Siyu Yi

1. A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
   2024/03/07 by Wei Ju, Siyu Yi, Ju, Wei +23 · 14 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 · 10 citations
   Computer Science · #Advanced Graph Neural Networks
3. A Survey of Data-Efficient Graph Learning
   2024/02/01 by Wei Ju, Ju, Wei, Siyu Yi +11 · 3 citations
   Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
4. 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)
5. Cluster-guided Contrastive Class-imbalanced Graph Classification
   2024/12/17 by Wei Ju, Zhengyang Mao, Ju, Wei +15 · 2 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