Biography

I a tenure-track Assistant Professor at The CS Department at Rutgers University.

I was a Senior Project Scientist at the ML Department at CMU working with Eric Xing. I obtained my PhD from CS at the UW-Madison, advised by Dimitris Papailiopoulos.

My research studies the scalability and efficiency of machine learning algorithms and systems (especially for LLMs now). Here a copy of my CV.

News

• Our lab has received an AMD University Program AI & HPC Cluster Allocation Award. Thank you to AMD for the generous support!
• Our work RedCoast won the NAACL 2024 Best Demo Paper Runner Up!
• I received the the Rising Star Award of the 2024 CPAL Conference!

Research Group

• Daize Dong (PhD at Rutgers CS)
• Haolong Jia (PhD at Rutgers CS)
• Jiawei Wu (PhD at Rutgers CS)
• Junlin Chen (Undergrad at Rutgers)
• Ryan Cheng (Undergrad at Rutgers)

Teaching

• Spring 2026 [CS 439, Intro to Data Science]
• Fall 2025 RU CS 671, Recent Advances in Large Language Models

Services

Area Chair: MLSys 2025, CPAL 2026.
PC Member: DAC 2024, EuroSys 2024, SOSP 2023 (light PC), MLSys 2023-26, SIGKDD 2022, AAAI 2021-2022.
Reviewer:
Journal:
JMLR, TMLR, IEEE TNNLS, IEEE IoT-J, IEEE/ACM Trans on Networking.
Conference:
COLM 2026, ICML 2019-26 (top reviewer of ICML 2020), NeurIPS 2019-25 (top reviewer of NeurIPS 2019), CVPR 2021-23, ICCV 2021-22, ICLR 2021-25, AAAI 2021-24, SIGKDD 2022-23.