百晓学者学者目录

刘承威

副教授、副研究员、助理教授、博士生导师、教授、研究员、硕士生导师、讲师，南开大学

精选作品

期刊论文

2026

Implicit, Yet Impactful: Understanding Hidden Dependencies in Java Projects

Anonymous, Chengwei Liu, Fangyuan Zhang, Yiran Zhang, Yuan Joseph Zhou, Yang Liu

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2026

ATLAS: Agentic Taxonomy of LArge-Scale Software Ecosystems

Junyi Lu, Mengyao Lyu, Jiahui Wu, Lei Yu, Chengwei Liu, Fengjun Zhang, Li Yang, Chun Zuo, Yang Liu

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2026

Benchmarking Automated Security Patch Backporting: How Far Are We?

Jincheng Yang, Yulong Fu, Chengwei Liu, Lyuye Zhang, Fangyuan Zhang, Bingyang Ren, Yang Liu, Hui Li

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2026

Break to Adapt: Knowledge-Based Updates of Breaking Dependencies in JavaScript

Yifan Xia, Chengwei Liu, Zifan Xie, Lyuye Zhang, Peiyu Liu, Kangjie Lu, Yang Liu, Wenhai Wang, Shouling Ji

Proceedings of the ACM on software engineering.

DOI

2025

A unified framework for multi-modal rumor detection via multi-level dynamic interaction with evolving stances

Tiening Sun, Chengwei Liu, Lizhi Chen, Zhong Qian, Peifeng Li, Qiaoming Zhu

Information Processing & Management，Vol. 62, No. 3

DOI

2025

DroidNative: A Greedy-Constructed Large-Scale Indexing for Android Native Libraries

Shuguang ZHANG, Chengwei Liu, Sen Chen, Lyuye Zhang, Yang Liu

IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW)

DOI

2019

面向限定自然语言需求的AADL自动生成工具

刘承威，杨志斌，周勇，袁胜浩，许金淼，薛垒

《小型微型计算机系统》

2019

面向安全关键软件的AADL设计模型生成方法

刘承威

《南京航空航天大学》

预印本

2026

LogicScan: An LLM-driven Framework for Detecting Business Logic Vulnerabilities in Smart Contracts

Jiaqi Gao, Zijian Zhang, Yuqiang Sun, Ye Liu, Chengwei Liu, Han Liu, Yi Li, Yang Liu

arXiv preprint

2026

One Is Not Enough: The Untold Story of Multiple Security Patches for One Vulnerability

Fangyuan Zhang, Lyuye Zhang, Lingling Fan, Chengwei Liu, Yinan Li, Liang Huang, Yang Liu, Zheli Liu, Sen Chen

arXiv preprint

DOI

2026

MalSkillBench: A Runtime-Verified Benchmark of Malicious Agent Skills

Wenbo Guo, Wei Zeng, Chengwei Liu, Xiaojun Jia, Yijia Xu, Tang, Lei, Yong Fang, Yang Liu

arXiv (Cornell University)

DOI

2026

How Effective Are NPM Malicious Package Detectors? A Large-Scale Empirical Study

Wenbo Guo, Zhongwen Chen, Zhengzi Xu, Chengwei Liu, Ming Kang, Shiwen Song, Chengyue Liu, Yijia Xu, Weisong Sun, Yang Liu

arXiv preprint

DOI

2026

From Docs to Descriptions: Smell-Aware Evaluation of MCP Server Descriptions

Peiran Wang, Ying Li, Yuqiang Sun, Chengwei Liu, Yang Liu, Yuan Tian

arXiv preprint

2026

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Xiaoyu Tian, Haotian Wang, Shuaiting Chen, Hao Zhou, Kaichi Yu, Yudian Zhang, Jade Ouyang, Junxi Yin, Jiong Chen, Baoyan Guo, Lei Zhang, Junjie Tao, Yuansheng Song, Ming Cui, Chengwei Liu

arXiv preprint

2026

DRIFT: Difficulty Routing Self-DIstillation with Rhythm-Gated Exploration and Success BuFfer Training

Haisen Luo, Yiwei Liu, Haoning Wang, Dan Liu, Junxi Yin, Haotian Wang, Lei Zhang, Xiaoyu Tian, Shuaiting Chen, Yuansheng Song, Baoyan Guo, Xiongfei Yan, Bolan Yang, Chengwei Liu, Ming Cui, Jiong Chen

arXiv preprint

2026

Cutting the Gordian Knot: Detecting Malicious PyPI Packages via a Knowledge-Mining Framework

Wenbo Guo, Chengwei Liu, Ming Kang, Yiran Zhang, Jiahui Wu, Zhengzi Xu, Vinay Sachidananda, Yang Liu

arXiv preprint

2026

Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages

Wenbo Guo, Shiwen Song, Jiaxun Guo, Zhengzi Xu, Chengwei Liu, Haoran Ou, Mengmeng Ge, Yang Liu

arXiv preprint

DOI

2026

Semantic-Enhanced Automatic Refinement of Architecture Recovery Results Using LLMs

