Yan Xiao

72 papers A* 5A 3B 3C 4Journal 52Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated robustness testing for LLM-based natural language processing software.
Expert Syst. Appl.
Mingxuan Xiao, Yan Xiao, Shunhui Ji, Hanbo Cai, Lei Xue, Pengcheng Zhang
2026 J jnl
Context-aware smart contract comment generation using information retrieval and scenario-driven chain-of-thought.
Expert Syst. Appl.
Ben Wang, Yanxiang Tong, Guang Yang, Xiao Wang, Hai Dong, Yan Xiao, Pengcheng Zhang
2026 A* conf
Modulation-Based Backdoors: Leveraging Amplitude and Frequency Patterns to Attack Speaker Recognition.
AAAI
Hanbo Cai, Pengcheng Zhang, Yan Xiao, De Li, Hanting Chu, Ying Luo
2025 J jnl
A New Benchmark for Evaluating Code Translation with Third-Party Libraries.
CoRR
Pengyu Xue, Kunwu Zheng, Zhen Yang, Yifei Pei, Linhao Wu, Jiahui Dong, Xiapu Luo, Yan Xiao, Fei Liu, Yuxuan Zhang, Xiran Lyu, Xianhang Li, Xuanyu Zhu, Chengyi Wang
2025 J jnl
ABFS: Natural Robustness Testing for LLM-based NLP Software.
CoRR
Mingxuan Xiao, Yan Xiao, Shunhui Ji, Yunhe Li, Lei Xue, Pengcheng Zhang
2025 J jnl
Advancing Autonomous Driving System Testing: Demands, Challenges, and Future Directions.
CoRR
Yihan Liao, Jingyu Zhang, Jacky Keung, Yan Xiao, Yurou Dai
2025 J jnl
Advancing autonomous driving system testing: Demands, challenges, and future directions.
Inf. Softw. Technol.
Yihan Liao, Jingyu Zhang, Jacky Keung, Yan Xiao, Yurou Dai
2025 J jnl
BASFuzz: Towards Robustness Evaluation of LLM-based NLP Software via Automated Fuzz Testing.
CoRR
Mingxuan Xiao, Yan Xiao, Shunhui Ji, Jiahe Tu, Pengcheng Zhang
2025 J jnl
Clean-label backdoor attack based on robust feature attenuation for speech recognition.
Expert Syst. Appl.
Hanbo Cai, Pengcheng Zhang, Yan Xiao, Shunhui Ji, Mingxuan Xiao, Letian Cheng
2025 J jnl
DT4LM: Differential Testing for Reliable Language Model Updates in Classification Tasks.
IEEE Trans. Software Eng.
Xinyue Zuo, Yan Xiao, Xiaochun Cao, Wenya Wang, Jin Song Dong
2025 J jnl
DeepFusion: Smart Contract Vulnerability Detection Via Deep Learning and Data Fusion.
IEEE Trans. Reliab.
Hanting Chu, Pengcheng Zhang, Hai Dong, Yan Xiao, Shunhui Ji
2025 — conf
Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries.
ACL (1)
Wenqiang Wang, Yan Xiao, Hao Lin, Yangshijie Zhang, Xiaochun Cao
2025 J jnl
Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries.
CoRR
Wenqiang Wang, Yan Xiao, Hao Lin, Yangshijie Zhang, Xiaochun Cao
2025 A* conf
On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations.
ICSE
Rajdeep Singh Hundal, Yan Xiao, Xiaochun Cao, Jin Song Dong, Manuel Rigger
2025 J jnl
On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations.
CoRR
Rajdeep Singh Hundal, Yan Xiao, Xiaochun Cao, Jin Song Dong, Manuel Rigger
2025 J jnl
PonziFinder: Attention-Based Edge-Enhanced Ponzi Contract Detection.
IEEE Trans. Reliab.
Yingying Chen, Bixin Li, Yan Xiao, Xiaoning Du
2025 J jnl
Promises and perils of using Transformer-based models for SE research.
Neural Networks
Yan Xiao, Xinyue Zuo, Xiaoyue Lu, Jin Song Dong, Xiaochun Cao, Ivan Beschastnikh
2025 J jnl
SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents.
