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Proceedings of the ACM on Software Engineering, Volume 2, Number ISSTA,
June 25–28, 2025,
Trondheim, Norway
Frontmatter
Papers
OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution
Lianghong Guo,
Wei Tao,
Runhan Jiang,
Yanlin Wang,
Jiachi Chen,
Xilin Liu,
Yuchi Ma,
Mingzhi Mao,
Hongyu Zhang, and
Zibin Zheng
(Sun Yat-sen University, China; Independent Researcher, China; Huawei Cloud Computing Technologies, China; Chongqing University, China)
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xFUZZ: A Flexible Framework for Fine-Grained, Runtime-Adaptive Fuzzing Strategy Composition
Dongsong Yu,
Yiyi Wang,
Chao Zhang,
Yang Lan,
Zhiyuan Jiang,
Shuitao Gan,
Zheyu Ma, and
Wende Tan
(Zhongguancun Laboratory, China; Tsinghua University, China; Huazhong University of Science and Technology, China; National University of Defense Technology, China; Labortory for Advanced Computing and Intelligence Engineering, China)
Article Search
Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection
Lei Yu,
Zhirong Huang,
Hang Yuan,
Shiqi Cheng,
Li Yang,
Fengjun Zhang,
Chenjie Shen,
Jiajia Ma,
Jingyuan Zhang,
Junyi Lu, and
Chun Zuo
(Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; Sinosoft, China)
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LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation
Ziyao Zhang,
Chong Wang,
Yanlin Wang,
Ensheng Shi,
Yuchi Ma,
Wanjun Zhong,
Jiachi Chen,
Mingzhi Mao, and
Zibin Zheng
(Sun Yat-sen University, China; Nanyang Technological University, Singapore; Xi'an Jiaotong University, China; Huawei Cloud Computing Technologies, China)
Article Search
Testing the Fault-Tolerance of Multi-sensor Fusion Perception in Autonomous Driving Systems
Haoxiang Tian,
Wenqiang Ding,
Xingshuo Han,
Guoquan Wu,
An Guo,
Junqi Zhang,
Wei Chen,
Jun Wei, and
Tianwei Zhang
(Institute of Software at Chinese Academy of Sciences, China; Nanjing Institute of Software, China; Nanyang Technological University, Singapore; University of Science and Technology of China, China)
Article Search
Structure-Aware, Diagnosis-Guided ECU Firmware Fuzzing
Qicai Chen,
Kun Hu,
Sichen Gong,
Bihuan Chen,
Zikui Kong,
Haowen Jiang,
Bingkun Sun,
You Lu, and
Xin Peng
(Fudan University, China; ANHUI GuarDrive Safety Technology, China)
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Copy-and-Paste? Identifying EVM-Inequivalent Code Smells in Multi-chain Reuse Contracts
Zexu Wang,
Jiachi Chen,
Tao Zhang,
Yu Zhang,
Weizhe Zhang,
Yuming Feng, and
Zibin Zheng
(Sun Yat-sen University, China; Peng Cheng Laboratory, China; Guangdong Engineering Technology Research Center of Blockchain, China; Macau University of Science and Technology, China; Harbin Institute of Technology, China)
Article Search
Enhancing Smart Contract Security Analysis with Execution Property Graphs
Kaihua Qin,
Zhe Ye,
Zhun Wang,
Weilin Li,
Liyi Zhou,
Chao Zhang,
Dawn Song, and
Arthur Gervais
(Yale University, USA; University of California at Berkeley, USA; University College London, UK; University of Sydney, Australia; Tsinghua University, China)
Article Search
BinQuery: A Novel Framework for Natural Language-Based Binary Code Retrieval
Bolun Zhang,
Zeyu Gao,
Hao Wang,
Yuxin Cui,
Siliang Qin,
Chao Zhang,
Kai Chen, and
Beibei Zhao
(Institute of Information Engineering at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; Tsinghua University, China)
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REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models
Jianlei Chi,
Xiaotian Wang,
Yuhan Huang,
Lechen Yu,
Di Cui,
Jianguo Sun, and
Jun Sun
(Xidian University, China; Harbin Engineering University, China; Microsoft, USA; Singapore Management University, Singapore)
Article Search
