吴鑫然｜云南大学｜学者主页

2026

ClassiCard: A Classifier Based Approach for Cardinality Estimation in Normalized Tables

Beiyi Xiang, Huashuai Liu, Xinran Wu, Kun Yue

Lecture notes in computer science

DOI

2026

Small Target Detection for Floating Objects on Water Surface Based on Enhanced RT-DETR

Xinran Wu, Fuwen Su, Jiefeng Shi

Proceedings of the 2026 International Conference on Artificial Intelligence and Control

DOI

2025

Deep Variational Autoencoder-Based Parameter Learning of Bayesian Network With Multiple Latent Variables

Xinran Wu, Kun Yue, Liang Duan, Hongbo Xie, Huashuai Liu

IEEE Transactions on Artificial Intelligence

DOI

2025

Efficient Cardinality Estimation with Query-induced Probability Inference

Huashuai Liu, Xinran Wu, Kun Yue, Beiyi Xiang, Liang Duan

Proceedings

DOI

2025

Learning Conditional Probability Distributions for Robust Probabilistic Inference in Bayesian Network

Xinran Wu, Kun Yue, Huashuai Liu, Liang Duan

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2025

When Variety Seeking Meets Multi-Sided Recommendation Fairness: A Consistent and Personalized Multi-Objective Optimization Framework

Jia-Yi Guo, Jiang-Ning He, Chenyang Wang, Xinran Wu

International Conference on Information and Knowledge Management

DOI

2024

Learning a Bayesian network with multiple latent variables for implicit relation representation

Xinran Wu, Kun Yue, Liang Duan, Xiaodong Fu

Data Mining and Knowledge Discovery

DOI

2023

带隐变量贝叶斯网学习方法：研究综述

吴鑫然，岳昆

《云南大学学报(自然科学版)》

2023

Efficient Parameter Learning of Bayesian Network with Latent Variables from High-Dimensional Data

Xinran Wu, Xiang Chen, Kun Yue

IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)

DOI

2022

一种带隐变量贝叶斯网的事件诱因估计方法

何勇，吴鑫然，岳昆

《小型微型计算机系统》

2021

基于贝叶斯网的开放世界知识图谱补全

李鑫柏，吴鑫然，岳昆

《计算机工程》

DOI

2021

An Efficient Approach for Parameters Learning of Bayesian Network with Multiple Latent Variables Using Neural Networks and P-EM

Kaiyu Song, Kun Yue, Xinran Wu, Jia Hao

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2020

A parallel and constraint induced approach to modeling user preference from rating data

Kun Yue, Xinran Wu, Liang Duan, Shaojie Qiao, Hao Wu

Knowledge-Based Systems

DOI

2019

基于含隐变量贝叶斯网的增量式多维偏好建模

吴鑫然

《云南大学》

吴鑫然

精选作品

期刊论文

ClassiCard: A Classifier Based Approach for Cardinality Estimation in Normalized Tables

Small Target Detection for Floating Objects on Water Surface Based on Enhanced RT-DETR

Deep Variational Autoencoder-Based Parameter Learning of Bayesian Network With Multiple Latent Variables

Efficient Cardinality Estimation with Query-induced Probability Inference

Learning Conditional Probability Distributions for Robust Probabilistic Inference in Bayesian Network

When Variety Seeking Meets Multi-Sided Recommendation Fairness: A Consistent and Personalized Multi-Objective Optimization Framework

Learning a Bayesian network with multiple latent variables for implicit relation representation

带隐变量贝叶斯网学习方法：研究综述

Efficient Parameter Learning of Bayesian Network with Latent Variables from High-Dimensional Data

一种带隐变量贝叶斯网的事件诱因估计方法

基于贝叶斯网的开放世界知识图谱补全

An Efficient Approach for Parameters Learning of Bayesian Network with Multiple Latent Variables Using Neural Networks and P-EM

A parallel and constraint induced approach to modeling user preference from rating data

基于含隐变量贝叶斯网的增量式多维偏好建模

研究方向