Led by Chunqiang Tang (a.k.a. CQ Tang), we are a team of world-class research scientists and engineers developing foundational AI and compute technologies that power Meta products serving billions of users. Our focus areas include:
Our primary measure of success is delivering AI and compute systems into production to serve billions of users. This requires continuous innovation, and our research philosophy is "research in production." We encourage publishing innovations developed while building real-world production systems as peer-reviewed research papers.
We have won Best Paper Awards at prestigious conferences such as ISCA, ASPLOS, SOSP, and OSDI, with multiple papers selected for IEEE Micro Top Picks. Additionally, we regularly publishe in ICML, NeurIPS, SC, HPCA, NSDI, VLDB, MLSys, and more. Overall, our work largely corresponds to the research communities of systems in general and especially systems for ML (SOSP, OSDI, SIGCOMM, NSDI), architecture & programming languages (ISCA, ASPLOS, PLDI), ML (NeurIPS, ICML, ICLR) and supercomputing (SC, ICS).
The broad scope of our work---spanning hardware, software, and AI models---makes a complete overview challenging. A quick way to glimpse our work is by reading the abstracts of the few papers highlighted below. For topics more closely aligned with your interests, see the full list of papers at the end of this document.