Biography
I will join Rutgers CS Department in summer 2025 as a tenure-track Assistant Professor. And I’m actively looking for highly self-motivated Ph.D. students and postdocs!
I am currently inventing something new (stay tuned)! 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 work RedCoast won the NAACL 2024 Best Demo Paper Runner Up!
- I received the the Rising Star Award of the 2024 CPAL Conference!
Open-source Projects
- LLM360: An initiative to fully open-source LLMs, which advocates for all training code and data, model checkpoints, and intermediate results to be made available.
Services
PC Member:
DAC 2024, EuroSys 2024, SOSP 2023 (light PC), MLSys 2023-24, MLSys 2022 (Artifact Evaluation Committee), SIGKDD 2022, AAAI 2021-2022.
Reviewer:
Journal:
JMLR, TMLR, IEEE TNNLS, IEEE IoT-J, IEEE/ACM Trans on Networking.
Conference:
ICML 2019-23 (top reviewer of ICML 2020), NeurIPS 2019-24 (top reviewer of NeurIPS 2019), CVPR 2021-23, ICCV 2021-22, ICLR 2021-25, AAAI 2021-24, SIGKDD 2022-23.