Welcome to my personal academic website repository! This site showcases my research, publications, and academic journey in Computer Science.
I am a PhD student in Computer Science at The Ohio State University, advised by Prof. Zhihui Zhu. My research focuses on mechanistic interpretability of large language models, with particular emphasis on:
- Sparse Autoencoders (SAEs) for feature discovery and representation analysis
- Difference-in-Means Techniques combined with SAEs for feature validation
- Model Geometry and reasoning processes in neural networks
- Self-reflection mechanisms in language models
- Self-Reflection in Language Models: Investigating emergence and control mechanisms
- SAE-based Feature Discovery: Developing methods for interpretable feature extraction
- Statistical Validation: Combining difference-in-means with neural network analysis
- "From Emergence to Control: Probing and Modulating Self-Reflection in Language Models" (arXiv 2025)
- "Alleviating subgraph-induced oversmoothing in link prediction via coarse graining" (2025)
- "FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction" (2024)
- Email: zhu.3944@osu.edu
- Location: Columbus, OH, USA
- Institution: The Ohio State University
- Department: Computer Science & Engineering
- Ph.D. in Computer Science (2024-2029) - The Ohio State University
- B.S. in Computer Science (2020-2024) - University of Electronic Science and Technology of China
- GPA: 3.98/4.00
使用 Docker 启动本地 Jekyll 预览服务：
docker start xzascc-preview浏览器访问 http://0.0.0.0:4000/ 即可。
常用命令：
# 查看运行状态
docker ps --filter name=xzascc-preview
# 查看构建日志
docker logs -f xzascc-preview
# 停止服务
docker stop xzascc-preview
# 再次启动
docker start xzascc-previewBuilt with ❤️ using Jekyll and al-folio
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