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ZZL-2005/README.md

Zilu Zhang / ZZL-2005

Personal Homepage · GitHub Repositories · Email

BUPT Artificial Intelligence undergraduate working on agent systems, interpretability, embodied safety evaluation, and deep learning foundations.

Focus

  • Agent systems: evaluation, trace replay, failure attribution, and execution-agent tooling
  • Interpretability: mechanism-oriented diagnostics and model behavior analysis
  • Embodied safety: unsafe action detection and benchmark design
  • Deep learning foundations: readable implementations, reproducible experiments, and framework internals

Selected Work

  • AgenTracer: failure attribution trajectory curation for LLM agentic systems
  • MyTorch: minimal NumPy-based autograd and neural network framework
  • NLP_NER_Transformer: Transformer NER experiments with residual mechanism comparison
  • SE-AC-Hotel-System: distributed hotel central AC management and billing system

For a cleaner overview, start from my personal homepage: https://zzl-2005.github.io

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