2025

Unseen Horizons: Unveiling the Real Capability of LLM Code Generation Beyond the Familiar
ICSE 2025
Yuanliang Zhang, Yifan Xie, Shanshan Li, Ke Liu, Chong Wang, Zhouyang Jia, Xiangbing Huang, Jie Song, Chaopeng Luo, Zhizheng Zheng, Rulin Xu, Yitong Liu, Si Zheng, and Xiangke Liao
Paper | Code | Slides

Thanos: DBMS Bug Detection via Storage Engine Rotation Based Differential Testing
ICSE 2025
Ying Fu, Zhiyong Wu, Yuanliang Zhang, Jie Liang, Jingzhou Fu, Yu Jiang, Shanshan Li and Xiangke Liao
Paper | Code | Slides

基础软件性能缺陷检测研究综述
计算机学报
何浩辰, 李姗姗, 贾周阳, 姚懿恒, 张元良, 王戟, 廖湘科
Paper

2024

Who is in Charge here? Understanding How Runtime Configuration Affects Software along with Variables&Constants
APSEC 2024
Chaopeng Luo, Yuanliang Zhang (co-first), Haochen He, Zhouyang Jia, Teng Wang, Shulin Zhou, Si Zheng, Shanshan Li
Paper | Code | Slides
Distinguished Paper Award (PDF)

At Which Training Stage Does Code Data Help LLMs Reasoning?
ICLR 2024
Yingwei Ma, Yue Liu, Yue Yu, Yuanliang Zhang, Yu Jiang, Changjian Wang, Shanshan Li
Paper | Code | Slides

Accelerating Static Null Pointer Dereference Detection with Parallel Computing
Internetware 2024
Rulin Xu, Luohui Chen, Ruyi Zhang, Yuanliang Zhang, Wei Xiao, Haifang Zhou, Xiaoguang Mao
Paper

LatVision: Modeling and Predicting Persisting Tail Latency in SSDs
HPCC 2024
Linxiao Bai, Zhijie Jiang, Yuanliang Zhang, Haoran Liu, Xiangbing Huang, Bin Lin
Paper

2023

Towards Better Multilingual Code Search through Cross-Lingual Contrastive Learning
Internetware 2023
Xiangbing Huang, Yingwei Ma, Haifang Zhou, Zhijie Jiang, Yuanliang Zhang, Teng Wang, Shanshan Li
Paper | Code

WMWatcher: Preventing Workload-Related Misconfigurations in Production Environment
APSEC 2023
Shulin Zhou, Zhijie Jiang, Shanshan Li, Xiaodong Liu, Zhouyang Jia, Yuanliang Zhang, Jun Ma, Haibo Mi
Paper

2022

Clone-based code method usage pattern mining
ICPC 2022
Zhipeng Xue, Yuanliang Zhang (co-first), Rulin Xu
Paper

2021

An Evolutionary Study of Configuration Design and Implementation in Cloud Systems
ICSE 2021
Yuanliang Zhang, Haochen He, Owolabi Legunsen, Shanshan Li, Wei Dong, Tianyin Xu
Paper | Code | Slides

Challenges and opportunities: an in-depth empirical study on configuration error injection testing
ISSTA 2021
Wang Li, Zhouyang Jia, Shanshan Li, Yuanliang Zhang, Teng Wang, Erci Xu, Ji Wang, Xiangke Liao
Paper | Code | Slides

Confinlog: Leveraging software logs to infer configuration constraints
ICPC 2021
Shulin Zhou, Xiaodong Liu, Shanshan Li, Zhouyang Jia, Yuanliang Zhang, Teng Wang, Wang Li, Xiangke Liao
Paper | Code | Slides
Distinguished Paper Honorable Mention (PDF)

Deep Understanding of Runtime Configuration Intention
IJSEKE 2021
Chenglong Zhou, Haoran Liu, Yuanliang Zhang, Zhipeng Xue, Qing Liao, JinJing Zhao, Ji Wang
Paper | Code