About
I am a 3rd year Ph.D. student in the Computer Science Department at Carnegie Mellon University, where I am fortunate to work with Zhihao Jia as part of the Catalyst Lab and Parallel Data Lab.
I am interested in machine learning systems, parallel computing and distributed systems, with a particular focus on large language models (LLMs).
Download my CV.
Interests
- Distributed Systems
- Parallel Computing
- Machine Learning
- Networking
Education
-
PhD in Computer Science, 2028
Carnegie Mellon University
-
MS in Computer Science, 2023
Tsinghua University
-
BS in Electrical Engineering, 2021
Harvard University
Recent Publications
Quickly discover relevant content by filtering publications.
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models
ACL 2024 Oral (Outstanding paper award 🏆)
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning
ArXiv 2024
Work Experience
Research Intern
Work on Cortex Analyst and built SuffixDecoding
Software Engineer
Worked in the Systems Engineering Team
Contact
- goliaro@cs.cmu.edu
- Computer Science Department, Carnegie Mellon University, Pittsburgh, PA 15213