Yu, Shuo
- How Can Large Language Models Understand Spatial-Temporal Data?
2024/01/25 by Lei Liu, Shuo Yu, Liu, Lei +7 · 8 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Topic Modeling
- Graph Transformers: A Survey
2024/07/13 by Shehzad, Ahsan, Xia, Feng, Abid, Shagufta +4 · 9 citations
#68T05 #68T07 #68U01 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
- Quantum Graph Learning: Frontiers and Outlook
2023/02/02 by Yu, Shuo, Peng, Ciyuan, Wang, Yingbo +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Survey on Knowledge-Oriented Retrieval-Augmented Generation
2025/03/11 by Mingyue Cheng, Yucong Luo, Cheng, Mingyue +21 · 9 citations
#cs.CL #cs.AI
- FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks
2024/05/27 by Renqiang Luo, Huafei Huang, Luo, Renqiang +10 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study
2024/09/03 by Shuo Yu, Mingyue Cheng, Yu, Shuo +8 · 4 citations
Computer Science · #Semantic Web and Ontologies #Information Retrieval and Search Behavior #Recommender Systems and Techniques
- Higher-order Structure Based Anomaly Detection on Attributed Networks
2024/06/07 by Yuan, Xu, Zhou, Na, Yu, Shuo +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Emotion-aware Personalized Music Recommendation with a Heterogeneity-aware Deep Bayesian Network
2024/06/20 by Erkang Jing, Jing, Erkang, Yezheng Liu +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Music and Audio Processing
- Marking the Pace: A Blockchain-Enhanced Privacy-Traceable Strategy for Federated Recommender Systems
2024/06/07 by Cai, Zhen, Tang, Tao, Yu, Shuo +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- CHIEF: Clustering with Higher-order Motifs in Big Networks
2022/04/06 by Shuo Yu, Xia, Feng, Chengfei Liu +4 · 1 citation
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Advanced Clustering Algorithms Research
- Revisiting the Solution of Meta KDD Cup 2024: CRAG
2024/09/09 by Jie Ouyang, Yucong Luo, Ouyang, Jie +11 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mathematics, Computing, and Information Processing
- Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning
2025/01/02 by Yu, Shuo, Wang, Yingbo, Li, Ruolin +7 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Long-range Brain Graph Transformer
2025/01/02 by Shuo Yu, Yu, Shuo, Shan Jin +7 · 3 citations
Neuroscience · #Brain Tumor Detection and Classification #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG)
- Biologically Plausible Brain Graph Transformer
2025/02/13 by Ciyuan Peng, Peng, Ciyuan, Yi Huang +9 · 3 citations
Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Molecular Communication and Nanonetworks #Neuroscience and Neural Engineering #Photoreceptor and optogenetics research
- Coupled Attention Networks for Multivariate Time Series Anomaly Detection
2023/06/12 by Xin Chen, Xia, Feng, Chen, Xin +8 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting