Pengfei Chen

63 papers A* 15A 2B 1C 1Journal 40Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
AesPrompt: Zero-Shot Image Aesthetics Assessment With Multi-Granularity Aesthetic Prompt Learning.
IEEE Trans. Multim.
Xiangfei Sheng, Leida Li, Pengfei Chen, Li Cai, Giuseppe Valenzise
2026 J jnl
Blind Omnidirectional Image Quality Assessment: Embracing the Magic Power of Multimodal Large Language Models.
Int. J. Comput. Vis.
Jiebin Yan, Jiayu Zhang, Junjie Chen, Pengfei Chen, Xuelin Liu, Ziwen Tan, Yuming Fang
2026 J jnl
Exploring Cross-Modal Mutual Prompt Learning for Video Quality Assessment.
IEEE Trans. Multim.
Pengfei Chen, Leida Li, Jinjian Wu, Jiebin Yan, Vinit Jakhetiya, Aladine Chetouani
2026 J jnl
Fine-grained Image Aesthetic Assessment: Learning Discriminative Scores from Relative Ranks.
CoRR
Zhichao Yang, Jianjie Wang, Zhixianhe Zhang, Pangu Xie, Xiangfei Sheng, Pengfei Chen, Leida Li
2026 A* conf
Fine-grained Image Quality Assessment for Perceptual Image Restoration.
AAAI
Xiangfei Sheng, Xiaofeng Pan, Zhichao Yang, Pengfei Chen, Leida Li
2026 J jnl
HumanCrop-Thinker: An inference-driven framework with explicit thinking for explainable human-centric image cropping.
Expert Syst. Appl.
Quan Yuan, Yipo Huang, Pengfei Chen, Leida Li
2026 J jnl
Learning Scene-Invariant Distribution for Generalizable Blind Image Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol.
Yipo Huang, Zhichao Duan, Pengfei Chen, Li Cai, Leida Li, Weisi Lin
2026 A* conf
LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations.
AAAI
Zhichao Yang, Tianjiao Gu, Jianjie Wang, Feiyu Lin, Xiangfei Sheng, Pengfei Chen, Leida Li
2026 J jnl
RAM-VQA: Restoration Assisted Multi-Modality Video Quality Assessment.
IEEE Trans. Image Process.
Pengfei Chen, Jiebin Yan, Rajiv Soundararajan, Giuseppe Valenzise, Li Cai, Leida Li
2026 J jnl
Towards explainable image composition assessment: a dataset and a model.
Appl. Soft Comput.
Quan Yuan, Yipo Huang, Pengfei Chen, Leida Li
2026 A* conf
TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning.
AAAI
Xiangfei Sheng, Zhichao Duan, Xiaofeng Pan, Yipo Huang, Zhichao Yang, Pengfei Chen, Leida Li
2025 J jnl
Fine-grained Image Quality Assessment for Perceptual Image Restoration.
CoRR
Xiangfei Sheng, Xiaofeng Pan, Zhichao Yang, Pengfei Chen, Leida Li
2025 A* conf
InstructCrop: Teaching Multimodal Large Language Models to Crop Aesthetic Images.
ACM Multimedia
Xiangfei Sheng, Pangu Xie, Weidong Zou, Pengfei Chen, Tong Zhu, Leida Li
2025 J jnl
Language-Guided Visual Perception Disentanglement for Image Quality Assessment and Conditional Image Generation.
CoRR
Zhichao Yang, Leida Li, Pengfei Chen, Jinjian Wu, Giuseppe Valenzise
2025 J jnl
LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations.
CoRR
Zhichao Yang, Tianjiao Gu, Jianjie Wang, Feiyu Lin, Xiangfei Sheng, Pengfei Chen, Leida Li
2025 J jnl
Multi-Modality Multi-Attribute Contrastive Pre-Training for Image Aesthetics Computing.
IEEE Trans. Pattern Anal. Mach. Intell.
Yipo Huang, Leida Li, Pengfei Chen, Haoning Wu, Weisi Lin, Guangming Shi
2025 A conf
Text-to-Image Diffusion Models are AI-Generated Image Quality Scorers.
ICME
Xiangfei Sheng, Weidong Zou, Pengfei Chen, Li Cai, Chao He, Leida Li
2025 J jnl
Towards Explainable Image Aesthetics Assessment With Attribute-Oriented Critiques Generation.
IEEE Trans. Circuits Syst. Video Technol.
Leida Li, Xiangfei Sheng, Pengfei Chen, Jinjian Wu, Weisheng Dong
2025 J jnl
TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning.
CoRR
Xiangfei Sheng, Zhichao Duan, Xiaofeng Pan, Yipo Huang, Zhichao Yang, Pengfei Chen, Leida Li
2024 J jnl
Active Learning-Based Sample Selection for Label-Efficient Blind Image Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol.
Tianshu Song, Leida Li, Deqiang Cheng, Pengfei Chen, Jinjian Wu
2024 J jnl
AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception.
