AIOps: Identify, localize and analyze faults/anomalies in large cloud systems.
Knowledge Graph: Acquire structured information from natural language and conduct knowledge inference.
NEWS
[2023/01/22] Our paper "CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm" has been accepted by 2023 EACL Findings.
[2022/12/10] Our paper "SemParser: A Semantic Parser for Log Analytics" has been accepted by 2023 ICSE Technical Track.
[2022/10/19] Our paper "LogVM: Variable Semantics Miner for Log Messages" has been accepted by 2022 ISSRE Fast Abstract.
Publication
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm[PDF] Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth. EACL Findings, 2023
SemParser: A Semantic Parser for Log Analytics[PDF] Yintong Huo, Yuxin Su, Baitong Li, Michael R. Lyu. Proceedings of 44th International Conference on Software Engineering (ICSE), 2023
LogVM: Variable Semantics Miner for Log Messages [PDF] Yintong Huo, Yuxin Su, Michael R. Lyu. Proceedings of 33rd International Symposium on Software Reliability Engineering (ISSRE), 2022
LogPAI: An Open-Source Project for Automated Log Analysis [Project][Announcement] Pinjia He, Jieming Zhu, Shilin He, Zhuangbin Chen, Jinyang Liu, Yintong Huo, Yuxin Su, Zibin Zheng and Michael R. Lyu. IEEE SERVICES 2022 - IEEE Open Software Services Awards
ARCLIN: Automated API Mention Resolution for Unformatted Texts [PDF] Yintong Huo, Yuxin Su, Hongming Zhang, Michael R. Lyu. Proceedings of 44th International Conference on Software Engineering (ICSE), 2022.
SemParser: A Semantic Parser for Log Analysis [PDF] Yintong Huo, Yuxin Su, Baitong Li, Michael R. Lyu. arXiv preprint, 2021.
Learning Contextual Causality Between Daily Events From Time-Consecutive Images [PDF] Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Causality in Vision Workshop), 2021.
Experience
2020.10 - 2021.09, Research Intern. Huawei Cloud BU@CUHK Lab.