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Yuhan Liu

Yuhan Liu

PhD Student

The University of Chicago

I’m a third-year PhD student in the Department of CS at University of Chicago, advised by Prof. Junchen Jiang and Prof. Shan Lu. My research interest is Systems/Software engineering for ML. I received my B.S. in CS at University of Wisconsin-Madison, fortunate to be advised by Prof. Shivaram Venkataraman.

Latest

  • CacheGen: KV Cache Compression and Streaming for Fast Language Model Serving
  • Eloquent: A More Robust Transmission Scheme for LLM Token Streaming
  • CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion
  • Automatic and Efficient Customization of Neural Networks for ML Applications
  • GRACE: Loss-Resilient Real-Time Video through Neural Codecs
  • OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation
  • Run-Time Prevention of Software Integration Failures of Machine Learning APIs

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