CoRR
Yipo Huang, Quan Yuan, Xiangfei Sheng, Zhichao Yang, Haoning Wu, Pengfei Chen, Yuzhe Yang, Leida Li, Weisi Lin
2024 A* conf
AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception.
ACM Multimedia
Yipo Huang, Xiangfei Sheng, Zhichao Yang, Quan Yuan, Zhichao Duan, Pengfei Chen, Leida Li, Weisi Lin, Guangming Shi
2024 J jnl
AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception.
CoRR
Yipo Huang, Xiangfei Sheng, Zhichao Yang, Quan Yuan, Zhichao Duan, Pengfei Chen, Leida Li, Weisi Lin, Guangming Shi
2024 J jnl
Aesthetic image cropping meets VLP: Enhancing good while reducing bad.
J. Vis. Commun. Image Represent.
Quan Yuan, Leida Li, Pengfei Chen
2024 J jnl
Coarse-to-Fine Image Aesthetics Assessment With Dynamic Attribute Selection.
IEEE Trans. Multim.
Yipo Huang, Leida Li, Pengfei Chen, Jinjian Wu, Yuzhe Yang, Yaqian Li, Guangming Shi
2024 J jnl
Emotion-aware hierarchical interaction network for multimodal image aesthetics assessment.
Pattern Recognit.
Tong Zhu, Leida Li, Pengfei Chen, Jinjian Wu, Yuzhe Yang, Yaqian Li
2024 — conf
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge.
CVPR Workshops
Xiaohong Liu, Xiongkuo Min, Guangtao Zhai, Chunyi Li, Tengchuan Kou, Wei Sun, Haoning Wu, Yixuan Gao, Yuqin Cao, Zicheng Zhang, Xiele Wu, Radu Timofte, Fei Peng, Huiyuan Fu, Anlong Ming, Chuanming Wang, Huadong Ma, Shuai He, Zifei Dou, Shu Chen, Huacong Zhang, Haiyi Xie, Chengwei Wang, Baoying Chen, Jishen Zeng, Jianquan Yang, Weigang Wang, Xi Fang, Xiaoxin Lv, Jun Yan, Tianwu Zhi, Yabin Zhang, Yaohui Li, Yang Li, Jingwen Xu, Jianzhao Liu, Yiting Liao, Junlin Li, Zihao Yu, Fengbin Guan, Yiting Lu, Xin Li, Hossein Motamednia, S. Farhad Hosseini-Benvidi, Ahmad Mahmoudi-Aznaveh, Azadeh Mansouri, Ganzorig Gankhuyag, Kihwan Yoon, Yifang Xu, Haotian Fan, Fangyuan Kong, Shiling Zhao, Weifeng Dong, Haibing Yin, Li Zhu, Zhiling Wang, Bingchen Huang, Avinab Saha, Sandeep Mishra, Shashank Gupta, Rajesh Sureddi, Oindrila Saha, Luigi Celona, Simone Bianco, Paolo Napoletano, Raimondo Schettini, Junfeng Yang, Jing Fu, Wei Zhang, Wenzhi Cao, Limei Liu, Han Peng, Weijun Yuan, Zhan Li, Yihang Cheng, Yifan Deng, Haohui Li, Bowen Qu, Yao Li, Shuqing Luo, Shunzhou Wang, Wei Gao, Zihao Lu, Marcos V. Conde, Xinrui Wang, Zhibo Chen, Ruling Liao, Yan Ye, Qiulin Wang, Bing Li, Zhaokun Zhou, Miao Geng, Rui Chen, Xin Tao, Xiaoyu Liang, Shangkun Sun, Xingyuan Ma, Jiaze Li, Mengduo Yang, Haoran Xu, Jie Zhou, Shiding Zhu, Bohan Yu, Pengfei Chen, Xinrui Xu, Jiabin Shen, Zhichao Duan, Erfan Asadi, Jiahe Liu, Qi Yan, Youran Qu, Xiaohui Zeng, Lele Wang, Renjie Liao
2024 A* conf
Semantics-Aware Image Aesthetics Assessment using Tag Matching and Contrastive Ranking.
ACM Multimedia
Zhichao Yang, Leida Li, Pengfei Chen, Jinjian Wu, Weisheng Dong
2023 A* conf
AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment.
ACM Multimedia
Xiangfei Sheng, Leida Li, Pengfei Chen, Jinjian Wu, Weisheng Dong, Yuzhe Yang, Liwu Xu, Yaqian Li, Guangming Shi
2023 A conf
Attribute-assisted Multimodal Network for Image Aesthetics Assessment.
ICME
Tong Zhu, Leida Li, Pengfei Chen, Jinjian Wu, Yuzhe Yang, Yaqian Li, Yandong Guo
2023 J jnl
Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol.
Pengfei Chen, Leida Li, Haoliang Li, Jinjian Wu, Weisheng Dong, Guangming Shi
2023 J jnl
Image Aesthetics Assessment With Attribute-Assisted Multimodal Memory Network.
IEEE Trans. Circuits Syst. Video Technol.
