刘美玲｜东北林业大学｜学者主页

2026

PEGN-PSP: Prediction of General Protein Phosphorylation Sites Using Protein Embeddings and Graph Neural Network

Shuangshuang Wang, Meiling Liu, Jiyun Zhou

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2026

Text Generation Image Model Based on Large Language Model and Masked Diffusion Transformer

Meiling Liu, Yunmeng Zhang, Jiyun Zhou, Jingfeng Zhang

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

DOI

2026

A Multi-Stage System for Ancient Chinese OCR and Layout Understanding in the EvaHan2026 Shared Task

KeYan Liang, Meiling Liu

Language Resources and Evaluation Conference (LREC)

DOI

2026

A zero-shot anomaly detection network with patch-augmented prompts and test-time adaptation

Hegui Zhu, Chunmeng Zhao, Yuan Yuan, Meiling Liu

Engineering applications of artificial intelligence

DOI

2025

IMAGO: An Improved Model Based on Attention Mechanism for Enhanced Protein Function Prediction

Meiling Liu, Longchang Liang, Qiutong Wang, Yunmeng Zhang, Lin Shi, Tianjiao Zhang, Zhenxing Wang

Biomolecules

DOI

2025

Enhancing Hateful Meme Detection via Modality Enhancement and Multi-View Fusion

Ying Zeng, Meiling Liu, Jiyun Zhou, Jingfeng Zhang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2025

Multistage attention-based extraction and fusion of protein sequence and structural features for protein function prediction

Meiling Liu, Shuangshuang Wang, Zeyu Luo, Guohua Wang, Yuming Zhao

Bioinformatics

DOI

2025

MaskEdit: High Fidelity Semantic Image Editing Based on Mask Guidance

Songlin Tong, Meiling Liu, Ying Zeng, Jiyun Zhou

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

DOI

2025

Improving Story Visualization via Attribute Encoding and Adaptive Attention

Meiling Liu, Yameng Zhen, Jiyun Zhou, Jingfeng Zhang

Lecture notes in computer science

DOI

2025

A Discourse-Aware of Entailment Reasoning for Spoken Language Understanding Model

Li Zhang, Meiling Liu, Lin Shi, Fanfan Du, Qingwan Zeng

BigData Congress [Services Society]

DOI

2024

基于增量学习的不平衡虚假评论处理研究

刘美玲，甘娇娇，曾莹，王双双，周继云

《数据分析与知识发现》，Vol. 8

下载原文

2024

DialogNTM: Context Reconstruction in Multi-Turn Dialogue Generation using Neural Turing Machines

Haohao Zhao, Meiling Liu, Jiyun Zhou, Kaiquan Fu

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2024

GCGACNN: A Graph Neural Network and Random Forest for Predicting Microbe–Drug Associations

Shujuan Su, Meiling Liu, Jiyun Zhou, Jingfeng Zhang

Biomolecules

DOI

2024

SSIE-Diffusion: Personalized Generative Model for Subject-Specific Image Editing

Lin Guo, Meiling Liu, Kaiqun Fu, Jiyun Zhou

DOI

2024

Sentiment Summarization Generation Based on Multi Instance Learning and Graph Convolution on Social Media

Bingshu Shi, Meiling Liu, Jiyun Zhou, Kaiqun Fu

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

DOI

2024

A Text-Free Training Method for Generating Face Images Based on Chinese Text

Songlin Tong, Meiling Liu, Jiyun Zhou

Journal of Combinatorial Mathematics and Combinatorial Computing

DOI

2023

基于实体信息增强及多粒度融合的多文档摘要

唐嘉蕊，刘美玲，赵铁军，周继云

《中文信息学报》

2023

基于知识图谱的隐私保护推荐算法

周雨晴，汤卫东，刘美玲

《电脑知识与技术》

2023

基于代价敏感学习的不平衡虚假评论处理模型

刘美玲，尚玥，赵铁军，周继云

《数据分析与知识发现》，Vol. 7, No. 6

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2023

Crop Planting Layout Generative Adversarial Network Model

Wenlong Chen, Meiling Liu, Yameng Zhen, Lin Guo, Ying Zeng

IEEE International Conference on Sensing, Communication, and Networking (SECON)

DOI

2023

An Explicit-Memory Few-Shot Joint Learning Model

Fanfan Du, Meiling Liu, Tiejun Zhao, Shafqat Ail

Lecture notes in computer science

DOI

2021

PTWA: Pre-Training with Word Attention for Chinese Named Entity Recognition

Kaixin Ma, Meiling Liu, Tiejun Zhao, Jiyun Zhou, Yu Yang

DOI

2021

T-Bert: A Spam Review Detection Model Combining Group Intelligence and Personalized Sentiment Information

Yue Shang, Meiling Liu, Tiejun Zhao, Jiyun Zhou

Lecture notes in computer science

DOI

2020

Detecting Fake Reviews Using Multidimensional Representations With Fine-Grained Aspects Plan

Meiling Liu, Yue Shang, Qi Yue, Jiyun Zhou

IEEE Access

DOI

2020

Aspect-Level Drug Reviews Sentiment Analysis Based on Double BiGRU and Knowledge Transfer

Yue Han, Meiling Liu, Weipeng Jing

IEEE Access

DOI

2019

中文文本挖掘的动态文摘建模方法

刘美玲，王慧强，陈广胜，于洋

《哈尔滨工程大学学报》

2019

基于气象因子深度学习的森林火灾预测方法

孙立研，刘美玲，周礼祥，于洋

《林业工程学报》

2018

一种GPU及深度置信网络的语音识别加速算法研究

景维鹏，姜涛，朱良宽，刘美玲

《小型微型计算机系统》

2018

Mining taxi trajectories for most suitable stations of sharing bikes to ease traffic congestion

Weipeng Jing, Jian Li Kang, Meiling Liu

IET Intelligent Transport Systems

DOI

2017

基于离散量优化初始聚类中心的k-means算法

刘美玲，黄名选，汤卫东

《计算机工程与科学》

2014

A search and summary application for traffic events detection based on Twitter data

Meiling Liu, Kaiqun Fu, Chang‐Tien Lu, Guangsheng Chen, Huiqiang Wang

ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS)

DOI

2012

含污染控制的多车型随机交通系统最优收费及其评价

李学迁，朱道立，刘美玲

《系统工程理论与实践》，Vol. 32, No. 7

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2011

Centroid Integer Selection Model -- A High Efficiency Method on Dynamic Multi-document Summarization

Meiling Liu, Dequan Zheng, Tiejun Zhao, Yang Yu

International Conference on Asian Language Processing

DOI

2011

Research on Multi-document Summarization Model Based on Dynamic Manifold-Ranking

Meiling Liu, Honge Ren, Dequan Zheng, Tiejun Zhao

International Conference on Asian Language Processing

DOI

2010

面向TDT的动态多文档文摘研究

刘美玲，赵铁军，郑德权，于摇洋

《哈尔滨工业大学学报》

2010

数据挖掘技术在高校教学与管理中的应用

刘美玲，李熹，李永胜

《计算机工程与设计》

2009

基于数字签名的优化动态身份认证系统

丁振国，刘多峥，刘美玲

《计算机工程与设计》

2009

基于数据挖掘技术的个性化学习系统研究

刘美玲

《扬州大学》

2008

运用数据挖掘方法分析学习者学习特征

刘美玲，陈崚

《中国教育信息化》

2006

VC中基于Excel的用户自定义报表设计

宣士斌，李永胜，李熹，刘美玲

《计算机工程与设计》

2004

Apriori算法的三种优化方法

徐章艳，刘美玲，张师超，卢景丽，区玉明

《计算机工程与应用》

2004

一种提高Apriori算法效率的方法

区玉明，张师超，徐章艳，卢景丽，刘美玲

《计算机工程与设计》

2003

挖掘关联规则中的一种优化的Apriori算法

徐章艳，张师超，区玉明，卢景丽，刘美玲

《计算机工程》

精选作品

期刊论文

PEGN-PSP: Prediction of General Protein Phosphorylation Sites Using Protein Embeddings and Graph Neural Network

Text Generation Image Model Based on Large Language Model and Masked Diffusion Transformer

A Multi-Stage System for Ancient Chinese OCR and Layout Understanding in the EvaHan2026 Shared Task

A zero-shot anomaly detection network with patch-augmented prompts and test-time adaptation

IMAGO: An Improved Model Based on Attention Mechanism for Enhanced Protein Function Prediction

Enhancing Hateful Meme Detection via Modality Enhancement and Multi-View Fusion

Multistage attention-based extraction and fusion of protein sequence and structural features for protein function prediction

MaskEdit: High Fidelity Semantic Image Editing Based on Mask Guidance

Improving Story Visualization via Attribute Encoding and Adaptive Attention

A Discourse-Aware of Entailment Reasoning for Spoken Language Understanding Model

基于增量学习的不平衡虚假评论处理研究

DialogNTM: Context Reconstruction in Multi-Turn Dialogue Generation using Neural Turing Machines

GCGACNN: A Graph Neural Network and Random Forest for Predicting Microbe–Drug Associations

SSIE-Diffusion: Personalized Generative Model for Subject-Specific Image Editing

Sentiment Summarization Generation Based on Multi Instance Learning and Graph Convolution on Social Media

A Text-Free Training Method for Generating Face Images Based on Chinese Text

基于实体信息增强及多粒度融合的多文档摘要

基于知识图谱的隐私保护推荐算法

基于代价敏感学习的不平衡虚假评论处理模型

Crop Planting Layout Generative Adversarial Network Model

An Explicit-Memory Few-Shot Joint Learning Model

PTWA: Pre-Training with Word Attention for Chinese Named Entity Recognition

T-Bert: A Spam Review Detection Model Combining Group Intelligence and Personalized Sentiment Information

Detecting Fake Reviews Using Multidimensional Representations With Fine-Grained Aspects Plan

Aspect-Level Drug Reviews Sentiment Analysis Based on Double BiGRU and Knowledge Transfer

中文文本挖掘的动态文摘建模方法

基于气象因子深度学习的森林火灾预测方法

一种GPU及深度置信网络的语音识别加速算法研究

Mining taxi trajectories for most suitable stations of sharing bikes to ease traffic congestion

基于离散量优化初始聚类中心的k-means算法

A search and summary application for traffic events detection based on Twitter data

含污染控制的多车型随机交通系统最优收费及其评价

Centroid Integer Selection Model -- A High Efficiency Method on Dynamic Multi-document Summarization

Research on Multi-document Summarization Model Based on Dynamic Manifold-Ranking

面向TDT的动态多文档文摘研究

数据挖掘技术在高校教学与管理中的应用

基于数字签名的优化动态身份认证系统

基于数据挖掘技术的个性化学习系统研究

运用数据挖掘方法分析学习者学习特征

VC中基于Excel的用户自定义报表设计

Apriori算法的三种优化方法

一种提高Apriori算法效率的方法

挖掘关联规则中的一种优化的Apriori算法

研究方向