Xiaoli Lian

54 papers A* 5A 6C 3Journal 35Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated Code.
IEEE Trans. Software Eng.
Fang Liu, Yang Liu, Lin Shi, Zhen Yang, Li Zhang, Xiaoli Lian, Zhongqi Li, Yuchi Ma
2026 J jnl
Uncertainty and Fairness Awareness in LLM-Based Recommendation Systems.
CoRR
Chandan Kumar Sah, Xiaoli Lian, Li Zhang, Tony Xu, Syed Shazaib Shah
2025 J jnl
Advancing Autonomous Vehicle Intelligence: Deep Learning and Multimodal LLM for Traffic Sign Recognition and Robust Lane Detection.
CoRR
Chandan Kumar Sah, Ankit Kumar Shaw, Xiaoli Lian, Arsalan Shahid Baig, Tuopu Wen, Kun Jiang, Mengmeng Yang, Diange Yang
2025 J jnl
Aligning Academia with Industry: An Empirical Study of Industrial Needs and Academic Capabilities in AI-Driven Software Engineering.
CoRR
Hang Yu, Yuzhou Lai, Li Zhang, Xiaoli Lian, Fang Liu, Yanrui Dong, Ting Zhang, Zhi Jin, David Lo
2025 J jnl
An Empirical Study on Failures in Automated Issue Solving.
CoRR
Simiao Liu, Fang Liu, Liehao Li, Xin Tan, Yinghao Zhu, Xiaoli Lian, Li Zhang
2025 A* conf
AutoPLC: Generating Vendor-Aware Structured Text for Programmable Logic Controllers.
ASE
Donghao Yang, Aolang Wu, Tianyi Zhang, Li Zhang, Xiaoli Lian, Fang Liu, Yuming Ren, Jiaji Tian, Xiaoyin Che
2025 — conf
CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates.
CVPR Workshops
Ankit Kumar Shaw, Kun Jiang, Tuopu Wen, Chandan Kumar Sah, Yining Shi, Mengmeng Yang, Diange Yang, Xiaoli Lian
2025 J jnl
CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates.
CoRR
Ankit Kumar Shaw, Kun Jiang, Tuopu Wen, Chandan Kumar Sah, Yining Shi, Mengmeng Yang, Diange Yang, Xiaoli Lian
2025 J jnl
CodeSwift: Accelerating LLM Inference for Efficient Code Generation.
CoRR
Qianhui Zhao, Li Zhang, Fang Liu, Xiaoli Lian, Qiaoyuanhe Meng, Ziqian Jiao, Zetong Zhou, Borui Zhang, Runlin Guo, Jia Li
2025 J jnl
Deep learning-based software engineering: progress, challenges, and opportunities.
Sci. China Inf. Sci.
Xiangping Chen, Xing Hu, Yuan Huang, He Jiang, Weixing Ji, Yanjie Jiang, Yanyan Jiang, Bo Liu, Hui Liu, Xiaochen Li, Xiaoli Lian, Guozhu Meng, Xin Peng, Hailong Sun, Lin Shi, Bo Wang, Chong Wang, Jiayi Wang, Tiantian Wang, Jifeng Xuan, Xin Xia, Yibiao Yang, Yixin Yang, Li Zhang, Yuming Zhou, Lu Zhang
2025 A* conf
EfficientEdit: Accelerating Code Editing via Edit-Oriented Speculative Decoding.
ASE
Peiding Wang, Li Zhang, Fang Liu, Yinghao Zhu, Wang Xu, Lin Shi, Xiaoli Lian, Minxiao Li, Bo Shen, An Fu
2025 J jnl
FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness.
CoRR
Chandan Kumar Sah, Xiaoli Lian, Tony Xu, Li Zhang
2025 A* conf
FastCoder: Accelerating Repository-level Code Generation via Efficient Retrieval and Verification.
ASE
Qianhui Zhao, Li Zhang, Fang Liu, Xiaoli Lian, Qiaoyuanhe Meng, Ziqian Jiao, Zetong Zhou, Jia Li, Lin Shi
2025 J jnl
Incorporating Verification Standards for Security Requirements Generation from Functional Specifications.
CoRR
Xiaoli Lian, Shuaisong Wang, Hanyu Zou, Fang Liu, Jiajun Wu, Li Zhang
2025 J jnl
Incorporating Verification Standards for Security Requirements Generation from Functional Specifications.
Proc. ACM Softw. Eng.