Leida Li, Tong Zhu, Pengfei Chen, Yuzhe Yang, Yaqian Li, Weisi Lin
2023 A* conf
Personalized Image Aesthetics Assessment with Attribute-guided Fine-grained Feature Representation.
ACM Multimedia
Hancheng Zhu, Zhiwen Shao, Yong Zhou, Guangcheng Wang, Pengfei Chen, Leida Li
2023 — conf
Technical Quality-Assisted Image Aesthetics Quality Assessment.
PRCV (11)
Xiangfei Sheng, Leida Li, Pengfei Chen, Jinjian Wu, Liwu Xu, Yuzhe Yang, Yaqian Li
2022 — conf
Acknowledging the Unknown for Multi-label Learning with Single Positive Labels.
ECCV (24)
Donghao Zhou, Pengfei Chen, Qiong Wang, Guangyong Chen, Pheng-Ann Heng
2022 J jnl
Acknowledging the Unknown for Multi-label Learning with Single Positive Labels.
CoRR
Donghao Zhou, Pengfei Chen, Qiong Wang, Guangyong Chen, Pheng-Ann Heng
2022 J jnl
Blind Image Quality Assessment for Authentic Distortions by Intermediary Enhancement and Iterative Training.
IEEE Trans. Circuits Syst. Video Technol.
Tianshu Song, Leida Li, Pengfei Chen, Hantao Liu, Jiansheng Qian
2022 J jnl
Contrastive Self-Supervised Pre-Training for Video Quality Assessment.
IEEE Trans. Image Process.
Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi
2022 J jnl
From Whole Video to Frames: Weakly-Supervised Domain Adaptive Continuous-Time QoE Evaluation.
IEEE Trans. Image Process.
Leida Li, Pengfei Chen, Weisi Lin, Mai Xu, Guangming Shi
2022 J jnl
Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training.
IEEE Trans. Medical Imaging
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
2022 J jnl
Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training.
CoRR
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
2022 J jnl
SPIQ: A Self-Supervised Pre-Trained Model for Image Quality Assessment.
IEEE Signal Process. Lett.
Pengfei Chen, Leida Li, Qingbo Wu, Jinjian Wu
2022 C conf
Semantic Attribute Guided Image Aesthetics Assessment.
VCIP
Jiachen Duan, Pengfei Chen, Leida Li, Jinjian Wu, Guangming Shi
2021 A* conf
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise.
AAAI
Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng
2021 A* conf
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction.
AAAI
Hongyao Tang, Zhaopeng Meng, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Jianye Hao
2021 J jnl
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction.
CoRR
Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Zhaopeng Meng
2021 A* conf
Noise against noise: stochastic label noise helps combat inherent label noise.
ICLR
Pengfei Chen, Guangyong Chen, Junjie Ye, Jingwei Zhao, Pheng-Ann Heng
2021 A* conf
Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels.
AAAI
Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng
2021 J jnl
Temporal Reasoning Guided QoE Evaluation for Mobile Live Video Broadcasting.
IEEE Trans. Image Process.
Pengfei Chen, Leida Li, Jinjian Wu, Yabin Zhang, Weisi Lin
2021 A* conf
Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment.
ICCV
Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi
2020 J jnl
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise.
CoRR
Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng
2020 A* conf
RIRNet: Recurrent-In-Recurrent Network for Video Quality Assessment.
ACM Multimedia
Pengfei Chen, Leida Li, Lei Ma, Jinjian Wu, Guangming Shi
2020 J jnl
Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels.
CoRR
Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng
2019 J jnl
A Meta Approach to Defend Noisy Labels by the Manifold Regularizer PSDR.
CoRR
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
2019 J jnl
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models.
CoRR
Guangyong Chen, Pengfei Chen, Chang-Yu Hsieh, Chee-Kong Lee, Benben Liao, Renjie Liao, Weiwen Liu, Jiezhong Qiu, Qiming Sun, Jie Tang, Richard S. Zemel, Shengyu Zhang
2019 J jnl
Blind quality index for tone-mapped images based on luminance partition.
Pattern Recognit.
Pengfei Chen, Leida Li, Xinfeng Zhang, Shanshe Wang, Allen Tan
2019 J jnl
Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction.
CoRR
Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Zhaopeng Meng, Yaodong Yang, Li Wang
2019 B conf
QoE Evaluation for Live Broadcasting Video.
ICIP
Pengfei Chen, Leida Li, Yipo Huang, Fengfeng Tan, Wenjun Chen
2019 J jnl
Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks.
CoRR
Guangyong Chen, Pengfei Chen, Yujun Shi, Chang-Yu Hsieh, Benben Liao, Shengyu Zhang
2019 A* conf
Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels.
ICML
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
2019 J jnl
Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels.
CoRR
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
2019 J jnl
Utilizing Edge Features in Graph Neural Networks via Variational Information Maximization.
CoRR
Pengfei Chen, Weiwen Liu, Chang-Yu Hsieh, Guangyong Chen, Shengyu Zhang
2017 — conf
On the study of predictors in Single Shot Multibox Detector.
ICVIP
Xuemei Xie, Xun Xu, Lihua Ma, Guangming Shi, Pengfei Chen