About me

I’m a second-year PhD student in the Department of CS at University of Chicago, advised by Prof. Haryadi S. Gunawi. My research interests are operating system, storage, system for ML or ML for system. I received my B.S. in CSE at the Ohio State University, advised by Prof. Yang Wang. I also received my Master degree at University of Chicago in Computer Science Pre-Doc program co-advised by Prof. Junchen Jiang and Prof. Haryadi S. Gunawi.

Publications

• Concierge: Towards Accuracy-Driven Bandwidth Allocation for Video Analytics Applications in Edge Network
  Yuyang Huang, Faishal Zharfan, Hendrawan, Haryadi S. Gunawi and Junchen Jiang
  IEEE EDGE ‘24

• CacheGen: KV Cache Compression and Streaming for Fast Language Model Serving
  Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang
  SIGCOMM ‘24

• OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation
  Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanaryanan, and Junchen Jiang
  SoCC ‘23

• A Study of Database Performance Sensitivity to Experiment Settings
  Yang Wang, Miao Yu, Yujie Hui, Fang Zhou, Yuyang Huang, Rui Zhu, Xueyuan Ren, Tianxi Li, and Xiaoyi Lu
  VLDB ‘22

Preprint

• DroidSpeak: KV Cache Sharing for Cross-LLM Communication and Multi-LLM Serving
  Yuhan Liu, Yuyang Huang, Jiayi Yao, Zhuohan Gu, Kuntai Du, Hanchen Li, Yihua Cheng, Junchen Jiang, Shan Lu, Madan Musuvathi, Esha Choukse
  Arxiv

Workshops and Posters

• DEFT: SLO-Driven Preemptive Scheduling for Containerized DNN Serving
  Yitian Hao, Wenqing Wu, Ziyi Zhang, Yuyang Huang, Chen Wang, Jun Duan, and Junchen Jiang
  NSDI ‘23 Poster

Internship

• Ph.D. Research Intern, Microsoft Research, Summer 2024

Teaching

• Operating System (CMSC 23000), Teaching Assistant, Spring 2023, Fall 2023
• Intro to Computer Systems (CMSC 15400), Teaching Assistant, Winter 2024, Fall 2022