CoRR
Siyuan Liang, Tianmeng Fang, Zhe Liu, Aishan Liu, Yan Xiao, Jinyuan He, Ee-Chien Chang, Xiaochun Cao
2025 J jnl
TPGRec: Text-enhanced and popularity-smoothing graph collaborative filtering for long-tail item recommendation.
Neurocomputing
Chenyun Yu, Junfeng Zhao, Xuan Wu, Yingle Luo, Yan Xiao
2025 J jnl
Text Adversarial Attacks with Dynamic Outputs.
CoRR
Wenqiang Wang, Siyuan Liang, Yan Xiao, Xiaochun Cao
2025 J jnl
Towards Powerful and Practical Patch Attacks for 2D Object Detection in Autonomous Driving.
CoRR
Yuxin Cao, Yedi Zhang, Wentao He, Yifan Liao, Yan Xiao, Chang Li, Zhiyong Huang, Jin Song Dong
2025 J jnl
Towards Stealthy and Effective Backdoor Attacks on Lane Detection: A Naturalistic Data Poisoning Approach.
CoRR
Yifan Liao, Yuxin Cao, Yedi Zhang, Wentao He, Yan Xiao, Xianglong Du, Zhiyong Huang, Jin Song Dong
2024 J jnl
A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering.
IEEE Trans. Ind. Informatics
Xiaoxue Ma, Jacky Keung, Pinjia He, Yan Xiao, Xiao Yu, Yishu Li
2024 J jnl
Automated Robustness Testing for LLM-based NLP Software.
CoRR
Mingxuan Xiao, Yan Xiao, Shunhui Ji, Hanbo Cai, Lei Xue, Pengcheng Zhang
2024 B conf
Enhancing Valid Test Input Generation with Distribution Awareness for Deep Neural Networks.
COMPSAC
Jingyu Zhang, Jacky Keung, Xiaoxue Ma, Xiangyu Li, Yan Xiao, Yishu Li, Wing Kwong Chan
2024 J jnl
Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing.
CoRR
Pengyu Xue, Linhao Wu, Zhen Yang, Zhongxing Yu, Zhi Jin, Ge Li, Yan Xiao, Shuo Liu, Xinyi Li, Hongyi Lin, Jingwen Wu
2024 J jnl
Improving the undersampling technique by optimizing the termination condition for software defect prediction.
Expert Syst. Appl.
Shuo Feng, Jacky Keung, Yan Xiao, Peichang Zhang, Xiao Yu, Xiaochun Cao
2024 J jnl
RITFIS: Robust input testing framework for LLMs-based intelligent software.
CoRR
Mingxuan Xiao, Yan Xiao, Hai Dong, Shunhui Ji, Pengcheng Zhang
2024 J jnl
Toward Stealthy Backdoor Attacks Against Speech Recognition via Elements of Sound.
IEEE Trans. Inf. Forensics Secur.
Hanbo Cai, Pengcheng Zhang, Hai Dong, Yan Xiao, Stefanos Koffas, Yiming Li
2024 J jnl
UniAda: Universal Adaptive Multiobjective Adversarial Attack for End-to-End Autonomous Driving Systems.
IEEE Trans. Reliab.
Jingyu Zhang, Jacky Wai Keung, Yan Xiao, Yihan Liao, Yishu Li, Xiaoxue Ma
2023 J jnl
A survey on smart contract vulnerabilities: Data sources, detection and repair.
Inf. Softw. Technol.
Hanting Chu, Pengcheng Zhang, Hai Dong, Yan Xiao, Shunhui Ji, Wenrui Li
2023 J jnl
BiAn: Smart Contract Source Code Obfuscation.
IEEE Trans. Software Eng.
Pengcheng Zhang, Qifan Yu, Yan Xiao, Hai Dong, Xiapu Luo, Xiao Wang, Meng Zhang
2023 J jnl
Empirical Study on Transformer-based Techniques for Software Engineering.
CoRR
Yan Xiao, Xinyue Zuo, Lei Xue, Kailong Wang, Jin Song Dong, Ivan Beschastnikh
2023 A* conf
LEAP: Efficient and Automated Test Method for NLP Software.
