Get started
Author

Tong Jia

Observed names: Jia, Tong, jia, tong
ORCID: 0000-0002-5946-9829
Observed ORCID: 0000-0002-5946-9829
OpenAlex ID: A5069358025
A Survey of AIOps in the Era of Large Language Models
2025 · Lingzhe Zhang, Tong Jia, et al. · ACM Computing Surveys · 103
PDF
LLMeLog: An Approach for Anomaly Detection based on LLM-enriched Log Events
2024 · Minghua He, Tong Jia, et al. · Proceedings/Proceedings - International Symposium on Software Reliability Engineering · 52
MetaLog: Generalizable Cross-System Anomaly Detection from Logs with Meta-Learning
2024 · Chenyangguang Zhang, Tong Jia, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 52
PDF
Multivariate Log-based Anomaly Detection for Distributed Database
2024 · Lingzhe Zhang, Tong Jia, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 31
PDF
AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents
2025 · Lingzhe Zhang, Yunpeng Zhai, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 29
PDF
UAC-AD: Unsupervised Adversarial Contrastive Learning for Anomaly Detection on Multi-Modal Data in Microservice Systems
2024 · Hongyi Liu, Xiaosong Huang, et al. · IEEE Transactions on Services Computing · 29
Characterizing Job Microarchitectural Profiles at Scale: Dataset and Analysis
2022 · Kangjin Wang, Ying Li, et al. · Proceedings of the International Conference on Parallel Processing · 29
PDF
Adaptive Root Cause Localization for Microservice Systems with Multi-Agent Recursion-of-Thought
2025 · Zhang, Lingzhe, Jia, Tong, et al. · arXiv (Cornell University) · 23
PDF
EagerLog: Active Learning Enhanced Retrieval Augmented Generation for Log-based Anomaly Detection
2025 · Chiming Duan, Tong Jia, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 16
Hypothesize-Then-Verify: Speculative Root Cause Analysis for Microservices with Pathwise Parallelism
2026 · Lingzhe Zhang, Tong Jia, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 15
Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in Microservices
2026 · Lingzhe Zhang, Tong Jia, et al. · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) · 15
ORA: Job Runtime Prediction for High-Performance Computing Platforms Using the Online Retrieval-Augmented Language Model
2025 · Hongyi Liu, Yinping Ma, et al. · International Conference on Supercomputing · 15
PDF
Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data Fusion
2025 · Chiming Duan, Yong Yang, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 15
LogCAE: An Approach for Log-based Anomaly Detection with Active Learning and Contrastive Learning
2024 · Pei Xiao, Tong Jia, et al. · Proceedings/Proceedings - International Symposium on Software Reliability Engineering · 14
Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study
2024 · Lingzhe Zhang, Tong Jia, et al. · Proceedings of the ... ACM-IEEE International Symposium on Empirical Software Engineering and Measurement/International Symposium on Empirical Software Engineering and Measurement · 13
PDF
Towards Close-to-Zero Runtime Collection Overhead: Raft-Based Anomaly Diagnosis on System Faults for Distributed Storage System
2024 · Lingzhe Zhang, Tong Jia, et al. · IEEE Transactions on Services Computing · 12
Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis
2025 · Xixuan Yang, Xin Huang, et al. · International World Wide Web Conference (WWW) · 11
PDF
Hilogx: noise-aware log-based anomaly detection with human feedback
2024 · Tong Jia, Ying Li, et al. · The VLDB Journal · 11
Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable?
2025 · Minghua He, Tong Jia, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 10
PDF
United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning
2025 · Minghua He, Chiming Duan, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 10
PDF
From Few-Label to Zero-Label: An Approach for Cross-System Log-Based Anomaly Detection with Meta-Learning
2025 · Xinlong Zhao, Tong Jia, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 9
PDF
LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog)
2025 · Zhang, Lingzhe, Jia, Tong, et al. · arXiv (Cornell University) · 9
PDF
LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation
2025 · Chiming Duan, Minghua He, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 8
PDF
E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-Tuning
2026 · Lingzhe Zhang, Yunpeng Zhai, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 7
Efficient Failure Management for Multi-Agent Systems with Reasoning Trace Representation
2026 · Lingzhe Zhang, Tong Jia, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 7
Works count: 55
Citation count: 605
H-index: 14
I10-index: 20
Year
Topic
Type