Qin, Yifang

1. A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
   2024/03/07 by Wei Ju, Ju, Wei, Siyu Yi +23 · 15 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
2. Towards Graph Contrastive Learning: A Survey and Beyond
   2024/05/20 by Wei Ju, Ju, Wei, Yifan Wang +23 · 11 citations
   Computer Science · #Advanced Graph Neural Networks
3. Learning on Graphs under Label Noise
   2023/06/14 by Jingyang Yuan, Yuan, Jingyang, Xiao Luo +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Machine Learning and Data Classification #Computational Drug Discovery Methods
4. Graph Neural Networks in Intelligent Transportation Systems: Advances, Applications and Trends
   2024/01/01 by Li, Hourun, Zhao, Yusheng, Mao, Zhengyang +7 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. GLCC: A General Framework for Graph-Level Clustering
   2022/10/21 by Lili Ju, Ju, Wei, Yiyang Gu +13 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Gene expression and cancer classification #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
6. Hypergraph-enhanced Dual Semi-supervised Graph Classification
   2024/05/08 by Wei Ju, Zhengyang Mao, Ju, Wei +15 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
7. Cluster-guided Contrastive Class-imbalanced Graph Classification
   2024/12/17 by Wei Ju, Zhengyang Mao, Ju, Wei +15 · 3 citations
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
8. PolyCF: Towards the Optimal Spectral Graph Filters for Collaborative Filtering
   2024/01/23 by Yifang Qin, Qin, Yifang, Wei Ju +7 · 1 citation
   Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Knowledge Management and Sharing #Recommender Systems and Techniques