Dr. Yunfei Chen, Central south university, China
Yunfei Chen is a passionate research scholar specializing in multimedia hashing retrieval. He received his B.S. degree in Software Engineering from Henan University and his M.S. degree in Software Engineering from Harbin Engineering University. Currently, he is pursuing a Ph.D. at the Big Data Institute, School of Computer Science and Engineering at Central South University in Changsha, China. His research primarily focuses on Cross-Modal Retrieval, Computer Vision, and Pattern Recognition.Yunfei’s academic journey is marked by notable achievements. He has published significant papers in prestigious journals and conferences, including “Supervised Semantic-Embedded Hashing for Multimedia Retrieval” in Knowledge-Based Systems, and “Unsupervised Joint-Semantics Autoencoder Hashing for Multimedia Retrieval” presented at the International Conference on Neural Information Processing.
🌐 Professional Profile:
SCOPUS
Education and Experience
🎓 Yunfei Chen holds a B.S. degree in Software Engineering from Henan University and an M.S. degree in Software Engineering from Harbin Engineering University. He is currently pursuing a Ph.D. at the Big Data Institute, School of Computer Science and Engineering, Central South University in Changsha, China. His research interests are Cross-Modal Retrieval, Computer Vision, and Pattern Recognition.
Academic Achievements
📚 Yunfei has made significant contributions to the fields of multimedia retrieval and semantic hashing. His noteworthy publications include:
- 📄 “Supervised Semantic-Embedded Hashing for Multimedia Retrieval.” Knowledge-Based Systems.
- 📄 “Unsupervised Joint-Semantics Autoencoder Hashing for Multimedia Retrieval.” International Conference on Neural Information Processing. Singapore: Springer Nature Singapore, 2023: 318-330.
- 📄 “S3ACH: Semi-Supervised Semantic Adaptive Cross-Modal Hashing.” International Conference on Neural Information Processing. Singapore: Springer Nature Singapore, 2023: 252-269.
Research, Innovations, and Extension
🔍 Research Projects: 1
📈 Journals Published in SCI/SCIE Index: 1
📖 Journals Published in Scopus/Web of Science/PubMed: 1
🔬 Areas of Research: Multimedia Hashing Retrieval
🔧 Patents Published and Under Process: 3
📝 Editorial Appointments in Journals/Conferences: 3
Contributions to Research & Development
🔬 Yunfei Chen has made substantial contributions to Research & Development, Innovations, and Extension Activities within his field. His work primarily focuses on Cross-Modal Retrieval, Computer Vision, and Pattern Recognition. Through his research, Yunfei has developed innovative methods and frameworks that enhance the efficiency and effectiveness of multimedia retrieval systems.
🌟 One of his notable contributions is the development of Supervised Semantic-Embedded Hashing for Multimedia Retrieval, which has been recognized in the Knowledge-Based Systems journal. This method integrates semantic information into the hashing process, improving retrieval accuracy and speed.
💡 Additionally, his work on Unsupervised Joint-Semantics Autoencoder Hashing, presented at the International Conference on Neural Information Processing, offers a novel approach to multimedia retrieval that does not require labeled data, making it highly adaptable and scalable.
Publication Top Notes:
Unsupervised Joint-Semantics Autoencoder Hashing for Multimedia Retrieval
S3ACH: Semi-Supervised Semantic Adaptive Cross-Modal Hashing
SPHASE: Multi-Modal and Multi-Branch Surgical Phase Segmentation Framework based on Temporal Convolutional Network