Chunfeng Yuan

Shandong Institute of Automation — China

Computer Science · Physical Sciences

30h-index4.0kcitations105works1.82yr avg
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Research Topics

Human Pose and Action Recognition(63), Multimodal Machine Learning Applications(37), Anomaly Detection Techniques and Applications(26), Video Analysis and Summarization(23), Gait Recognition and Analysis(20)

Publications105 total

MMhops-R1: Multimodal Multi-hop Reasoning
arXiv (Cornell University)·2025Open Access
MSFI: Multi-timescale spatio-temporal features integration in spiking neural networks
Neural Networks·2025· 1 cited
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering
2025Open Access
SA-GNAS: Seed Architecture Expansion for Efficient Large-scale Graph Neural Architecture Search
arXiv (Cornell University)·2024Open Access
EA-VTR: Event-Aware Video-Text Retrieval
Lecture notes in computer science·2024· 5 cited
mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA
arXiv (Cornell University)·2024Open Access
SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning
arXiv (Cornell University)·2024Open Access
PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts
Lecture notes in computer science·2024· 9 cited
EA-VTR: Event-Aware Video-Text Retrieval
arXiv (Cornell University)·2024Open Access
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?
arXiv (Cornell University)·2024Open Access
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?
2024· 4 cited
Set Prediction Guided by Semantic Concepts for Diverse Video Captioning
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 5 citedOpen Access
PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts
arXiv (Cornell University)·2024Open Access
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training
arXiv (Cornell University)·2024Open Access
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
arXiv (Cornell University)·2024Open Access
Chinese Title Generation for Short Videos: Dataset, Metric and Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence·2024· 3 cited
GMC-IQA: Exploiting Global-correlation and Mean-opinion Consistency for No-reference Image Quality Assessment
arXiv (Cornell University)·2024· 3 citedOpen Access
Set Prediction Guided by Semantic Concepts for Diverse Video Captioning
arXiv (Cornell University)·2023Open Access
Learning Semantics-Grounded Vocabulary Representation for Video-Text Retrieval
2023· 3 cited
Order-Prompted Tag Sequence Generation for Video Tagging
2023· 3 cited
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Frequent Co-authors

Weiming Hu(45), Bing Li(20), Stephen J. Maybank(12), Haibin Ling(7), Yangxi Li(6), Yuxin Chen(5), Zheng-Jun Zha(5), Junliang Xing(5), Haoran Wang(5), Xi Li(5), Ziqi Zhang(4), Ying Deng(4), Yaya Shi(4), Bing Li(4), Fangshi Wang(4), Baoxin Wu(4), Shuang Yang(4), Ziqi Zhang(3), Yufan Liu(3), Hao Yang(3)