Yushun Dong

1. Fairness in Graph Mining: A Survey
   2022/04/21 by Yushun Dong, Jing Ma, Dong, Yushun +6 · 12 citations
   Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. On Structural Explanation of Bias in Graph Neural Networks
   2022/06/24 by Yushun Dong, Dong, Yushun, Song Wang +7 · 4 citations
   Computer Science · Environmental Science · #Advanced Graph Neural Networks #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG)
3. Political-LLM: Large Language Models in Political Science
   2024/12/09 by Lincan Li, Jiaqi Li, Li, Lincan +89 · 10 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
4. Towards Certified Unlearning for Deep Neural Networks
   2024/08/01 by Binchi Zhang, Zhang, Binchi, Yushun Dong +5 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Interpreting Unfairness in Graph Neural Networks via Training Node Attribution
   2022/11/25 by Yushun Dong, Song Wang, Dong, Yushun +7 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Knowledge Graph-Enhanced Large Language Models via Path Selection
   2024/06/19 by Haochen Liu, Song Wang, Liu, Haochen +7 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
7. GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction
   2023/08/18 by Yucheng Shi, Yushun Dong, Shi, Yucheng +7 · 2 citations
   Computer Science · Medicine · #Advanced Graph Neural Networks #Radiomics and Machine Learning in Medical Imaging #Domain Adaptation and Few-Shot Learning
8. Rethinking Fair Graph Neural Networks from Re-balancing
   2024/07/16 by Zhixun Li, Li, Zhixun, Yushun Dong +5 · 3 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. A Survey on Model Extraction Attacks and Defenses for Large Language Models
   2025/06/26 by Kaixiang Zhao, Zhao, Kaixiang, Lincan Li +9 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Web Application Security Vulnerabilities
10. GLIP-OOD: Zero-Shot Graph OOD Detection with Graph Foundation Model
    2025/04/29 by Haoyan Xu, Xu, Haoyan, Yao, Zhengtao +14 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
11. When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback?
    2023/05/02 by Yushun Dong, Dong, Yushun, Jundong Li +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
12. Few-Shot Graph Out-of-Distribution Detection with LLMs
    2025/03/28 by Haoyan Xu, Xu, Haoyan, Yao, Zhengtao +10 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Multimodal Machine Learning Applications #Graph Theory and Algorithms
13. A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments
    2025/02/22 by Kaixiang Zhao, Zhao, Kaixiang, Lincan Li +9 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Security and Verification in Computing
14. PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection
    2024/12/11 by Sihan Chen, Chen, Sihan, Zhuangzhuang Qian +22 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications
15. NeuroGRIP: Retrieval-Augmented Graph Refinement for Knowledge-Grounded EEG Seizure Diagnosis
    2026/07/15 by Lincan Li, Zheng Chen, Yushun Dong
    #cs.LG