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刘

刘忠鑫 (Zhongxin Liu)

zhejiang university

16H-index
79Paper Count
965Citation Count
Published Papers 20
Publication Date
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CGTest: A hybrid coverage-guided framework for cost-effective unit test generation
errJournal of Systems and Software
IF4.1
err2026-07-29
err0
PREAI
errZhiquan Yang; Haoye Wang; Yuhai Hu; Bin Gu; Qiang Xiong; Hongwen Huo; Chao Xiang; Zhongxin Liu
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Chiral plasmonic rhombic dodecahedral gold nanoparticles for photodynamic antibacterial films in food preservation
errFood Chemistry
IF9.8
err2026-01-19
err0
PREAI
errJiaxin Liang; Haotong Feng; Yifeng Zhang; Jiayi Qin; Dun Wang; Zhongxin Liu; Jieqiong Wang
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errSave
Molecular engineering of a Rigid-Flexible phosphorus Macromolecule for Transparent, Mechanically Reinforced, and Flame-Retardant epoxy resins
errChemical Engineering Science
IF4.3
err2026-01-16
err0
PREAI
errZhijun Zhou; Weilong Zhang; Dun Wang; JieQiong Wang; Zhongxin Liu
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errSave
Steer Your Model: Secure Code Generation With Contrastive Decoding
errIEEE Transactions on Software Engineering
IF5.6
err2026-01-05
err0
PREAI
errLi Huang; Meng Yan; Tao Yin; Weifeng Sun; Zhongxin Liu; Hongyu Zhang; David Lo
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errSave
RLV: LLM-based vulnerability detection by retrieving and refining contextual information
errJournal of Systems and Software
IF4.1
err2026-01-01
err0
PREAI
errQiu, Fangcheng; Liu, Zhongxin; Hu, Bingde; Cai, Zhengong; Bao, Lingfeng; Wang, Xinyu
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errSave
AdaCoder: An Adaptive Planning and Multi-Agent Framework for Function-Level Code Generation
errIEEE Transactions on Software Engineering
IF5.6
err2025-12-12
err0
PREAI
errYueheng Zhu; Chao Liu; Xuan He; Xiaoxue Ren; Zhongxin Liu; Ruwei Pan; Hongyu Zhang
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errSave
Cross-graph prompt enhanced learning for personalized recommendation reason generation
errKnowledge-Based Systems
IF7.6
err2025-11-13
err0
PREAI
errYun Wang; Jun Gong; Yifeng Guo; Zhongxin Liu; Wanzhe Zhang; Guoshuai Zhao; Zhong Li; Xueming Qian
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errSave
Finite-time optimized time-varying formation control for uncertain nonlinear multiagent systems
errNonlinear Dynamics
IF6
err2025-07-23
err0
PREAI
errXinyi Wei; Jinxuan Zhang; Fuyong Wang; Zhongxin Liu
errShare
errSave
Neuron Semantic-Guided Test Generation for Deep Neural Networks Fuzzing
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-12-30
err0
errOAAI
errHuang, Li; Sun, Weifeng; Yan, Meng; Liu, Zhongxin; Lei, Yan; Lo, David
errShare
errSave
Exploring the Capabilities of LLMs for Code Change Related Tasks
errACM Transactions on Software Engineering and Methodology
IF6.2
err2024-12-23
err0
errOAAI
errLishui Fan; Jiakun Liu; Zhongxin Liu; David Lo; Xin Xia; Shanping Li
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errSave
Method-Level Test-to-Code Traceability Link Construction by Semantic Correlation Learning
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-10-01
err0
PREAI
errSun, Weifeng; Guo, Zhenting; Yan, Meng; Liu, Zhongxin; Lei, Yan; Zhang, Hongyu
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errSave
Vulnerability Detection via Multiple-Graph-Based Code Representation
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-08-01
err1
PREAI
errQiu, Fangcheng; Liu, Zhongxin; Hu, Xing; Xia, Xin; Chen, Gang; Wang, Xinyu
errShare
errSave
Robust Test Selection for Deep Neural Networks
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-12-01
err1
errOAAI
errSun, Weifeng; Yan, Meng; Liu, Zhongxin; Lo, David
errShare
errSave
Revisiting the Identification of the Co-evolution of Production and Test Code
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2023-09-30
err1
errOAAI
errSun, Weifeng; Yan, Meng; Liu, Zhongxin; Xia, Xin; Lei, Yan; Lo, David
errShare
errSave
Vulnerability Detection by Learning From Syntax-Based Execution Paths of Code
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-08-01
err15
PREAI
errZhang, Junwei; Liu, Zhongxin; Hu, Xing; Xia, Xin; Li, Shanping
errShare
errSave
Predictive Comment Updating With Heuristics and AST-Path-Based Neural Learning: A Two-Phase Approach
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-04-01
err13
errOAAI
errLin, Bo; Wang, Shangwen; Liu, Zhongxin; Xia, Xin; Mao, Xiaoguang
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errSave
Just-In-Time Obsolete Comment Detection and Update
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-01-01
err11
errOAAI
errLiu, Zhongxin; Xia, Xin; Lo, David; Yan, Meng; Li, Shanping
errShare
errSave
Which Variables Should I Log?
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2019-01-01
err36
errOAAI
errLiu, Zhongxin; Xia, Xin; Lo, David; Xing, Zhenchang; Hassan, Ahmed E.; Li, Shanping
errShare
errSave
Improving Co-Decoding Based Security Hardening of Code LLMs Leveraging Knowledge Distillation
errIEEE Transactions on Software Engineering
IF5.6
err
err0
PREAI
errDong Li; Shanfu Shu; Meng Yan; Zhongxin Liu; Chao Liu; Xiaohong Zhang; David Lo
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errSave
Enhancing Project-Specific Code Completion by Inferring Internal API Information
errIEEE Transactions on Software Engineering
IF5.6
err
err0
PREAI
errLe Deng; Xiaoxia Ren; Chao Ni; Ming Liang; David Lo; Zhongxin Liu
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errSave

Research Directions

智能化软件工程，AI for SE, 软件仓库挖掘
Co-authors
Cooperation Journals
D
David Lo
H-index: 90 · Papers: 975
A
Ahmed E. Hassan
H-index: 81 · Papers: 584
X
Xin Xia
H-index: 76 · Papers: 577
张
张宏玉 (Hongyu Zhang)
H-index: 66 · Papers: 874
J
J. Qin
H-index: 52 · Papers: 161
View more