Yuning Chen
Ph.D. candidate at University of California, Merced

Contacts:

Email: ychen372 [at] ucmerced.edu

I am a 4th-year Ph.D. candidate in Electrical Engineering and Computer Science at the University of California, Merced, advised by Prof. Wan Du. Prior to UC Merced, I received my B.E. from Tsinghua University.

My research focuses on machine learning for networked systems, with hands-on experience in Time Series and Causal Learning (KDD’24), Large Language Models (MLSys’24), and Generative AI (MobiSys’24). You can find my CV here.

What's New

May 2024
MARLP was accepted to KDD 2024.
April 2024
OrchLoc was accepted to MobiSys 2024.
Feburary 2024
CloudEval-YAML was accepted to MLSys 2024.
October 2023
CloudEval-YAML was accepted to Workshop on ML for Systems at NeurIPS 2023.

Professional Experiences

ByteDance 

Software Engineer Intern, ByteDance
Supervisor: Dr. Yongping Tang
May. 2024 - Aug. 2024, San Jose, CA

Alibaba Cloud 

Research Intern, Alibaba Cloud U.S.
Supervisor: Dr. Pan Hu and Dr. Yunfei Ma
May. 2023 - Aug. 2023, Sunnyvale, CA

Publications (*: co-primary authors)

Full papers

Workshops and Posters

Services

  • Conference Reviewer: ICLR'25, AISTATS'25, NeurIPS'24, CIKM'24 TRAI, SenSys'23 Poster & Demo.
  • Journal Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Mobile Computing, ACM Transactions on Sensor Networks, IEEE Transactions on Network Science and Engineering, IEEE Internet of Things Journal.
  • Artifact Evaluation Committee: MobiCom'24, MobiSys'24.