宋友｜北京航空航天大学｜学者主页

2026

GuidDiff: Map-Adaptive Human Trajectory Forecasting With Heatmap-Guided Diffusion

ZG Liu, Donghe Zhang, Xiang Zhao, Wenshuai Xu, Zhiyong Cui, You Song

IEEE Internet of Things Journal

DOI

2026

FACT: A Simple and Efficient Framework for Active Finetuning

Wenshuai Xu, You Song, Yuzhuo Cui, Minjie Ren, Qingjie Liu, Zhenghui Hu

IEEE Transactions on Image Processing

DOI

2025

基于AST的MATLAB到Python转换器

郭瑞，徐文浩，谢鹏志，杨威，宋友

《计算机工程与科学》

2025

GMFR-Coder: An LLM-Driven Approach to Code Generation for GNN-Based Machining Feature Recognition of Aircraft Structural Parts

Wu Xu, Mingyu Zhang, Yafei Jia, Ruiqiang Lyu, You Song

International Conference on Electrical, Mechanical and Computer Engineering (ICEMCE)

DOI

2025

A dataset for surface defect detection on complex structured parts based on photometric stereo

Lin Wu, Ran Yu, Yan Li, Yixing Liu, You Song, Dongran Han

Scientific Data

DOI

2024

RWK-GNN：基于特征增强与子核分解的非平衡图欺诈检测算法

于浩淼，刘炜，孟流畅，陈开睿，宋友

《电子学报》

2024

融合多源图特征的Kcore-GCN反欺诈算法研究

刘炜，宋友，卓佩妍，仵伟强，廉鑫

《计算机科学》

2024

CTGANBoost:基于CTGAN与Boosting的信贷欺诈检测研究

卓佩妍，张瑶娜，刘炜，刘自金，宋友

《计算机科学》

2024

生成式AI为C语言编程教学带来的挑战和机遇

王宇轩，徐文浩，于浩淼，吕双羽，宋友

《计算机教育》

2024

LasQ: Largest Singular Components Fine-Tuning for LLMs with Quantization

Xiang Zhao, Beining Lin, You Song

Lecture notes in computer science

DOI

2024

Author Correction: ACcoding: A graph-based dataset for online judge programming

Kairui Chen, Fu-Qun Huang, Zejing Liu, Haomiao Yu, Liuchang Meng, Shasha Mo, Li Zhang, You Song

Scientific Data

DOI

2024

ACcoding: A graph-based dataset for online judge programming

Kairui Chen, Fu-Qun Huang, Zejing Liu, Haomiao Yu, Liuchang Meng, Shasha Mo, Li Zhang, You Song

Scientific Data

DOI

2023

改进的森林优化特征选择算法在信用评估中的应用

黄宇航，宋友，王宝会

《计算机科学》

2023

基于社交网络图节点度的神经网络个性化传播算法研究

邵云飞，宋友，王宝会

《计算机科学》

2023

基于知识图谱与协同过滤混合策略的在线编程评测系统题目推荐模型

刘泽京，邬楠，黄抚群，宋友

《计算机科学》

2023

One-Shot Neural Band Selection for Spectral Recovery

Hai‐Miao Hu, Zhenbo Xu, Wenshuai Xu, You Song, YiTao Zhang, Liu Liu, Zhilin Han, Ajin Meng

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2023

Soft reordering one-dimensional convolutional neural network for credit scoring

Hongyi Qian, Ping Ma, Songfeng Gao, You Song

Knowledge-Based Systems

DOI

2023

A Cognitive Framework for Modeling Coincident Software Faults: An Experimental Study

Bo Zhao, You Song, Wenhao Xu, Fuqun Huang

Lecture notes in computer science

DOI

2022

面向工程思维与创新能力培养的“程序设计实践”课程实践

黄坚，宋友，杨晴虹，路新喜

《科教导刊》

2022

Analytics 2.0 for Precision Education Driven by Knowledge Map

Ying Li, Jincheng Qiu, ShiJie Gui, You Song, Tianqi Liu

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2022

Managing Dataset Shift by Adversarial Validation for Credit Scoring

Hongyi Qian, Baohui Wang, Ping Ma, Lei Peng, Songfeng Gao, You Song

Lecture notes in computer science

DOI

2021

Research of an online-offline blending teaching model for the post COVID-19 era—Using a C programming language course as an example

Ying Li, You Song, Simbarashe Matutu, Duan Li

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2021

A Survey on Autonomous Driving Datasets

Weiyu Liu, Qian Dong, Pengqi Wang, Guang Yang, Lingzhong Meng, You Song, Yuan Shi, Yunzhi Xue

International Conference on Dependable Systems and Their Applications (DSA)

