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XX-Q/README.md
XQ — PhD Student at Peking University

Explore projects Beijing Research and open source

Hi, I'm XQ 👋

I am a PhD student at Peking University, interested in building practical and trustworthy machine learning systems. My current work explores the intersection of federated learning, graph representation learning, and privacy-preserving computation.

北京大学在读博士生,关注联邦学习、图表示学习与隐私保护计算,喜欢把研究想法变成清晰、可复现的代码。

Research interests

Area What I care about
Federated Learning Collaborative learning across distributed and heterogeneous data
Graph Representation Learning Scalable network embedding and graph-based learning
Privacy-Preserving ML Useful learning systems with responsible data boundaries
Natural Language Processing Representation learning for Chinese language understanding

Toolbox

Python PyTorch NumPy pandas scikit-learn NetworkX Git Linux

Currently

  • 🔬 Exploring efficient and privacy-aware learning on distributed graph data
  • 📚 Reading about trustworthy machine learning and scalable representation learning
  • 🧭 Documenting research ideas, reproducibility notes, and open-source work

Research is the art of making better questions executable.

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