Naturalness Preserved Image Aesthetic Enhancement with Perceptual Encoder Constraint. - Leida Li; Yuzhe Yang 001; Hancheng Zhu (ICMR, 2019)

Blind Realistic Blur Assessment Based on Discrepancy Learning. - Leida Li; Yu Zhou 009; Ke Gu 001; Yuzhe Yang 001; Yuming Fang (IEEE Trans. Circuits Syst. Video Technol., 2020)

Self-Distillation from the Last Mini-Batch for Consistency Regularization. - Yiqing Shen 003; Liwu Xu; Yuzhe Yang 001; Yaqian Li; Yandong Guo (CVPR, 2022)

Personalized Image Aesthetics Assessment with Rich Attributes. - Yuzhe Yang 001; Liwu Xu; Leida Li; Nan Qie; Yaqian Li; Peng Zhang; Yandong Guo (CVPR, 2022)

Psychology Inspired Model for Hierarchical Image Aesthetic Attribute Prediction. - Leida Li; Jiachen Duan; Yuzhe Yang 001; Liwu Xu; Yaqian Li; Yandong Guo (ICME, 2022)

Transductive Aesthetic Preference Propagation for Personalized Image Aesthetics Assessment. - Yaohui Li; Yuzhe Yang 001; Huaxiong Li; Haoxing Chen; Liwu Xu; Leida Li; Yaqian Li; Yandong Guo (ACM Multimedia, 2022)

Online Distillation with Mixed Sample Augmentation. - Yiqing Shen 003; Liwu Xu; Yuzhe Yang 001; Yaqian Li; Yandong Guo (CoRR, 2022)

Learning image aesthetic subjectivity from attribute-aware relational reasoning network. - Hancheng Zhu; Yong Zhou 003; Rui Yao; Guangcheng Wang; Yuzhe Yang 001 (Pattern Recognit. Lett., 2022)

Hierarchical discrepancy learning for image restoration quality assessment. - Bo Hu 008; Shuaijian Wang; Leida Li; Jiaxu Leng; Yuzhe Yang 001; Xinbo Gao 001 (Signal Process., 2022)

Mixed Sample Augmentation for Online Distillation. - Yiqing Shen 003; Liwu Xu; Yuzhe Yang 001; Yaqian Li; Yandong Guo (ICASSP, 2023)

Attribute-assisted Multimodal Network for Image Aesthetics Assessment. - Tong Zhu 003; Leida Li; Pengfei Chen 003; Jinjian Wu; Yuzhe Yang 001; Yaqian Li; Yandong Guo (ICME, 2023)

AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment. - Xiangfei Sheng; Leida Li; Pengfei Chen 003; Jinjian Wu; Weisheng Dong; Yuzhe Yang 001; Liwu Xu; Yaqian Li; Guangming Shi (ACM Multimedia, 2023)

Technical Quality-Assisted Image Aesthetics Quality Assessment. - Xiangfei Sheng; Leida Li; Pengfei Chen 003; Jinjian Wu; Liwu Xu; Yuzhe Yang 001; Yaqian Li (PRCV (11), 2023)

CLIP Brings Better Features to Visual Aesthetics Learners. - Liwu Xu; Jinjin Xu; Yuzhe Yang 001; Yijie Huang; Yanchun Xie; Yaqian Li (CoRR, 2023)

u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model. - Jinjin Xu; Liwu Xu; Yuzhe Yang 001; Xiang Li; Yanchun Xie; Yi-Jie Huang; Yaqian Li (CoRR, 2023)

Explainable and Generalizable Blind Image Quality Assessment via Semantic Attribute Reasoning. - Yipo Huang; Leida Li; Yuzhe Yang 001; Yaqian Li; Yandong Guo (IEEE Trans. Multim., 2023)

Knowledge-Guided Blind Image Quality Assessment With Few Training Samples. - Tianshu Song; Leida Li; Jinjian Wu; Yuzhe Yang 001; Yaqian Li; Yandong Guo; Guangming Shi (IEEE Trans. Multim., 2023)

Anchor-based knowledge embedding for image aesthetics assessment. - Leida Li; Tianwu Zhi; Guangming Shi; Yuzhe Yang 001; Liwu Xu; Yaqian Li; Yandong Guo (Neurocomputing, 2023)

Theme-Aware Visual Attribute Reasoning for Image Aesthetics Assessment. - Leida Li; Yipo Huang; Jinjian Wu; Yuzhe Yang 001; Yaqian Li; Yandong Guo; Guangming Shi (IEEE Trans. Circuits Syst. Video Technol., 2023)

Image Aesthetics Assessment With Attribute-Assisted Multimodal Memory Network. - Leida Li; Tong Zhu 003; Pengfei Chen 003; Yuzhe Yang 001; Yaqian Li; Weisi Lin (IEEE Trans. Circuits Syst. Video Technol., 2023)

u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model. - Jinjin Xu; Liwu Xu; Yuzhe Yang 001; Xiang Li; Fanyi Wang; Yanchun Xie; Yi-Jie Huang; Yaqian Li (ECAI, 2024)

AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception. - Yipo Huang; Quan Yuan; Xiangfei Sheng; Zhichao Yang 013; Haoning Wu 001; Pengfei Chen 003; Yuzhe Yang 001; Leida Li; Weisi Lin (CoRR, 2024)

Emotion-aware hierarchical interaction network for multimodal image aesthetics assessment. - Tong Zhu 003; Leida Li; Pengfei Chen 003; Jinjian Wu; Yuzhe Yang 001; Yaqian Li (Pattern Recognit., 2024)

Coarse-to-Fine Image Aesthetics Assessment With Dynamic Attribute Selection. - Yipo Huang; Leida Li; Pengfei Chen 003; Jinjian Wu; Yuzhe Yang 001; Yaqian Li; Guangming Shi (IEEE Trans. Multim., 2024)

Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment. - Zhichao Yang 013; Leida Li; Yuzhe Yang 001; Yaqian Li; Weisi Lin (IEEE Trans. Multim., 2024)

Reproducibility Companion Paper: u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model. - Jinjin Xu; Xilu Wang 001; Liwu Xu; Yuzhe Yang 001; Xiang Li; Fanyi Wang; Yanchun Xie; Yi-Jie Huang; Yaqian Li; Yunfan Hu (ICMR, 2025)