DOI

2021

A comparative study on machine learning models combining with outlier detection and balanced sampling methods for credit scoring

Hongyi Qian, Shen Zhang, Baohui Wang, Lei Peng, Songfeng Gao, You Song

arXiv.org

2020

K-Core Based Temporal Graph Convolutional Network for Dynamic Graphs

Jingxin Liu, Chang Xu, Chang Yin, Weiqiang Wu, You Song

IEEE Transactions on Knowledge and Data Engineering

DOI

2020

An Ability-oriented Approach for Teaching Programming Courses

Ying Li, You Song, Anas Moukrim, Shicheng Yu

2022 IEEE Frontiers in Education Conference (FIE)

DOI

2020

How do early programmers benefit from SPOC blended teaching

Qing Sun, You Song, Huobin Tan

ACM Turing Celebration Conference - China (ACM TURC)

DOI

2019

新工科建设中基于问题导向的软件工程人才培养探索

宋友，张莉

《计算机教育》

DOI

2019

面向大类培养的程序设计“金课”建设思考

宋友，李莹，肖文磊

《中国大学教学》，No. 11

下载原文

2019

Guided Refine-Head for Object Detection

Lingyun Zeng, You Song, Wenhai Wang

Lecture notes in computer science

DOI

2019

An anomaly prediction framework for financial IT systems using hybrid machine learning methods

Jingwen Wang, Jingxin Liu, Juntao Pu, Qinghong Yang, Zhongchen Miao, Jian Gao, You Song

Journal of Ambient Intelligence and Humanized Computing

DOI

2019

Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize

Mingyang Liang, Xiaoyang Guo, Hongsheng Li, Xiaogang Wang, You Song

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2018

面向大类工科专业的程序设计课程教学改革

宋友

《中国大学教学》，No. 11

下载原文

2018

A Deep Learning Approach to the Citywide Traffic Accident Risk Prediction

Honglei Ren, You Song, Jingwen Wang, Yucheng Hu, Jinzhi Lei

International Conference on Intelligent Transportation Systems

DOI

2018

Online Programming Platform Based on Crowdsourcing

Pei Zhang, You Song, Biaobiao Kang, Wei Chen

International Conference on Computer Science & Education (ICCSE)

DOI

2018

How does College Students' Online Learning Behavior Impact Their Academic Performance

You Song, Jingwei Yang, Xinyi Fei, Xinxin Ma, Dongyuan Ma

International Conference on Computer Science & Education (ICCSE)

DOI

2018

Disciplinary Variations in Computer Programming

Fangling Situ, You Song, Xinxin Ma, Dongyuan Ma

International Conference on Computer Science & Education (ICCSE)

DOI

2018

A Hardware-Accelerated System for High Resolution Real-Time Screen Sharing

Siyu Yang, Bin Li, You Song, Jizheng Xu, Yan Lu

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2017

A cloud platform for space science mission concurrent design

Li Fei Deng, Zhen Chao Yang, Pengyu Du, You Song

Concurrent Engineering

DOI

2017

Assembly modeling technology for satellite virtual assembly

Mingyang Liang, You Song, Yue Wang, Xiaodong Peng, Dianhui Nie

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2017

Real-time 3D collaborative satellite orbit design system based on message queue and P2P structure

Hongjun Zhu, You Song, Dianhui Nie, Xiaodong Peng

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2016

An automated student attendance tracking system based on voiceprint and location

Siyu Yang, You Song, Honglei Ren, Xinxing Huang

International Conference on Computer Science & Education (ICCSE)

DOI

2016

Secure smart home: A voiceprint and internet based authentication system for remote accessing

Honglei Ren, You Song, Siyu Yang, Fangling Situ

International Conference on Computer Science & Education (ICCSE)

DOI

2016

A skyline-based efficient web service selection method supporting frequent requests

Yue Wang, You Song, Mingyang Liang

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2016

A real-time collaborative framework for 3D design based on HTML5

Pengyu Du, You Song, Li Fei Deng

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2016

A solution for real-time web collaborative visualization of trend data

Pei Xu, You Song, Li Hu

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2015

3D-colladesign: A real-time collaborative system for web 3D design

You Song, Wentao Wei, Li Deng, Pengyu Du, Zhang Ye, Dianhui Nie

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2015

A solution for web service composition based on logic-interface orchestration

Pengzhi Xie, You Song, Yue Wang, Yunfeng Luo, Ye Zhang

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2015

A cooperative design model based on vertex-colored graph

You Song, Ye Zhang, Li Deng, Pengyu Du, Yunfeng Luo, Shuyuan Zhang

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2014

Version storage in collaborative design system based on circular linked list

You Song, Yunfeng Luo, Ye Zhang, Li Deng

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2014

The links between human error diversity and software diversity: Implications for fault diversity seeking