ClassEval-T: Evaluating Large Language Models in Class-Level Code Translation
Pengyu Xue,
Linhao Wu,
Zhen Yang,
Chengyi Wang,
Xiang Li,
Yuxiang Zhang,
Jia Li,
Ruikai Jin,
Yifei Pei,
Zhaoyan Shen,
Xiran Lyu, and
Jacky Wai Keung
(Shandong University, China; Tsinghua University, China; City University of Hong Kong, Hong Kong)
Article Search
PatchScope: LLM-Enhanced Fine-Grained Stable Patch Classification for Linux Kernel
Rongkai Liu,
Heyuan Shi,
Shuning Liu,
Chao Hu,
Sisheng Li,
Yuheng Shen,
Runzhe Wang,
Xiaohai Shi, and
Yu Jiang
(Central South University, China; Tsinghua University, China; Alibaba Cloud Computing, China)
Article Search
OpDiffer: LLM-Assisted Opcode-Level Differential Testing of Ethereum Virtual Machine
Jie Ma,
Ningyu He,
Jinwen Xi,
Mingzhe Xing,
Haoyu Wang,
Ying Gao, and
Yinliang Yue
(Beihang University, China; Zhongguancun Laboratory, China; Hong Kong Polytechnic University, China; Huazhong University of Science and Technology, China)
Preprint
Artifacts Available
DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction
Yuan Xiao,
Yuchen Chen,
Shiqing Ma,
Haocheng Huang,
Chunrong Fang,
Yanwei Chen,
Weisong Sun,
Yunfeng Zhu,
Xiaofang Zhang, and
Zhenyu Chen
(Nanjing University, China; University of Massachusetts at Amherst, USA; Soochow University, China; Nanyang Technological University, Singapore)
Article Search
NADA: Neural Acceptance-Driven Approximate Specification Mining
Weilin Luo,
Tingchen Han,
Qiu Junming,
Hai Wan,
Jianfeng Du,
Bo Peng,
Guohui Xiao, and
Yanan Liu
(Sun Yat-sen University, China; Guangdong University of Foreign Studies, China; Southeast University, China)
Article Search
DecLLM: LLM-Augmented Recompilable Decompilation for Enabling Programmatic Use of Decompiled Code
Wai Kin Wong,
Daoyuan Wu,
Huaijin Wang,
Zongjie Li,
Zhibo Liu,
Shuai Wang,
Qiyi Tang,
Sen Nie, and
Shi Wu
(Hong Kong University of Science and Technology, China; Ohio State University, USA; Tencent Security Keen Lab, China)
Article Search
Uncovering API-Scope Misalignment in the App-in-App Ecosystem
Jiarui Che,
Chenkai Guo,
Naipeng Dong,
Jiaqi Pei,
Lingling Fan,
Xun Mi,
Xueshuo Xie,
Xiangyang Luo,
Zheli Liu, and
Renhong Cheng
(Nankai University, China; Haihe Lab of ITAI, China; University of Queensland, Australia; State Key Laboratory of Mathematical Engineering and Advanced Computing, China)
Article Search
LogBase: A Large-Scale Benchmark for Semantic Log Parsing
Chenbo Zhang,
Wenying Xu,
Jinbu Liu,
Lu Zhang,
Guiyang Liu,
Jihong Guan,
Qi Zhou, and
Shuigeng Zhou
(Fudan University, China; Alibaba Group, China; Tongji University, China)
Article Search
S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models
Xiaohan Yuan,
Jinfeng Li,
Dongxia Wang,
Yuefeng Chen,
Xiaofeng Mao,
Longtao Huang,
Jialuo Chen,
Hui Xue,
Xiaoxia Liu,
Wenhai Wang,
Kui Ren, and
Jingyi Wang
(Zhejiang University, China; Alibaba Group, China)
Preprint
Info
Improving Deep Learning Framework Testing with Model-Level Metamorphic Testing
Yanzhou Mu,
Juan Zhai,
Chunrong Fang,
Xiang Chen,
Zhixiang Cao,
Peiran Yang,
Kexin Zhao,
An Guo, and
Zhenyu Chen
(Nanjing University, China; University of Massachusetts at Amherst, USA; Nantong University, China)
Article Search
Fixing Outside the Box: Uncovering Tactics for Open-Source Security Issue Management
Lyuye Zhang,
Jiahui Wu,
Liu Chengwei,
Kaixuan Li,
Xiaoyu Sun,
Lida Zhao,
Chong Wang, and
Yang Liu
(Nanyang Technological University, Singapore; East China Normal University, China; Australian National University, Australia)
Preprint
Info
SWE-GPT: A Process-Centric Language Model for Automated Software Improvement
Yingwei Ma,
Rongyu Cao,
Yongchang Cao,
Yue Zhang,
Jue Chen,
Yibo Liu,
Yuchen Liu,
Binhua Li,
Fei Huang, and
Yongbin Li
(Alibaba Group, China)
Article Search
proc time: 24.09