Yiran Zhang, Chengwei Liu, Yuqiang Sun, Zhengzi Xu, Weisong Sun, Wenke Li, Wuxia Jin, Yang Liu

arXiv preprint

2025

Evolaris: A Roadmap to Self-Evolving Software Intelligence Management

Chengwei Liu, Wenbo Guo, Yuxin Zhang, Limin Wang, Sen Chen, Lei Bu, Yang Liu

arXiv preprint

2025

Doctor: Optimizing Container Rebuild Efficiency by Instruction Re-Orchestration

Zhiling Zhu, Tieming Chen, Chengwei Liu, Han Liu, Qijie Song, Zhengzi Xu, Yang Liu

arXiv preprint

2025

Detecting Essence Code Clones via Information Theoretic Analysis

Lida Zhao, Shihan Dou, Yutao Hu, Yueming Wu, Jiahui Wu, Chengwei Liu, Lyuye Zhang, Yi Liu, Jun Sun, Xuanjing Huang, Yang Liu

arXiv preprint

2025

Vulnerability-Affected Versions Identification: How Far Are We?

Xingchu Chen, Chengwei Liu, Jialun Cao, Yang Xiao, Xinyue Cai, Yeting Li, Jingyi Shi, Tianqi Sun, Haiming Chen ang Wei Huo

arXiv preprint

2025

Drop the Golden Apples: Identifying Third-Party Reuse by DB-Less Software Composition Analysis

Lyuye Zhang, Chengwei Liu, Jiahui Wu, Shiyang Zhang, Chengyue Liu, Zhengzi Xu, Sen Chen, Yang Liu

arXiv preprint

2025

VFArchē: A Dual-Mode Framework for Locating Vulnerable Functions in Open-Source Software

Lyuye Zhang, Jian Zhang, Kaixuan Li, Chong Wang, Chengwei Liu, Jiahui Wu, Sen Chen, Yaowen Zheng, Yang Liu

arXiv preprint

2025

A Vision for Auto Research with LLM Agents

Chengwei Liu, Chong Wang, Jiayue Cao, Jingquan Ge, Kun Wang, Lyuye Zhang, Ming-Ming Cheng, Penghai Zhao, Tianlin Li, Xiaojun Jia, Xiang Li, Xingshuai Li, Yang Liu, Yebo Feng, Yihao Huang, Yijia Xu, Yuqiang Sun, Zhenhong Zhou, Zhengzi Xu

arXiv preprint

2025

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Shicheng Xu, Junyuan Mao, Yu Wang, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Wenjie Qu, Yue Liu, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Zhaoxin Fan, Kai Wang, Yi Ding, Donghai Hong, Jiaming Ji, Yingxin Lai, Zitong Yu, Xinfeng Li, Yifan Jiang, Yanhui Li, Xinyu Deng, Junlin Wu, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Qiufeng Wang, Xiaolong Jin, Wenxuan Wang, Dongrui Liu, Yanwei Yue, Wenke Huang, Guancheng Wan, Heng Chang, Tianlin Li, Yi Yu, Chenghao Li, Jiawei Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Jiaheng Zhang, Tianwei Zhang, Xingjun Ma, Jindong Gu, Liang Pang, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Lingjuan Lyu, Yuval Elovici, Bhavya Kailkhura, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu

arXiv preprint

2025

JC-Finder: Detecting Java Clone-based Third-Party Library by Class-level Tree Analysis

Lida Zhao, Chaofan Li, Yueming Wu, Lyuye Zhang, Jiahui Wu, Chengwei Liu, Sen Chen, Yutao Hu, Zhengzi Xu, Yi Liu, Jingquan Ge, Jun Sun, Yang Liu

arXiv preprint

2025

Causality-aware Safety Testing for Autonomous Driving Systems

Wenbing Tang, Mingfei Cheng, Renzhi Wang, Yuan Zhou, Chengwei Liu, Yang Liu, Zuohua Ding

arXiv preprint

2025

Fixing Outside the Box: Uncovering Tactics for Open-Source Security Issue Management

Lyuye Zhang, Jiahui Wu, Chengwei Liu, Kaixuan Li, Xiaoyu Sun, Lida Zhao, Chong Wang, Yang Liu

arXiv preprint

2025

Open Source, Hidden Costs: A Systematic Literature Review on OSS License Management

Boyuan Li, Chengwei Liu, Lingling Fan, Sen Chen, Zhenlin Zhang, Zheli Liu

arXiv preprint

2024

Catch the Butterfly: Peeking into the Terms and Conflicts among SPDX Licenses

Tao Liu, Chengwei Liu, Tianwei Liu, He Wang, Gaofei Wu, Yang Liu, Yuqing Zhang

arXiv preprint

2024

Uncovering and Mitigating the Impact of Frozen Package Versions for Fixed-Release Linux

