibo Lei, Linyan Jiang, Yaqing Li, Yuqin Cao, Wei Sun, Weixia Zhang, Yinan Sun, Ziheng Jia, Yuxin Zhu, Xiongkuo Min, Guangtao Zhai, Weihua Luo, Yupeng Z., Hong Yi

CoRR, 2024

Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs.

Zicheng Zhang, Ziheng Jia, Haoning Wu, Chunyi Li, Zijian Chen, Yingjie Zhou, Wei Sun, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai

CoRR, 2024

End-to-end Prediction of Streaming Video Quality of Experience: Dataset and Approach.

Ziheng Jia, Xiongkuo Min, Guangtao Zhai

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

ACIQA: A Dataset and Method for Assessing the Imaging Quality of Automotive Cameras.

Yijie Huang, Haoyang Ni, Kaiwei Zhang, Ziheng Jia, Fangfang Lu, Xiongkuo Min, Guangtao Zhai

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

DSA-QoE: Quality of Experience Evaluation for Streaming Video Based on Dual-Stage Attention.

Ziheng Jia, Xiongkuo Min, Guangtao Zhai

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

AVSal: Enhancing Video Saliency Prediction Through Audio-Visual Fusion and Temporal Aggregation.

Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results.

Maksim Smirnov, Aleksandr Gushchin, Anastasia Antsiferova, Dmitriy S. Vatolin, Radu Timofte, Ziheng Jia, Zicheng Zhang, Wei Sun, Jiaying Qian, Yuqin Cao, Yinan Sun, Yuxin Zhu, Xiongkuo Min, Guangtao Zhai, Kanjar De, Qing Luo, Ao-Xiang Zhang, Peng Zhang, Haibo Lei, Linyan Jiang, Yaqing Li, Wenhui Meng, Xiaoheng Tan, Haiqiang Wang, Xiaozhong Xu, Shan Liu, Zhenzhong Chen, Zhengxue Cheng, Jiahao Xiao, Jun Xu, Chenlong He, Qi Zheng, Ruoxi Zhu, Min Li, Yibo Fan, Zhengzhong Tu

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

AIM 2024 Challenge on Video Saliency Prediction: Methods and Results.

Andrey Moskalenko, Alexey Bryncev, Dmitry S. Vatolin, Radu Timofte, Gen Zhan, Li Yang, Yunlong Tang, Yiting Liao, Jiongzhi Lin, Baitao Huang, Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo, Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai, Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Wei Zhang, Chunyu Zhao, Wentao Mu, Tao Deng, Hamed R. Tavakoli

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results.

Ivan Molodetskikh, Artem Borisov, Dmitriy S. Vatolin, Radu Timofte, Jianzhao Liu, Tianwu Zhi, Yabin Zhang, Yang Li, Jingwen Xu, Yiting Liao, Qing Luo, Ao-Xiang Zhang, Peng Zhang, Haibo Lei, Linyan Jiang, Yaqing Li, Yuqin Cao, Wei Sun, Weixia Zhang, Yinan Sun, Ziheng Jia, Yuxin Zhu, Xiongkuo Min, Guangtao Zhai, Weihua Luo, Yupeng Zhang, Hong Yi

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Compression-RQ-VQA: Leveraging Rich Quality-Aware Features for Compressed Video Quality Assessment.

Ziheng Jia, Jiaying Qian, Wei Sun, Zicheng Zhang, Yuqin Cao, Yinan Sun, Yuxin Zhu, Guangtao Zhai, Xiongkuo Min

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

SR-VQA: Super-Resolution Video Quality Assessment Model.

Yuqin Cao, Wei Sun, Weixia Zhang, Yinan Sun, Ziheng Jia, Yuxin Zhu, Xiongkuo Min, Guangtao Zhai

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge.

Xiaohong Liu, Xiongkuo Min, Wei Sun, Yulun Zhang, Kai Zhang, Radu Timofte, Guangtao Zhai, Yixuan Gao, Yuqin Cao, Tengchuan Kou, Yunlong Dong, Ziheng Jia, Yilin Li, Wei Wu, Shuming Hu, Sibin Deng, Pengxiang Xiao, Ying Chen, Kai Li, Kai Zhao, Kun Yuan, Ming Sun, Heng Cong, Hao Wang, Lingzhi Fu, Yusheng Zhang, Rongyu Zhang, Hang Shi, Qihang Xu, Longan Xiao, Zhiliang Ma, Mirko Agarla, Luigi Celona, Claudio Rota, Raimondo Schettini, Zhiwei Huang, Yanan Li, Xiaotao Wang, Lei Lei, Hongye Liu, Wei Hong, Ironhead Chuang, Allen Lin, Drake Guan, Iris Chen, Kae Lou, Willy Huang, Yachun Tasi, Yvonne Kao, Haotian Fan, Fangyuan Kong, Shiqi Zhou, Hao Liu, Yu Lai, Shanshan Chen, Wenqi Wang, Haoning Wu, Chaofeng Chen, Chunzheng Zhu, Zekun Guo, Shiling Zhao, Haibing Yin, Hongkui Wang, Hanene Brachemi Meftah, Sid Ahmed Fezza, Wassim Hamidouche, Olivier Déforges, Tengfei Shi, Azadeh Mansouri, Hossein Motamednia, Amir Hossein Bakhtiari, Ahmad Mahmoudi Aznaveh

CoRR, 2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge.

Xiaohong Liu, Xiongkuo Min, Wei Sun, Yulun Zhang, Kai Zhang, Radu Timofte, Guangtao Zhai, Yixuan Gao, Yuqin Cao, Tengchuan Kou, Yunlong Dong, Ziheng Jia, Yilin Li, Kai Zhao, Heng Cong, Hang Shi, Zhiliang Ma, Mirko Agarla, Zhiwei Huang, Hongye Liu, Ironhead Chuang, Haotian Fan, Shiqi Zhou, Yu Lai, Wenqi Wang, Haoning Wu, Chunzheng Zhu, Shiling Zhao, Hanene Brachemi Meftah, Tengfei Shi, Azadeh Mansouri

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023