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@luckyandricky
luckyandricky
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๐Ÿถ
I may be slow to respond.

Xianrui Zhao luckyandricky

๐Ÿถ
I may be slow to respond.
In this rapidly changing world, harness the power of code to serve humanity.
  • Hebei University of Technology
  • 5340, Xiping Road, Beichen District, Tianjin City)
  • 08:37 (UTC +08:00)

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luckyandricky /README.md

๐Ÿ‘‹ Hi, Iโ€™m @luckyandricky

Passionate about Evolutionary Computation, System Development, and AI


๐Ÿ”ฌ Research Interests

๐Ÿง  Large Language Models & AI Agents

  • Nested Learning โ€“ A new ML paradigm for continual learning (Google Research, NeurIPS 2025)
  • Titans: Learning to Memorize at Test Time โ€“ Neural memory modules for in-context learning
  • AFlow โ€“ Automated Agentic Workflow Generation via Monte Carlo Tree Search
  • TextGrad โ€“ Backpropagation through textual feedback (Published in Nature, 2025)
  • MiniMind โ€“ Train your own LLM from scratch on a single GPU
  • GENOME(+) โ€“ Population-based evolution of LLMs inspired by natural selection

๐Ÿค– AI Scientists

  • DeepScientist โ€“ Autonomous scientific discovery; achieved 3 years of human progress in 2 weeks
  • Kosmos โ€“ AI scientist for autonomous hypothesis generation and experimentation

๐Ÿงฌ Evolutionary Computation

  • EvoX โ€“ Distributed GPU-accelerated evolutionary computation framework
  • DEAP โ€“ Distributed Evolutionary Algorithms in Python
  • PyGAD โ€“ Genetic algorithm library for PyTorch/Keras
  • cgp-cnn โ€“ Genetic Programming for CNN architecture design (GECCOโ€™17 Best Paper)

๐Ÿ“ Deep Learning & CNNs

๐Ÿ“ Academic Writing & Visualization

โšก Energy-Efficient AI

  • Accelergy โ€“ Architecture-level energy/area estimation
  • Eyeriss โ€“ Energy-efficient CNN accelerator

โš™๏ธ Engineering & Tools

โ˜๏ธ Cloud & GPU

๐Ÿ› ๏ธ Developer Toolkit

๐Ÿ’ป Languages & Frameworks

Java

Frontend

Systems & Infrastructure

๐Ÿ” Blockchain & Web3

๐Ÿ” Cryptography


๐Ÿ“Š Economic & Financial Data Analysis


๐ŸŒฑ Always learning. Always building.
๐Ÿ’ฌ Feel free to reach out โ€” collaboration is welcome!

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