AcLog: An Approach to Detecting Anomalies from System Logs with Active Learning. - Chiming Duan; Tong Jia; Ying Li 012; Gang Huang 001 (ICWS, 2023)

AFALog: A General Augmentation Framework for Log-based Anomaly Detection with Active Learning. - Chiming Duan; Tong Jia; Huaqian Cai; Ying Li 012; Gang Huang 001 (ISSRE, 2023)

LLMeLog: An Approach for Anomaly Detection based on LLM-enriched Log Events. - Minghua He; Tong Jia; Chiming Duan; Huaqian Cai; Ying Li 012; Gang Huang 001 (ISSRE, 2024)

LogCAE: An Approach for Log-based Anomaly Detection with Active Learning and Contrastive Learning. - Pei Xiao 007; Tong Jia; Chiming Duan; Huaqian Cai; Ying Li 012; Gang Huang 001 (ISSRE, 2024)

SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction. - Chiming Duan; Fangkai Yang; Pu Zhao 004; Lingling Zheng; Yash Dagli; Yudong Liu; Qingwei Lin; Dongmei Zhang 001 (WWW (Companion Volume), 2024)

EagerLog: Active Learning Enhanced Retrieval Augmented Generation for Log-based Anomaly Detection. - Chiming Duan; Tong Jia; Yong Yang; Guiyang Liu; Jinbu Liu; Huxing Zhang; Qi Zhou; Ying Li 012; Gang Huang 001 (ICASSP, 2025)

Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data Fusion. - Chiming Duan; Yong Yang; Tong Jia; Guiyang Liu; Jinbu Liu; Huxing Zhang; Qi Zhou; Ying Li; Gang Huang (ICSE, 2025)

Weakly-Supervised Log-Based Anomaly Detection with Inexact Labels via Multi-Instance Learning. - Minghua He; Tong Jia; Chiming Duan; Huaqian Cai; Ying Li 012; Gang Huang 001 (ICSE, 2025)

CLSLog: Collaborating Large and Small Models for Log-based Anomaly Detection. - Pei Xiao 007; Tong Jia; Chiming Duan; Minghua He; Weijie Hong; Xixuan Yang; Yihan Wu; Ying Li 012; Gang Huang 001 (SIGSOFT FSE Companion, 2025)

AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents. - Lingzhe Zhang; Yunpeng Zhai; Tong Jia; Xiaosong Huang; Chiming Duan; Ying Li 012 (SIGSOFT FSE Companion, 2025)

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis. - Xixuan Yang; Xin Huang 006; Chiming Duan; Tong Jia; Shandong Dong; Ying Li 012; Gang Huang 001 (WWW (Companion Volume), 2025)

ThinkFL: Self-Refining Failure Localization for Microservice Systems via Reinforcement Fine-Tuning. - Lingzhe Zhang; Yunpeng Zhai; Tong Jia; Chiming Duan; Siyu Yu; Jinyang Gao; Bolin Ding; Zhonghai Wu; Ying Li 012 (CoRR, 2025)

A Survey on Parallel Text Generation: From Parallel Decoding to Diffusion Language Models. - Lingzhe Zhang; Liancheng Fang; Chiming Duan; Minghua He; Leyi Pan; Pei Xiao; Shiyu Huang 001; Yunpeng Zhai; Xuming Hu; Philip S. Yu; Aiwei Liu (CoRR, 2025)