Wu, Yuxia

1. A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning
   2024/02/02 by Xingtong Yu, Yu, Xingtong, Yuan Fang +13 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
2. Exploring the Potential of Large Language Models for Heterophilic Graphs
   2024/08/26 by Yuxia Wu, Wu, Yuxia, Li Shujie +5 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
3. Multi-Sample based Contrastive Loss for Top-k Recommendation
   2021/09/01 by Hao Tang, Guoshuai Zhao, Tang, Hao +5 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
4. Retrieval Augmented Generation for Dynamic Graph Modeling
   2024/08/26 by Wu, Yuxia, Liao, Lizi, Fang, Yuan · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. A Survey of Ontology Expansion for Conversational Understanding
   2024/10/19 by Jinggui Liang, Liang, Jinggui, Yuxia Wu +7 · 2 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems
6. HeTGB: A Comprehensive Benchmark for Heterophilic Text-Attributed Graphs
   2025/03/05 by Li, Shujie, Wu, Yuxia, Shi, Chuan +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences