2026 Jian-Guang Lou: Engineering and Technology Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Engineering and Technology	39	7594	7326	2086	1935	174	7710

Overview

Jian-Guang Lou is affiliated with Microsoft in the United States and works primarily in the field of Computer Science, with a strong focus on Artificial Intelligence. Their research portfolio includes activities in subfields such as Computer Vision and Pattern Recognition, Information Systems, Software, and Materials Chemistry.

The scientist's work spans several main topics including:

Topic Modeling
Natural Language Processing Techniques
Software Engineering Research
Multimodal Machine Learning Applications
Speech and Dialogue Systems
Machine Learning in Materials Science
Software System Performance and Reliability

Jian-Guang Lou has contributed to numerous peer-reviewed papers published across various academic venues. Some notable recent publications include:

"TAPEX: Table Pre-training via Learning a Neural SQL Executor," 2021, arXiv (Cornell University)
"CodeT: Code Generation with Generated Tests," 2022, arXiv (Cornell University)
"CERT: Continual Pre-training on Sketches for Library-oriented Code Generation," 2022, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence
"Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics," 2020, IEEE Transactions on Visualization and Computer Graphics
"HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation," 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

The primary venues where Jian-Guang Lou's work appears frequently include:

arXiv (Cornell University)
Zenodo (CERN European Organization for Nuclear Research)
Proceedings of the AAAI Conference on Artificial Intelligence
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
IEEE Transactions on Visualization and Computer Graphics

Collaborative research is a significant aspect of Jian-Guang Lou's career. Common coauthors are:

Zeqi Lin
Dongmei Zhang
Bei Chen
Weizhu Chen
Jiaqi Guo

The extent of Jian-Guang Lou's publication record in Artificial Intelligence and related Computer Science fields indicates a sustained research effort in software engineering, machine learning methods, including natural language processing and multimodal applications. Their work also touches on specific applied areas such as machine learning for materials science and system performance reliability.

Best Publications

Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis

Qiang Fu;Jian-Guang Lou;Yi Wang;Jiang Li

667
Citations
Robust log-based anomaly detection on unstable log data

Xu Zhang;Yong Xu;Qingwei Lin;Bo Qiao

609
Citations
Log clustering based problem identification for online service systems

Qingwei Lin;Hongyu Zhang;Jian-Guang Lou;Yu Zhang

448
Citations
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

Jiaqi Guo;Zecheng Zhan;Yan Gao;Yan Xiao

388
Citations
Principal axis-based correspondence between multiple cameras for people tracking

Weiming Hu;Min Hu;Xue Zhou;Tieniu Tan

379
Citations
Mining invariants from console logs for system problem detection

Jian-Guang Lou;Qiang Fu;Shengqi Yang;Ye Xu

306
Citations
CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E)

Fei Lv;Hongyu Zhang;Jian-guang Lou;Shaowei Wang

290
Citations
Where do developers log? an empirical study on logging practices in industry

Qiang Fu;Jieming Zhu;Wenlu Hu;Jian-Guang Lou

256
Citations
3-D model-based vehicle tracking

Jianguang Lou;Tieniu Tan;Weiming Hu;Hao Yang

201
Citations
Identifying impactful service system problems via log analysis

Shilin He;Qingwei Lin;Jian-Guang Lou;Hongyu Zhang

186
Citations
A real-time interactive multi-view video system

Jian-Guang Lou;Hua Cai;Jiang Li

181
Citations
You Impress Me: Dialogue Generation via Mutual Persona Perception

Qian Liu;Yihong Chen;Bei Chen;Jian-Guang Lou

166
Citations
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct

Unknown

137
Citations
Mining program workflow from interleaved traces

Jian-Guang Lou;Qiang Fu;Shengqi Yang;Jiang Li

124
Citations
Correlating events with time series for incident diagnosis

Chen Luo;Jian-Guang Lou;Qingwei Lin;Qiang Fu

121
Citations
Software Analytics in Practice

Dongmei Zhang;Shi Han;Yingnong Dang;Jian-Guang Lou

114
Citations
Peer-to-peer aided live video sharing system

Yusuo Hu;Chong Luo;Jian Tang;Jian-Guang Lou

108
Citations
Mining dependency in distributed systems through unstructured logs analysis

Jian-Guang Lou;Qiang Fu;Yi Wang;Jiang Li

108
Citations
Predicting Node failure in cloud service systems

Qingwei Lin;Ken Hsieh;Yingnong Dang;Hongyu Zhang

105
Citations
Large Language Models Meet NL2Code: A Survey

Unknown

100
Citations
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition

Hui Chen;Zijia Lin;Guiguang Ding;Jianguang Lou

97
Citations
A system and method for client services for interactive multi-view video

Hua Cai;Jianguang Lou;Jiang Li;Yihua Xu

96
Citations
Log 2 : a cost-aware logging mechanism for performance diagnosis

Rui Ding;Hucheng Zhou;Jian-Guang Lou;Hongyu Zhang

95
Citations
Improving Service Availability of Cloud Systems by Predicting Disk Error.

Yong Xu;Kaixin Sui;Randolph Yao;Hongyu Zhang

93
Citations