Chuan Shi
- Beyond Low-frequency Information in Graph Convolutional Networks
2021/01/04 by Deyu Bo, Bo, Deyu, Xiao Wang +5 · 34 citations
Computer Science · Neuroscience · Engineering · #Advanced Graph Neural Networks #EEG and Brain-Computer Interfaces #Advanced Memory and Neural Computing
- Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure
2022/09/28 by Shaohua Fan, Xiao Wang, Fan, Shaohua +7 · 11 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Specformer: Spectral Graph Neural Networks Meet Transformers
2023/03/02 by Deyu Bo, Chuan Shi, Bo, Deyu +5 · 11 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) #Topic Modeling
- A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources
2020/11/30 by Xiao Wang, Deyu Bo, Wang, Xiao +9 · 7 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management
- Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning
2021/05/19 by Xiao Wang, Wang, Xiao, Nian Liu +5 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
- Lorentzian Graph Convolutional Networks
2021/04/15 by Yiding Zhang, Zhang, Yiding, Xiao Wang +7 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Complex Network Analysis Techniques
- Hyperbolic Graph Attention Network
2019/12/06 by Yiding Zhang, Xiao Wang, Zhang, Yiding +7 · 4 citations
Computer Science · Mathematics · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications
- FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization
2024/03/19 by Cheng Yang, Jixi Liu, Yang, Cheng +5 · 6 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI
- Uncovering the Structural Fairness in Graph Contrastive Learning
2022/10/06 by Ruijia Wang, Xiao Wang, Wang, Ruijia +5 · 4 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Health disparities and outcomes
- Generalizing Graph Neural Networks on Out-Of-Distribution Graphs
2021/11/20 by Shaohua Fan, Xiao Wang, Fan, Shaohua +7 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Generalized Neural Diffusion Framework on Graphs
2023/12/14 by Yibo Li, Li, Yibo, Xiao Wang +5 · 4 citations
Computer Science · #Machine Learning and ELM #Advanced Graph Neural Networks #Neural Networks and Applications
- Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
2024/09/29 by Xin Li, Weize Chen, Li, Xin +21 · 6 citations
Computer Science · #Topic Modeling
- A Survey on Spectral Graph Neural Networks
2023/02/11 by Deyu Bo, Xiao Wang, Bo, Deyu +9 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Cognitive Science and Mapping #Complex Network Analysis Techniques
- Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework
2021/03/04 by Cheng Yang, Yang, Cheng, Jiawei Liu +3 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Graph Theory and Algorithms
- Data-centric Graph Learning: A Survey
2023/10/08 by Yuxin Guo, Deyu Bo, Guo, Yuxin +11 · 3 citations
Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Compact Graph Structure Learning via Mutual Information Compression
2022/01/14 by Nian Liu, Xiao Wang, Liu, Nian +9 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Text and Document Classification Technologies
- Exploring the Potential of Large Language Models for Heterophilic Graphs
2024/08/26 by Yuxia Wu, Li Shujie, Wu, Yuxia +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
- Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum
2022/10/05 by Nian Liu, Liu, Nian, Xiao Wang +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning
- MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning
2022/12/14 by Xumeng Gong, Cheng Yang, Gong, Xumeng +3 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Advanced Technologies in Various Fields
- Graph Fairness Learning under Distribution Shifts
2024/01/30 by Yibo Li, Xiao Wang, Li, Yibo +11 · 2 citations
Computer Science · #Advanced Graph Neural Networks
- Efficient Multi-task Prompt Tuning for Recommendation
2024/08/30 by Ting Bai, Bai, Ting, Huang Le +11 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- Debiased Graph Neural Networks with Agnostic Label Selection Bias
2022/01/19 by Shaohua Fan, Fan, Shaohua, Xiao Wang +9 · 1 citation
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) #Machine Learning and Data Classification
- Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift
2022/01/27 by Hongrui Liu, Binbin Hu, Liu, Hongrui +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences
2024/03/14 by Sun Ao, Sun, Ao, Weilin Zhao +11 · 1 citation
Computer Science · Mathematics · #Advanced Data Compression Techniques #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Tensor decomposition and applications #and Cluster Computing (cs.DC)
- Transferable Parasitic Estimation via Graph Contrastive Learning and Label Rebalancing in AMS Circuits
2025/07/09 by Shan Shen, Shen, Shan, Hua, Shenglu +10 · 1 citation
Computer Science · Engineering · #Advanced Graph Neural Networks #VLSI and FPGA Design Techniques #Low-power high-performance VLSI design
- GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration
2024/10/23 by Xin Li, Qi Chu, Li, Xin +17 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Semantic Web and Ontologies #Topic Modeling
- HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs
2026/07/28 by Yu Hao, Jinxuan Cai, Qi Zhang +4
#cs.AI