Fuqun Huang, Bin Liu, You Song, Shreya Keyal

Science of Computer Programming

DOI

2013

西方经济学界可持续消费研究综述

宋友，贺爱忠宋友

《经济问题探索》，No. 5

下载原文

2013

Information management system for space science mission concurrent design

Li Fei Deng, Chao Han, Jinbin Cao, You Song

International Conference on Information Management, Innovation Management and Industrial Engineering (ICIII)

DOI

2011

Detection of Movements of Head and Mouth to Provide Computer Access for Disabled

You Song, Yunfeng Luo, Jun Lin

International Conference on Technologies and Applications of Artificial Intelligence

DOI

2009

Research on rule definition and engine for general text processing

Song You, Lu Huang, Liang Shixing

International Conference on Computer Science & Education (ICCSE)

DOI

2003

Criterion for Blind Signals Separation Based on Correlation Function

You Song, Zhong-kan LIU, Qihan Li

Chinese Journal of Aeronautics

DOI

精选作品

期刊论文

GuidDiff: Map-Adaptive Human Trajectory Forecasting With Heatmap-Guided Diffusion

FACT: A Simple and Efficient Framework for Active Finetuning

基于AST的MATLAB到Python转换器

GMFR-Coder: An LLM-Driven Approach to Code Generation for GNN-Based Machining Feature Recognition of Aircraft Structural Parts

A dataset for surface defect detection on complex structured parts based on photometric stereo

RWK-GNN：基于特征增强与子核分解的非平衡图欺诈检测算法

融合多源图特征的Kcore-GCN反欺诈算法研究

CTGANBoost:基于CTGAN与Boosting的信贷欺诈检测研究

生成式AI为C语言编程教学带来的挑战和机遇

LasQ: Largest Singular Components Fine-Tuning for LLMs with Quantization

Author Correction: ACcoding: A graph-based dataset for online judge programming

ACcoding: A graph-based dataset for online judge programming

改进的森林优化特征选择算法在信用评估中的应用

基于社交网络图节点度的神经网络个性化传播算法研究

基于知识图谱与协同过滤混合策略的在线编程评测系统题目推荐模型

One-Shot Neural Band Selection for Spectral Recovery

Soft reordering one-dimensional convolutional neural network for credit scoring

A Cognitive Framework for Modeling Coincident Software Faults: An Experimental Study

面向工程思维与创新能力培养的“程序设计实践”课程实践

Analytics 2.0 for Precision Education Driven by Knowledge Map

Managing Dataset Shift by Adversarial Validation for Credit Scoring

Research of an online-offline blending teaching model for the post COVID-19 era—Using a C programming language course as an example

A Survey on Autonomous Driving Datasets

A comparative study on machine learning models combining with outlier detection and balanced sampling methods for credit scoring

K-Core Based Temporal Graph Convolutional Network for Dynamic Graphs

An Ability-oriented Approach for Teaching Programming Courses

How do early programmers benefit from SPOC blended teaching

新工科建设中基于问题导向的软件工程人才培养探索

面向大类培养的程序设计“金课”建设思考

Guided Refine-Head for Object Detection

An anomaly prediction framework for financial IT systems using hybrid machine learning methods

Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize

面向大类工科专业的程序设计课程教学改革

A Deep Learning Approach to the Citywide Traffic Accident Risk Prediction

Online Programming Platform Based on Crowdsourcing

How does College Students' Online Learning Behavior Impact Their Academic Performance

Disciplinary Variations in Computer Programming

A Hardware-Accelerated System for High Resolution Real-Time Screen Sharing

A cloud platform for space science mission concurrent design

Assembly modeling technology for satellite virtual assembly

Real-time 3D collaborative satellite orbit design system based on message queue and P2P structure

An automated student attendance tracking system based on voiceprint and location

Secure smart home: A voiceprint and internet based authentication system for remote accessing

A skyline-based efficient web service selection method supporting frequent requests

A real-time collaborative framework for 3D design based on HTML5

A solution for real-time web collaborative visualization of trend data

3D-colladesign: A real-time collaborative system for web 3D design

A solution for web service composition based on logic-interface orchestration

A cooperative design model based on vertex-colored graph

Version storage in collaborative design system based on circular linked list

The links between human error diversity and software diversity: Implications for fault diversity seeking

西方经济学界可持续消费研究综述

Information management system for space science mission concurrent design

Detection of Movements of Head and Mouth to Provide Computer Access for Disabled

Research on rule definition and engine for general text processing

Criterion for Blind Signals Separation Based on Correlation Function

预印本

FedSDR: Federated Self-Distillation with Rectification

STDDN: A Physics-Guided Deep Learning Framework for Crowd Simulation

RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation

研究方向