| 2025 | CVPR | CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates. | Ankit Kumar Shaw, Kun Jiang, Tuopu Wen, Chandan Kumar Sah, Yining Shi, Mengmeng Yang, Diange Yang, Xiaoli Lian |
| 2025 | ICCV | SafeRoute: Enhancing Traffic Scene Understanding via a Unified Deep Learning and Multimodal LLM. | Ankit Kumar Shaw, Chandan Kumar Sah, Xiaoli Lian, Arsalan Shahid Baig, Tuopu Wen, Kun Jiang, Mengmeng Yang, Diange Yang, Li Zhang |
| 2024 | ICSE | Imperfect Code Generation: Uncovering Weaknesses in Automatic Code Generation by Large Language Models. | Xiaoli Lian, Shuaisong Wang, Jieping Ma, Xin Tan, Fang Liu, Lin Shi, Cuiyun Gao, Li Zhang |
| 2024 | RE | ReqCompletion: Domain-Enhanced Automatic Completion for Software Requirements. | Xiaoli Lian, Jieping Ma, Heyang Lv, Li Zhang |
| 2021 | RE | Putting software requirements under the microscope: automated extraction of their semantic elements. | Weize Guo, Li Zhang, Xiaoli Lian |
| 2021 | RE | What can Open Domain Model Tell Us about the Missing Software Requirements: A Preliminary Study. | Ziyan Zhao, Li Zhang, Xiaoli Lian |
| 2020 | QRS | An improved mapping method for automated consistency check between software architecture and source code. | Fangwei Chen, Li Zhang, Xiaoli Lian |
| 2017 | RE | Mining Associations Between Quality Concerns and Functional Requirements. | Xiaoli Lian, Jane Cleland-Huang, Li Zhang |
| 2016 | RE | Mining Requirements Knowledge from Collections of Domain Documents. | Xiaoli Lian, Mona Rahimi, Jane Cleland-Huang, Li Zhang, Remo Ferrai, Michael Smith |
| 2016 | SEKE | Long-Term Active Integrator Prediction in the Evaluation of Code Contributions. | Jing Jiang, Fuli Feng, Xiaoli Lian, Li Zhang |
| 2015 | ICSE | Leveraging Traceability to Reveal the Tapestry of Quality Concerns in Source Code. | Xiaoli Lian, Ahmed Fakhry, Li Zhang, Jane Cleland-Huang |
| 2014 | SEKE | An Evolutionary Methodology for Optimized Feature Selection in Software Product Lines. | Xiaoli Lian, Li Zhang |