Qingyun Sun
- Neural Proximal Gradient Descent for Compressive Imaging
2018/06/01 by Morteza Mardani, Qingyun Sun, Mardani, Morteza +10 · 11 citations
Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques
- SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism
2021/01/20 by Qingyun Sun, Jianxin Li, Sun, Qingyun +11 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Topic Modeling
- Does Graph Distillation See Like Vision Dataset Counterpart?
2023/10/13 by Beining Yang, Kai Wang, Yang, Beining +13 · 6 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Graph Neural Networks #Data Quality and Management #Complex Network Analysis Techniques
- Graph Structure Learning with Variational Information Bottleneck
2021/12/16 by Qingyun Sun, Jianxin Li, Sun, Qingyun +11 · 4 citations
Computer Science · #Advanced Graph Neural Networks
- GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts
2024/12/15 by Zihao Guo, Qingyun Sun, Guo, Zihao +10 · 8 citations
Biochemistry, Genetics and Molecular Biology · 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) #Single-cell and spatial transcriptomics
- Degrees of Freedom Analysis of Unrolled Neural Networks
2019/06/10 by Morteza Mardani, Qingyun Sun, Mardani, Morteza +9 · 3 citations
Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Numerical methods in inverse problems #Image and Signal Denoising Methods
- Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding
2023/12/19 by Yuecen Wei, Wei, Yuecen, Haonan Yuan +11 · 2 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization
2023/11/18 by Haonan Yuan, Yuan, Haonan, Qingyun Sun +11 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models
2024/12/11 by Haonan Yuan, Yuan, Haonan, Qingyun Sun +13 · 3 citations
Computer Science · #Advanced Graph Neural Networks
- Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation
2022/10/02 by Yuecen Wei, Xingcheng Fu, Wei, Yuecen +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- BotUmc: An Uncertainty-Aware Twitter Bot Detection with Multi-view Causal Inference
2025/03/04 by Tao Yang, Yang, Tao, Yang Hu +9 · 1 citation
Computer Science · Social Sciences · #Spam and Phishing Detection #Misinformation and Its Impacts #Topic Modeling
- IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
2024/06/14 by Jiawen Qin, Qin, Jiawen, Haonan Yuan +19 · 1 citation
Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
- Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration?
2025/05/27 by Z.H. Shi, Wang, Ziming, Shi, Zeyu +7 · 2 citations
Business, Management and Accounting · Economics, Econometrics and Finance · Engineering · #Computation and Language (cs.CL) #Economic, financial, and policy analysis #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #Reservoir Engineering and Simulation Methods
- Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck
2024/12/23 by Xingcheng Fu, Fu, Xingcheng, Gao, Yisen +10 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Text and Document Classification Technologies
- An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks
2025/05/26 by Jinyan Wang, Wang, Jinyan, Yang Liu +13 · 2 citations
Computer Science · Social Sciences · #Access Control and Trust #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software-Defined Networks and 5G
- Discrete Curvature Graph Information Bottleneck
2024/12/28 by Xingcheng Fu, Jian Wang, Fu, Xingcheng +11 · 1 citation
Computer Science · #Graph Theory and Algorithms
- Prompt-based Unifying Inference Attack on Graph Neural Networks
2024/12/20 by Yuecen Wei, Xingcheng Fu, Wei, Yuecen +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation
2026/07/30 by Jiacheng Tao, Qingyun Sun, Haonan Yuan +2
Computer Science · #cs.AI