Xiaoli Lian, Shuaisong Wang, Hanyu Zou, Fang Liu, Jiajun Wu, Li Zhang
2025 J jnl
Reuse or Generate? Accelerating Code Editing via Edit-Oriented Speculative Decoding.
CoRR
Peiding Wang, Li Zhang, Fang Liu, Yinghao Zhu, Wang Xu, Lin Shi, Xiaoli Lian, Minxiao Li, Bo Shen, An Fu
2025 J jnl
Revolutionizing Newcomers' Onboarding Process in OSS Communities: The Future AI Mentor.
CoRR
Xin Tan, Xiao Long, Yinghao Zhu, Lin Shi, Xiaoli Lian, Li Zhang
2025 J jnl
Revolutionizing Newcomers' Onboarding Process in OSS Communities: The Future AI Mentor.
Proc. ACM Softw. Eng.
Xin Tan, Xiao Long, Yinghao Zhu, Lin Shi, Xiaoli Lian, Li Zhang
2025 — conf
SafeRoute: Enhancing Traffic Scene Understanding via a Unified Deep Learning and Multimodal LLM.
ICCVW
Ankit Kumar Shaw, Chandan Kumar Sah, Xiaoli Lian, Arsalan Shahid Baig, Tuopu Wen, Kun Jiang, Mengmeng Yang, Diange Yang, Li Zhang
2025 J jnl
SecureReviewer: Enhancing Large Language Models for Secure Code Review through Secure-aware Fine-tuning.
CoRR
Fang Liu, Simiao Liu, Yinghao Zhu, Xiaoli Lian, Li Zhang
2025 J jnl
Towards Realistic Project-Level Code Generation via Multi-Agent Collaboration and Semantic Architecture Modeling.
CoRR
Qianhui Zhao, Li Zhang, Fang Liu, Junhang Cheng, Chengru Wu, Junchen Ai, Qiaoyuanhe Meng, Lichen Zhang, Xiaoli Lian, Shubin Song, Yuanping Guo
2025 J jnl
Vision to Specification: Automating the Transition from Conceptual Features to Functional Requirements.
CoRR
Xiaoli Lian, Jiajun Wu, Xiaoyun Gao, Shuaisong Wang, Li Zhang
2024 J jnl
A Multi-Agent Framework for Extensible Structured Text Generation in PLCs.
CoRR
Donghao Yang, Aolang Wu, Tianyi Zhang, Li Zhang, Fang Liu, Xiaoli Lian, Yuming Ren, Jiaji Tian
2024 J jnl
A Novel Approach for Automated Design Information Mining from Issue Logs.
CoRR
Jiuang Zhao, Zitian Yang, Li Zhang, Xiaoli Lian, Donghao Yang
2024 J jnl
CDTC: Automatically establishing the trace links between class diagrams in design phase and source code.
Softw. Pract. Exp.
Fangwei Chen, Li Zhang, Xiaoli Lian
2024 J jnl
DRIP: Segmenting individual requirements from software requirement documents.
Softw. Pract. Exp.
Ziyan Zhao, Li Zhang, Xiaoli Lian, Heyang Lv
2024 A* conf
DRMiner: Extracting Latent Design Rationale from Jira Issue Logs.
ASE
Jiuang Zhao, Zitian Yang, Li Zhang, Xiaoli Lian, Donghao Yang, Xin Tan
2024 J jnl
Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities.
CoRR
Xiangping Chen, Xing Hu, Yuan Huang, He Jiang, Weixing Ji, Yanjie Jiang, Yanyan Jiang, Bo Liu, Hui Liu, Xiaochen Li, Xiaoli Lian, Guozhu Meng, Xin Peng, Hailong Sun, Lin Shi, Bo Wang, Chong Wang, Jiayi Wang, Tiantian Wang, Jifeng Xuan, Xin Xia, Yibiao Yang, Yixin Yang, Li Zhang, Yuming Zhou, Lu Zhang
2024 A* conf
Enhancing Automated Program Repair with Solution Design.
ASE
Jiuang Zhao, Donghao Yang, Li Zhang, Xiaoli Lian, Zitian Yang, Fang Liu
2024 J jnl
Enhancing LLM-Based Automated Program Repair with Design Rationales.
CoRR
Jiuang Zhao, Donghao Yang, Li Zhang, Xiaoli Lian, Zitian Yang
2024 — conf
Imperfect Code Generation: Uncovering Weaknesses in Automatic Code Generation by Large Language Models.