ASE
Mingxuan Xiao, Yan Xiao, Hai Dong, Shunhui Ji, Pengcheng Zhang
2023 J jnl
LEAP: Efficient and Automated Test Method for NLP Software.
CoRR
Mingxuan Xiao, Yan Xiao, Hai Dong, Shunhui Ji, Pengcheng Zhang
2023 J jnl
On the Significance of Category Prediction for Code-Comment Synchronization.
ACM Trans. Softw. Eng. Methodol.
Zhen Yang, Jacky Wai Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang
2023 J jnl
On the relative value of imbalanced learning for code smell detection.
Softw. Pract. Exp.
Fuyang Li, Kuan Zou, Jacky Wai Keung, Xiao Yu, Shuo Feng, Yan Xiao
2023 A conf
Ponzi Scheme Detection Based on Control Flow Graph Feature Extraction.
ICWS
Shunhui Ji, Congxiong Huang, Pengcheng Zhang, Hai Dong, Yan Xiao
2023 J jnl
Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of Sound.
CoRR
Hanbo Cai, Pengcheng Zhang, Hai Dong, Yan Xiao, Stefanos Koffas, Yiming Li
2022 J jnl
Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective.
CoRR
Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong
2022 C conf
Bytecode Obfuscation for Smart Contracts.
APSEC
Qifan Yu, Pengcheng Zhang, Hai Dong, Yan Xiao, Shunhui Ji
2022 J jnl
PBSM: Backdoor attack against Keyword spotting based on pitch boosting and sound masking.
CoRR
Hanbo Cai, Pengcheng Zhang, Hai Dong, Yan Xiao, Shunhui Ji
2022 J jnl
Predicting the precise number of software defects: Are we there yet?
Inf. Softw. Technol.
Xiao Yu, Jacky Keung, Yan Xiao, Shuo Feng, Fuyang Li, Heng Dai
2022 A* conf
Repairing Failure-inducing Inputs with Input Reflection.
ASE
Yan Xiao, Yun Lin, Ivan Beschastnikh, Changsheng Sun, David S. Rosenblum, Jin Song Dong
2022 J jnl
The impact of the distance metric and measure on SMOTE-based techniques in software defect prediction.
Inf. Softw. Technol.
Shuo Feng, Jacky Keung, Peichang Zhang, Yan Xiao, Miao Zhang
2022 J jnl
VSVC: Backdoor attack against Keyword Spotting based on Voiceprint Selection and Voice Conversion.
CoRR
Hanbo Cai, Pengcheng Zhang, Hai Dong, Yan Xiao, Shunhui Ji
2021 J jnl
COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction.
Inf. Softw. Technol.
Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Kwabena Ebo Bennin, Md. Alamgir Kabir, Miao Zhang
2021 J jnl
Evaluating the effects of similar-class combination on class integration test order generation.
Inf. Softw. Technol.
Miao Zhang, Jacky Wai Keung, Yan Xiao, Md. Alamgir Kabir
2021 J jnl
Generalizing Neural Networks by Reflecting Deviating Data in Production.
CoRR
Yan Xiao, Yun Lin, Ivan Beschastnikh, Changsheng Sun, David S. Rosenblum, Jin Song Dong
2021 J jnl
Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction.
Inf. Softw. Technol.
Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Miao Zhang
2021 B conf
ROCT: Radius-based Class Overlap Cleaning Technique to Alleviate the Class Overlap Problem in Software Defect Prediction.
COMPSAC
Shuo Feng, Jacky Keung, Jie Liu, Yan Xiao, Xiao Yu, Miao Zhang
2021 A* conf
Self-Checking Deep Neural Networks in Deployment.
ICSE
Yan Xiao, Ivan Beschastnikh, David S. Rosenblum, Changsheng Sun, Sebastian G. Elbaum, Yun Lin, Jin Song Dong
2021 J jnl
Self-Checking Deep Neural Networks in Deployment.
CoRR
Yan Xiao, Ivan Beschastnikh, David S. Rosenblum, Changsheng Sun, Sebastian G. Elbaum, Yun Lin, Jin Song Dong
2021 J jnl
The effectiveness of data augmentation in code readability classification.
