About me

My name is Cheng Shen (沈成). Rest of myself is still under construction :P

My story

Yeah, this part is still under construction too.

Odyssey 2026 · PIN required

• Apple Foundation Models: Transforming Device Intelligence at Scale

  Exploring Apple's comprehensive approach to on-device AI with foundation models

  By Cheng Shen

  Posted on August 1, 2025

  Exploring Apple's comprehensive technical report on Apple Foundation Models (AFM) and their approach to on-device AI [Read More]

  Tags:

  • Apple
  • Foundation Models
  • On-device AI
  • Machine Learning
  • Privacy
  • techblog

• Reinforcement Learning Algorithms in Deep Generative Model

  By Cheng Shen

  Posted on April 4, 2025

  

  

  Sharing session at Stanford XCS 236 on April 4th 2025 covering RL algorithms in LLM training (with DeepSeek-R1 as an example) [Read More]

  Tags:

  • techblog

• From Math to Practices

  A sharing session at Stanford XCS 236 (Deep Generative Models)

  By Cheng Shen

  Posted on October 18, 2024

  

  

  A knowledge sharing session at Stanford XCS 236 (Deep Generative Models) where I shared how math concepts from Stanford Course XCS 236 are related to the Transformer and Large Language Models. [Read More]

  Tags:

  • techblog