ICSE Companion
Xiaoli Lian, Shuaisong Wang, Jieping Ma, Xin Tan, Fang Liu, Lin Shi, Cuiyun Gao, Li Zhang
2024 — conf
Navigating the AI Frontier: A Critical Literature Review on Integrating Artificial Intelligence into Software Engineering Education.
CSEE&T
Chandan Kumar Sah, Xiaoli Lian, Muhammad Mirajul Islam, Md. Kamrul Islam
2024 A conf
ReqCompletion: Domain-Enhanced Automatic Completion for Software Requirements.
RE
Xiaoli Lian, Jieping Ma, Heyang Lv, Li Zhang
2024 J jnl
Uncovering Weaknesses in Neural Code Generation.
CoRR
Xiaoli Lian, Shuaisong Wang, Jieping Ma, Fang Liu, Xin Tan, Li Zhang, Lin Shi, Cuiyun Gao
2024 J jnl
Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems.
CoRR
Chandan Kumar Sah, Xiaoli Lian, Muhammad Mirajul Islam
2024 J jnl
Usefulness of open domain model for identifying missing software requirements concepts.
Softw. Pract. Exp.
Ziyan Zhao, Li Zhang, Xiaoli Lian
2024 J jnl
WiAi-ID: Wi-Fi-Based Domain Adaptation for Appearance-Independent Passive Person Identification.
IEEE Internet Things J.
Ying Liang, Wenjie Wu, Haobo Li, Feng Han, Zhengqi Liu, Pengfei Xu, Xiaoli Lian, Xiaojiang Chen
2022 J jnl
A Preliminary Study on the Potential Usefulness of Open Domain Model for Missing Software Requirements Recommendation.
CoRR
Ziyan Zhao, Li Zhang, Xiaoli Lian
2022 J jnl
Automated Generating Natural Language Requirements based on Domain Ontology.
CoRR
Ziyan Zhao, Li Zhang, Xiaoyun Gao, Xiaoli Lian, Heyang Lv, Lin Shi
2022 J jnl
Automatically recognizing the semantic elements from UML class diagram images.
J. Syst. Softw.
Fangwei Chen, Li Zhang, Xiaoli Lian, Nan Niu
2021 J jnl
A systematic gray literature review: The technologies and concerns of microservice application programming interfaces.
Softw. Pract. Exp.
Fangwei Chen, Li Zhang, Xiaoli Lian
2021 J jnl
Automatically detecting the conflicts between software requirements based on finer semantic analysis.
CoRR
Weize Guo, Li Zhang, Xiaoli Lian
2021 A conf
Putting software requirements under the microscope: automated extraction of their semantic elements.
RE
Weize Guo, Li Zhang, Xiaoli Lian
2021 A conf
What can Open Domain Model Tell Us about the Missing Software Requirements: A Preliminary Study.
RE
Ziyan Zhao, Li Zhang, Xiaoli Lian
2020 J jnl
A document-structure-based complex network model for extracting text keywords.
Scientometrics
Yijun Liu, Li Zhang, Xiaoli Lian
2020 C conf
An improved mapping method for automated consistency check between software architecture and source code.
QRS
Fangwei Chen, Li Zhang, Xiaoli Lian
2020 J jnl
Assisting engineers extracting requirements on components from domain documents.
Inf. Softw. Technol.
Xiaoli Lian, Wenchuang Liu, Li Zhang
2018 J jnl
An approach for optimized feature selection in large-scale software product lines.
J. Syst. Softw.
Xiaoli Lian, Li Zhang, Jing Jiang, William Goss
2017 A conf
Mining Associations Between Quality Concerns and Functional Requirements.
RE
Xiaoli Lian, Jane Cleland-Huang, Li Zhang
2016 C conf
Long-Term Active Integrator Prediction in the Evaluation of Code Contributions.
SEKE
Jing Jiang, Fuli Feng, Xiaoli Lian, Li Zhang
2016 A conf
Mining Requirements Knowledge from Collections of Domain Documents.
RE
Xiaoli Lian, Mona Rahimi, Jane Cleland-Huang, Li Zhang, Remo Ferrai, Michael Smith
2015 — conf
Leveraging Traceability to Reveal the Tapestry of Quality Concerns in Source Code.
SST@ICSE
Xiaoli Lian, Ahmed Fakhry, Li Zhang, Jane Cleland-Huang
2015 A conf
Optimized feature selection towards functional and non-functional requirements in Software Product Lines.
SANER
Xiaoli Lian, Li Zhang
2014 C conf
An Evolutionary Methodology for Optimized Feature Selection in Software Product Lines.
SEKE
Xiaoli Lian, Li Zhang