ShellGPT: Generative Pre-trained Transformer Model for Shell Language Understanding. - Jie Shi 010; Sihang Jiang; Bo Xu 023; Jiaqing Liang; Yanghua Xiao; Wei Wang 009 (ISSRE, 2023)

Small Language Model Can Self-Correct. - Haixia Han; Jiaqing Liang; Jie Shi 010; Qianyu He; Yanghua Xiao (AAAI, 2024)

High-precision Online Log Parsing with Large Language Models. - Xiaolei Chen 001; Jie Shi 010; Jia Chen 037; Peng Wang 027; Wei Wang 009 (ICSE Companion, 2024)

Large Language Model Can Continue Evolving From Mistakes. - Haokun Zhao; Haixia Han; Jie Shi 010; Chengyu Du; Jiaqing Liang; Yanghua Xiao (CoRR, 2024)

Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience. - Haixia Han; Tingyun Li; Shisong Chen; Jie Shi 010; Chengyu Du; Yanghua Xiao; Jiaqing Liang; Xin Lin 001 (CoRR, 2024)

CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes. - Haokun Zhao; Jinyi Han; Jie Shi 010; Chengyu Du; Jiaqing Liang; Yanghua Xiao; Weikang Zhou; Zeye Sun; Fei Yu (CIKM, 2025)

Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema. - Jie Shi 010; Bo Xu 023; Jiaqing Liang; Yanghua Xiao; Jia Chen 037; Chenhao Xie 002; Peng Wang 027; Wei Wang 009 (COLING, 2025)

Log Parsing with LLMs Featuring Self-reflection and Continuous Refining. - Xiaolei Chen 001; Jia Chen 037; Jie Shi 010; Peng Wang 027; Wei Wang 009 (DASFAA (6), 2025)

Skeletons Matter: Dynamic Data Augmentation for Text-to-Query. - Yuchen Ji; Bo Xu 023; Jie Shi 010; Jiaqing Liang; Deqing Yang; Yu Mao; Hai Chen; Yanghua Xiao (EMNLP, 2025)

Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL. - Jie Shi 010; Xi Cao; Bo Xu 023; Jiaqing Liang; Yanghua Xiao; Jia Chen 037; Peng Wang 027; Wei Wang 009 (EMNLP, 2025)

VOCE: A Virtual On-Call Engineer for Automated Alert Incident Analysis Using a Large Language Model. - Jia Chen 037; Xiaolei Chen 001; Jie Shi 010; Peng Wang 027; Wei Wang 009 (FASE, 2025)

Alert Summarization for Online Service Systems by Validating Propagation Paths of Faults. - Jia Chen 037; Yuang He; Peng Wang 027; Xiaolei Chen 001; Jie Shi 010; Wei Wang 009 (Proc. ACM Softw. Eng., 2025)

Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation. - Jinyi Han; Tingyun Li; Shisong Chen; Jie Shi 010; Xinyi Wang; Guanglei Yue; Jiaqing Liang; Xin Lin 001; Liqian Wen; Zulong Chen; Yanghua Xiao (CoRR, 2025)

InsLogicBench: An Argumentation Logic Grounded Benchmark for Complex Insurance Claims Adjudication. - Jin Liu; Yunpeng Liu; Keyi Wang; Jie Shi 010; Xiao Xu; Wenkang Huang; Xingzhong Xu; Xin Liang; Yanghua Xiao (ACL (1), 2026)