![]() |
Bing Liu (刘冰)Director of Applied Research @ Scale AIGenAI, LLM, Agents San Francisco Bay Area PhD, Carnegie Mellon University Email: hadoopit [at] gmail dot com [Publications] [Work Experiences] [Education] [CV] ![]() ![]() |
I currently lead the applied research team at Scale AI, where we focus on LLM post-training, reasoning, eval, and data quality. At Scale, we are building the data engine for generative AI and collaborating with leading AI labs to enhance frontier models through high-quality data and evals.
My previous experience includes building Llama3 and the Meta AI Assistant at Meta GenAI. Before that, I led the NLU team at Meta Reality Labs, developing the digital assistant for AR/VR. Earlier in my career, I worked at Google Research and Capio.ai (which was acquired by Twilio).
I hold a Ph.D. in Electrical and Computer Engineering from Carnegie Mellon University (CMU), where my research centered on deep and reinforcement learning for spoken dialog systems.
I have served as an area chair and senior committee member for prominent NLP and ML conferences such as ACL, EMNLP, and AAAI. Additionally, I am an adjunct professor in the Computer Science department at UC Santa Cruz.
Last updated: May, 2025