Inf. Softw. Technol.
Qing Mi, Yan Xiao, Zhi Cai, Xibin Jia
2021 J jnl
Validating class integration test order generation systems with Metamorphic Testing.
Inf. Softw. Technol.
Miao Zhang, Jacky Wai Keung, Tsong Yueh Chen, Yan Xiao
2020 B conf
Smart Contracts Vulnerability Auditing with Multi-semantics.
COMPSAC
Zhen Yang, Jacky Keung, Miao Zhang, Yan Xiao, Yangyang Huang, Tik Hui
2019 — conf
A Heuristic Approach to Break Cycles for the Class Integration Test Order Generation.
COMPSAC (1)
Miao Zhang, Jacky Keung, Yan Xiao, Md. Alamgir Kabir, Shuo Feng
2019 J jnl
Improving bug localization with word embedding and enhanced convolutional neural networks.
Inf. Softw. Technol.
Yan Xiao, Jacky Keung, Kwabena Ebo Bennin, Qing Mi
2019 J jnl
Node-Constrained Traffic Engineering: Theory and Applications.
CoRR
George Trimponias, Yan Xiao, Xiaorui Wu, Hong Xu, Yanhui Geng
2019 J jnl
Node-Constrained Traffic Engineering: Theory and Applications.
IEEE/ACM Trans. Netw.
George Trimponias, Yan Xiao, Xiaorui Wu, Hong Xu, Yanhui Geng
2018 A conf
An Inception Architecture-Based Model for Improving Code Readability Classification.
EASE
Qing Mi, Jacky Keung, Yan Xiao, Solomon Mensah, Xiupei Mei
2018 A conf
Bug Localization with Semantic and Structural Features using Convolutional Neural Network and Cascade Forest.
EASE
Yan Xiao, Jacky Keung, Qing Mi, Kwabena Ebo Bennin
2018 C conf
Improving Bug Localization with Character-Level Convolutional Neural Network and Recurrent Neural Network.
APSEC
Yan Xiao, Jacky Keung
2018 J jnl
Improving code readability classification using convolutional neural networks.
Inf. Softw. Technol.
Qing Mi, Jacky Keung, Yan Xiao, Solomon Mensah, Yujin Gao
2018 J jnl
Machine translation-based bug localization technique for bridging lexical gap.
Inf. Softw. Technol.
Yan Xiao, Jacky Keung, Kwabena Ebo Bennin, Qing Mi
2017 C conf
Identifying Textual Features of High-Quality Questions: An Empirical Study on Stack Overflow.
APSEC
Qing Mi, Yujin Gao, Jacky Keung, Yan Xiao, Solomon Mensah
2017 C conf
Improving Bug Localization with an Enhanced Convolutional Neural Network.
APSEC
Yan Xiao, Jacky Keung, Qing Mi, Kwabena Ebo Bennin
2017 J jnl
On Traffic Engineering with Segment Routing in SDN based WANs.
CoRR
George Trimponias, Yan Xiao, Hong Xu, Xiaorui Wu, Yanhui Geng
2017 — conf
Using Eye Tracking Technology to Analyze the Impact of Stylistic Inconsistency on Code Readability.
QRS Companion
Qing Mi, Jacky Keung, Jianglin Huang, Yan Xiao
2016 J jnl
A New Symbolization and Distance Measure Based Anomaly Mining Approach for Hydrological Time Series.
Int. J. Web Serv. Res.
Pengcheng Zhang, Yan Xiao, Yuelong Zhu, Jun Feng, Dingsheng Wan, Wenrui Li, Hareton Leung
2015 — conf
Hydrological Big Data Prediction Based on Similarity Search and Improved BP Neural Network.
BigData Congress
Dingsheng Wan, Yan Xiao, Pengcheng Zhang, Hareton Leung
2014 — conf
Hydrological Time Series Anomaly Mining Based on Symbolization and Distance Measure.
BigData Congress
Dingsheng Wan, Yan Xiao, Pengcheng Zhang, Jun Feng, Yuelong Zhu, Qian Liu