Spotlight
GitHub contributions in the past year:
Skills
结合简历与常用技术栈节选；两行独立无限滚动，悬停暂停。
Academic Focus
发表论文 / Academic Publications
4 篇公开论文，研究主线覆盖 Software Traceability、Systematic Review 与 Empirical ML。
-
Deep Learning Methods for Thyroid Imaging Segmentation: a Systematic Review
Li Yixuan, Wang Zihan, Yuan Yingkai, Guan Yuhang, Zhang Zhiqi
12th International Conference on Dependable Systems and Their Applications (DSA), 2025
DOI: 10.1109/dsa66321.2025.00055 -
Individualized NIPT Timing via Regression and Dynamic Programming
Li Yixuan, Yuan Yingkai, Wang Zihan, Feng Yameng, Wu Chongguang
12th International Conference on Dependable Systems and Their Applications (DSA), 2025
DOI: 10.1109/dsa66321.2025.00057 -
Applications of Machine Learning in Requirements Traceability: A Systematic Mapping Study
Li Xingfu, Wang Bangchao, Wan Hongyan, Deng Yang, Wang Zihan
35th International Conference on Software Engineering and Knowledge Engineering (SEKE), 2023
DOI: 10.18293/seke2023-135 -
An Empirical Study on Data Balancing in Machine Learning Based Software Traceability Methods
Wang Bangchao, Wang Zihan, Wan Hongyan, Li Xingfu, Deng Yang
International Joint Conference on Neural Networks (IJCNN), 2023
DOI: 10.1109/ijcnn54540.2023.10191386
Recent Posts
All posts »My Projects
All projects »非煤矿山智能 AI 视频监控系统
面向工业现场的多路视频流：目标检测与跟踪、风险告警逻辑自研、负载与部署工程化；与业务平台及大模型能力联动，支撑矿山场景智能化闭环。
非煤矿山智能大模型（RAG & Dify）
结合知识库、工作流与插件体系，面向矿山治理的问答、监控、数据管理与风险评估等能力；覆盖嵌入策略、后台数据访问与模型服务编排。
智慧课堂教育服务平台（YOLOv5）
基于 RTSP 视频与课堂音频的多模态分析：师生互动与课堂行为检测、模型剪枝与加速、教学效果评估与反馈建议生成。