Zhou, Chuan
- Task-adaptive Neural Process for User Cold-Start Recommendation
2021/02/26 by Xixun Lin, Jia Wu, Lin, Xixun +9 · 7 citations
Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques
- Pseudo-Riemannian Graph Convolutional Networks
2021/06/06 by Bo Xiong, Shichao Zhu, Xiong, Bo +9 · 6 citations
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Morphological variations and asymmetry
- Graph Geometry Interaction Learning
2020/10/23 by Shichao Zhu, Shirui Pan, Zhu, Shichao +9 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning
2021/05/12 by Jin, Ming, Zheng, Yizhen, Li, Yuan-Fang +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs
2023/02/23 by Xin Zheng, Miao Zhang, Zheng, Xin +9 · 4 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI) #Topic Modeling
- GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels
2023/10/23 by Xin Zheng, Zheng, Xin, Miao Zhang +9 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GraphNAS: Graph Neural Architecture Search with Reinforcement Learning
2019/04/22 by Yang Gao, Gao, Yang, Hong Yang +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) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- State of the Art and Potentialities of Graph-level Learning
2023/01/14 by Zhenyu Yang, Ge Zhang, Yang, Zhenyu +20 · 2 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Computational Drug Discovery Methods
- Combinatorial Optimization with Automated Graph Neural Networks
2024/06/05 by Yang Liu, Liu, Yang, Peng Zhang +9 · 2 citations
Computer Science · #Semantic Web and Ontologies #Cognitive Computing and Networks #Graph Theory and Algorithms
- LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
2025/09/23 by Lin, Xixun, Jingwen Zhang, Ning, Yucheng +39 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Beyond Pairwise Interactions: Equivariant Hypergraph Diffusion for Crystal Structure Prediction
2025/01/31 by Yan Liu, Liu, Yang, Chuan Zhou +10 · 3 citations
Materials Science · #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning in Materials Science #X-ray Diffraction in Crystallography #and Science (cs.CE)