Tao Qian
WUHAN UNIVERSITY OF TECHNOLOGY
Tao Qian 陶倩
M.S. Student in Computer Technology
School of Artificial Intelligence
Junwei Zhou Research Group
About
I am an M.S. student in Computer Technology at the School of Artificial Intelligence, Wuhan University of Technology, and a member of the Junwei Zhou Research Group. I received my B.Eng. in Information Security from the School of Cyberspace Security at Hainan University.
My research connects model development, systems engineering, and real-world applications. I am currently interested in multimodal fine-grained diagnosis, root cause analysis for dynamic microservices, large language model fine-tuning and evaluation, and data intelligence for logistics and education.
Research Areas
Multimodal Large Models
Understanding, reasoning, domain adaptation, and evaluation for complex documents, images, and structured information.
Microservice Diagnosis
Anomaly detection, fine-grained attribution, log modeling, and root cause localization in dynamic microservice systems.
Applied AI Systems
Explainable and verifiable AI capabilities for logistics documents, educational data, and operational workflows.
Model Engineering
Training data, inference services, workflow integration, performance evaluation, and production reliability.
Selected Research
- MRC: Multimodal Fine-Grained Diagnostic Attribution via Collaborative Optimization FSE 2027 · Under Review
- KLD: Kinetic Log-Aware Joint Learning for Dynamic Microservice Diagnosis ICLR 2027 · Under Review
Current Projects
Industry Project · Lead of the Large Model Group
Hubei Port Unified External Service Platform
Domain models, an OCR agent, an AI assistant, and privately deployed model services.University Project · Core Data Mining Member
WHUT Education Intelligence Chain
Multi-source educational data governance, association analysis, and evaluation of student safety warning models.Research Project · Microservice Diagnosis