Zehong Wang
- GFT: Graph Foundation Model with Transferable Tree Vocabulary
2024/11/09 by Zehong Wang, Zheyuan Zhang, Wang, Zehong +7 · 17 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Graph Theory and Algorithms
- Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
2024/12/21 by Zehong Wang, Zheyuan Zhang, Wang, Zehong +9 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Social and Information Networks (cs.SI)
- Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset
2024/06/13 by Yiming Li, Zhiheng Li, Li, Yiming +13 · 4 citations
Computer Science · Engineering · #Data Management and Algorithms #Traffic Prediction and Management Techniques
- Graph Foundation Models: A Comprehensive Survey
2025/05/21 by Zehong Wang, Wang, Zehong, Zheyuan Liu +33 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Social and Information Networks (cs.SI)
- Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns
2024/02/21 by Zheyuan Zhang, Zhang, Zheyuan, Zehong Wang +17 · 4 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Medicine · #Advanced Chemical Sensor Technologies #Artificial Intelligence (cs.AI) #Diet and metabolism studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Social and Information Networks (cs.SI)
- Subgraph Pooling: Tackling Negative Transfer on Graphs
2024/02/14 by Zehong Wang, Wang, Zehong, Zheyuan Zhang +5 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- AutoData: A Multi-Agent System for Open Web Data Collection
2025/05/21 by Tianyi Ma, Ma, Tianyi, Zheyuan Zhang +20 · 5 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Web Data Mining and Analysis
- Beyond Message Passing: Neural Graph Pattern Machine
2025/01/30 by Zehong Wang, Zheyuan Zhang, Wang, Zehong +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Social and Information Networks (cs.SI)
- Heterogeneous Graph Contrastive Multi-view Learning
2022/10/01 by Zehong Wang, Wang, Zehong, Qi Li +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Memorize What Matters: Emergent Scene Decomposition from Multitraverse
2024/05/27 by Yiming Li, Zehong Wang, Li, Yiming +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Topic Modeling #Video Analysis and Summarization
- NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
2024/12/20 by Zheyuan Zhang, Yiyang Li, Zhang, Zheyuan +20 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Semantic Web and Ontologies
- Generative Graph Pattern Machine
2025/05/22 by Zehong Wang, Zheyuan Zhang, Wang, Zehong +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling