戚荣志｜河海大学｜学者主页

2026

融合多尺度与边缘特征的水葫芦语义分割方法

朱玉东，戚荣志，姜原，叶凡

《水利信息化》

2026

G-MACS: Graph-Guided Multi-agent Collaboration for Project-Aware Code Summarization

Rongzhi Qi, Hao-Xuan Li, Shuiyan Li, Ying-Chi Mao

International Conference on Intelligent Computing

DOI

2026

EOPD-SR: Entity-Ontology and Path-Dependency Subgraph Retrieval for Knowledge Graph—Augmented Reasoning

Jiawen Xue, Yu Tang, Yingchi Mao, Zicheng Wang, Zhenxiang Pan, Bingbing Nie, Rongzhi Qi

Lecture notes in computer science

DOI

2025

A Multi-Structural Graph Fusion Approach for Code Representation in Code Search

Longhao Ao, Rongzhi Qi, Haoxuan Li

IEEE International Conference on Systems, Man and Cybernetics

DOI

2025

Leveraging Long Method Decomposition to Improve Large Language Model-Based Test Case Generation

Rongzhi Qi, Zhi-Yu Shen, Yadi Li

IEEE International Conference on Systems, Man and Cybernetics

DOI

2025

Early-Stage Graph Fusion with Refined Graph Neural Networks for Semantic Code Search

Longhao Ao, Rongzhi Qi

Applied Sciences

DOI

2025

CSJSS: Augmenting code summarization with joint structural semantic of abstract syntax trees

Rongzhi Qi, Jun Yang, Shuiyan Li, Ying-Chi Mao

Information and Software Technology

DOI

2024

结合双线性网络和注意力的蓝藻图像识别方法

李水艳，朱玉东，蒋金磊，戚荣志，陈春雨

《水利信息化》

2024

基于元学习的少样本水闸图像识别方法研究

薛凌峰，宋炜，鲍建腾，焦野，戚荣志

《江苏水利》

2024

RGISQL: Integrating Refined Grammatical Information into Relational Graph Neural Network for Text-to-SQL Task

Shuiyan Li, Yaozhen He, Longhao Ao, Rongzhi Qi

Applied Sciences

DOI

2024

SFTCS: Multiform Semantic Fusion Based on Transformer for Code Summarization

Jun Yang, Longhao Ao, Rongzhi Qi

International Conference on Software Technology and Engineering

DOI

2024

TFFSQL:Enhancing Graph Neural Network through Text Feature Fusion for Text-to-SQL

Yaozhen He, Enpei Huang, Rongzhi Qi

International Conference on Artificial Intelligence, Automation and High Performance Computing

DOI

2024

KRLGI: Knowledge Representation Learning Based on Global Information for Reasoning

Bo Wu, Yingchi Mao, Fudong Chi, Yingjie Liu, Silong Ding, Rongzhi Qi

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2024

CodeFuse: Multimodal Code Search Model with Fine-Grained Attention Alignment

Shengnan Zhang, Shuiyan Li, Rongzhi Qi, Xiaofeng Zhou

IEEE Annual Computers, Software, and Applications Conference (COMPSAC)

DOI

2024

Hierarchical few-shot learning based on top-down correction mechanism with stop strategy

Xiao Jia, Yingchi Mao, Hao Chen, Ping Ping, Rongzhi Qi

International Journal of Machine Learning and Cybernetics

DOI

2024

Label Prompt Guiding for Two-Stage Few-Shot Named Entity Recognition

Rongzhi Qi, Jiazheng Lou, Yingchi Mao

Lecture notes in computer science

DOI

2023

Chinese Named Entity Recognition Based on Boundary Enhancement with Multi-Class Information

Shuiyan Li, Rongzhi Qi, Shengnan Zhang

Applied Sciences

DOI

2023

Script Event Prediction Based on Causal Generalization Learning

Tianfu Pang, Yingchi Mao, Silong Ding, Biao Wang, Rongzhi Qi

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2023

ECIFF: Event Causality Identification based on Feature Fusion

Silong Ding, Yingchi Mao, Yong Cheng, Tianfu Pang, Lijuan Shen, Rongzhi Qi

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2023

Image Caption Method with Verb-Specific Scene Graph Decomposition

Bingrui Chen, Yingchi Mao, Jinlei Jiang, Jiahong Sui, Rongzhi Qi, Zicheng Wang

International Conference on Image, Vision and Computing (ICIVC)

DOI

2022

BiLSTM-based with Word-weight Attention for Chinese Named Entity Recognition

Ziqi Chen, Rongzhi Qi, Shuiyan Li

IEEE International Conference on Software Engineering and Service Science (ICSESS)

DOI

2021

A Few-shot Learning Method Based on Bidirectional Encoder Representation from Transformers for Relation Extraction

Yifei Gao, Rongzhi Qi, Shuiyan Li

IEEE International Conference on Software Engineering and Service Science (ICSESS)

DOI

2021

Improving Long-tail Relation Extraction with Knowledge-aware Hierarchical Attention

Xiaohan Zhao, Rongzhi Qi

IEEE International Conference on Software Engineering and Service Science (ICSESS)

DOI

2019

基于组合双向拍卖的云资源调度方法

毛莺池，郝帅，平萍，戚荣志

《计算机应用》

2018

基于Spark的并行化组合测试用例集生成方法

戚荣志，王志坚，黄宜华，李水艳

《计算机学报》

2017

水利应用集成门户系统的设计与实现

高祥涛，司存友，戚荣志，许国艳，安纪存，赵林柳，曹帅，丁玉鹏

《水利信息化》

2017

基于水利云的江苏省水利信息资源整合共享研究

许国艳，高祥涛，司存友，戚荣志，王美玲，王颖

《水利信息化》

2017

水利业务应用系统中软件测试方法研究及应用

戚荣志，徐淑芳，曾涛，周思琪

《水利信息化》

2016

组合测试技术在防汛辅助决策支持系统中的应用

戚荣志，李水艳，王龙宝，张云飞，曾涛，周思琪

《水利信息化》

2016

A Parallel Genetic Algorithm Based on Spark for Pairwise Test Suite Generation

Rong-Zhi Qi, Zhijian Wang, Shuiyan Li

Journal of Computational Science and Technology

DOI

2015

江苏省防汛防旱会商系统的设计与实现

李春华，王绍勤，宋炜，刘烨，戚荣志，黄田田

《水利信息化》

2015

县级防汛辅助决策支持系统的设计与实现

戚荣志，吕鑫，宋健，曾涛

《水利信息化》

2015

A hybrid optimization algorithm for pairwise test suite generation

Rong-Zhi Qi, Zhijian Wang, Ping Ping, Shuiyan Li

2015 IEEE International Conference on Information and Automation

DOI

2015

Pairwise Test Generation Based on Parallel Genetic Algorithm with Spark

Rong-Zhi Qi, Z.-J. Wang, S.-Y. Li

DOI

2013

车载防汛防旱指挥系统的设计与实现

王绍勤，戚荣志，李水艳，张云飞，周文欢

《水利信息化》

2013

一种基于云平台的防汛文档智能生成模型构建

姜鹏，许峰，戚荣志

《水利信息化》

2013

Construction of Smart Flood Control Document Generation Model Based on Cloud Platform

Rongzhi Qi

Water Resources Informatization

2012

防汛防旱预警系统的设计与实现

许峰，戚荣志

《水利信息化》

2009

Calibration of the Conceptual Rainfall-Run off Model’s Parameters

Shuiyan Li, Rong-Zhi Qi, W. Jia

DOI

2006

基于Java的agent透明迁移研究

戚荣志

《河海大学》

2006

基于DI模式对Struts框架的扩展研究

戚荣志，王志坚

《计算机技术与发展》

精选作品

期刊论文

融合多尺度与边缘特征的水葫芦语义分割方法

G-MACS: Graph-Guided Multi-agent Collaboration for Project-Aware Code Summarization

EOPD-SR: Entity-Ontology and Path-Dependency Subgraph Retrieval for Knowledge Graph—Augmented Reasoning

A Multi-Structural Graph Fusion Approach for Code Representation in Code Search

Leveraging Long Method Decomposition to Improve Large Language Model-Based Test Case Generation

Early-Stage Graph Fusion with Refined Graph Neural Networks for Semantic Code Search

CSJSS: Augmenting code summarization with joint structural semantic of abstract syntax trees

结合双线性网络和注意力的蓝藻图像识别方法

基于元学习的少样本水闸图像识别方法研究

RGISQL: Integrating Refined Grammatical Information into Relational Graph Neural Network for Text-to-SQL Task

SFTCS: Multiform Semantic Fusion Based on Transformer for Code Summarization

TFFSQL:Enhancing Graph Neural Network through Text Feature Fusion for Text-to-SQL

KRLGI: Knowledge Representation Learning Based on Global Information for Reasoning

CodeFuse: Multimodal Code Search Model with Fine-Grained Attention Alignment

Hierarchical few-shot learning based on top-down correction mechanism with stop strategy

Label Prompt Guiding for Two-Stage Few-Shot Named Entity Recognition

Chinese Named Entity Recognition Based on Boundary Enhancement with Multi-Class Information

Script Event Prediction Based on Causal Generalization Learning

ECIFF: Event Causality Identification based on Feature Fusion

Image Caption Method with Verb-Specific Scene Graph Decomposition

BiLSTM-based with Word-weight Attention for Chinese Named Entity Recognition

A Few-shot Learning Method Based on Bidirectional Encoder Representation from Transformers for Relation Extraction

Improving Long-tail Relation Extraction with Knowledge-aware Hierarchical Attention

基于组合双向拍卖的云资源调度方法

基于Spark的并行化组合测试用例集生成方法

水利应用集成门户系统的设计与实现

基于水利云的江苏省水利信息资源整合共享研究

水利业务应用系统中软件测试方法研究及应用

组合测试技术在防汛辅助决策支持系统中的应用

A Parallel Genetic Algorithm Based on Spark for Pairwise Test Suite Generation

江苏省防汛防旱会商系统的设计与实现

县级防汛辅助决策支持系统的设计与实现

A hybrid optimization algorithm for pairwise test suite generation

Pairwise Test Generation Based on Parallel Genetic Algorithm with Spark

车载防汛防旱指挥系统的设计与实现

一种基于云平台的防汛文档智能生成模型构建

Construction of Smart Flood Control Document Generation Model Based on Cloud Platform

防汛防旱预警系统的设计与实现

Calibration of the Conceptual Rainfall-Run off Model’s Parameters

基于Java的agent透明迁移研究

基于DI模式对Struts框架的扩展研究

会议论文

基于大模型辅助的大坝安全领域知识图谱构建与应用研究

研究方向