Wei Tang, Zhengzi Xu, Chengwei Liu, Ping Luo, Yang Liu

arXiv preprint

2024

IntelliRadar: A Comprehensive Platform to Pinpoint Malicious Package Information from Cyber Intelligence

Wenbo Guo, Chengwei Liu, Limin Wang, Yiran Zhang, Jiahui Wu, Zhengzi Xu, Yang Liu

arXiv preprint

2024

An Empirical Study of Vulnerability Detection using Federated Learning

Peiheng Zhou, Ming Hu, Xingrun Quan, Yawen Peng, Xiaofei Xie, Yanxin Yang, Chengwei Liu, Yueming Wu, Mingsong Chen

arXiv preprint

2024

ModuleGuard:Understanding and Detecting Module Conflicts in Python Ecosystem

Ruofan Zhu, Xingyu Wang, Chengwei Liu, Zhengzi Xu, Wenbo Shen, Rui Chang, Yang Liu

arXiv preprint

DOI

2024

Ambush from All Sides: Understanding Security Threats in Open-Source Software CI/CD Pipelines

Ziyue Pan, Wenbo Shen, Xingkai Wang, Yutian Yang, Rui Chang, Yao Liu, Chengwei Liu, Yang Liu, Kui Ren

arXiv preprint

DOI

2023

Who is the Real Hero? Measuring Developer Contribution via Multi-dimensional Data Integration

Yuqiang Sun, Zhengzi Xu, Chengwei Liu, Yiran Zhang, Yang Liu

arXiv preprint

DOI

2023

Mitigating Persistence of Open-Source Vulnerabilities in Maven Ecosystem

Lyuye Zhang, Chengwei Liu, Sen Chen, Zhengzi Xu, Lingling Fan, Lida Zhao, Yiran Zhang, Yang Liu

arXiv preprint

2023

Compatible Remediation on Vulnerabilities from Third-Party Libraries for Java Projects

Lyuye Zhang, Chengwei Liu, Zhengzi Xu, Sen Chen, Lingling Fan, Lida Zhao, Jiahui Wu, Yang Liu

arXiv preprint

2023

A Comprehensive Study on Quality Assurance Tools for Java

Han Liu, Sen Chen, Ruitao Feng, Chengwei Liu, Kaixuan Li, Zhengzi Xu, Liming Nie, Yang Liu, Yixiang Chen

arXiv preprint

DOI

2023

The Software Genome Project: Venture to the Genomic Pathways of Open Source Software and Its Applications

Yueming Wu, Chengwei Liu, Yang Liu

arXiv preprint

2023

An Empirical Study of Malicious Code In PyPI Ecosystem

Wenbo Guo, Zhengzi Xu, Chengwei Liu, Cheng Huang, Yong Fang, Yang Liu

arXiv preprint

2023

Demystifying Compiler Unstable Feature Usage and Impacts in the Rust Ecosystem

Chenghao Li, Yifei Wu, Wenbo Shen, Zichen Zhao, Rui Chang, Chengwei Liu, Yang Liu, Kui Ren

arXiv preprint

2023

Software Architecture Recovery with Information Fusion

Yiran Zhang, Zhengzi Xu, Chengwei Liu, Hongxu Chen, Jianwen Sun, Dong Qiu, Yang Liu

arXiv preprint

2023

Empirical Analysis of Vulnerabilities Life Cycle in Golang Ecosystem

Jinchang Hu, Lyuye Zhang, Chengwei Liu, Sen Yang, Song Huang, Yang Liu

arXiv preprint

DOI

2022

Has My Release Disobeyed Semantic Versioning? Static Detection Based on Semantic Differencing

Lyuye Zhang, Chengwei Liu, Zhengzi Xu, Sen Chen, Lingling Fan, Bihuan Chen, Yang Liu

arXiv preprint

2022

Demystifying the Vulnerability Propagation and Its Evolution via Dependency Trees in the NPM Ecosystem

Chengwei Liu, Sen Chen, Lingling Fan, Bihuan Chen, Yang Liu, Xin Peng

arXiv preprint

DOI

2022

Cargo Ecosystem Dependency-Vulnerability Knowledge Graph Construction and Vulnerability Propagation Study

Peiyang Jia, Chengwei Liu, Hongyu Sun, Chengyi Sun, Mianxue Gu, Yang Liu, Yuqing Zhang

arXiv preprint

2022

Towards Understanding Third-party Library Dependency in C/C++ Ecosystem

Wei Tang, Zhengzi Xu, Chengwei Liu, Jiahui Wu, Shouguo Yang, Yi Li, Ping Luo, Yang Liu

arXiv preprint

DOI

研究方向

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