Zhou, Zhixin
- Analysis of spectral clustering algorithms for community detection: the general bipartite setting
2018/03/12 by Zhixin Zhou, Arash Amini, Zhou, Zhixin +1 · 3 citations
Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Random Matrices and Applications #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- Proximity Graph Maintenance for Fast Online Nearest Neighbor Search
2022/06/22 by Zhaozhuo Xu, Xu, Zhaozhuo, Weijie Zhao +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Caching and Content Delivery #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Optimal Bipartite Network Clustering
2018/03/15 by Zhixin Zhou, Zhou, Zhixin, Arash Amini +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Complex Network Analysis Techniques #Diffusion and Search Dynamics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- Conditional Conformal Risk Adaptation
2025/04/10 by Luo, Rui, Zhou, Zhixin · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Trustworthy Classification through Rank-Based Conformal Prediction Sets
2024/07/05 by Luo, Rui, Zhou, Zhixin · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Weighted Aggregation of Conformity Scores for Classification
2024/07/14 by Rui Luo, Zhixin Zhou, Luo, Rui +1 · 1 citation
Mathematics · #Statistical Methods and Inference #Advanced Statistical Methods and Models
- Residual Reweighted Conformal Prediction for Graph Neural Networks
2025/06/09 by Zhang, Zheng, Bao, Jie, Zhou, Zhixin +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
2025/06/09 by Jie Bao, Chuangyin Dang, Bao, Jie +7 · 2 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training
2025/01/06 by Wang, Ting, Zhou, Zhixin, Luo, Rui · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)