Hanchao Yu
Research Scientist @ Meta | (Multimodal) LLM for Recommendation | Personalized LLM Agent
- Role
- Staff Research Scientist at Meta
- Location
- Menlo Park, CA, US
- LinkedIn followers
- 500 followers
About Hanchao Yu
Seasoned tech lead & senior IC at Meta. Working on LLM pretraining-postraining for content/user understanding and personalization. PhD @ECE dept & Beckman Institute, UIUC, where I was so lucky to study under the guidance of Prof. Thomas Huang.
Experience
Staff Research Scientist
Jan 2022 — Present · San Francisco, CA, US
Facebook AI Applied Research -> Modern Recommendation System (now Meta Recommendation System)Lead a team focusing on LLM to empower recommendation at Meta. Drive multiple 0-1 LLM research-to-production launches for content & user understanding- Content understanding: Build the SOTA backbone model(CLIP -> MMLLM) for concept tagging and post summarization, and launch them across FB, IG and Threads with X% topline wins- User understanding: Build full-loop LLM solution (pretrain -> postrain) that can reason to summarize and predict user interests- Multiple LLM/VLM papers accepted by top tier conference like ACL, EMNLP, ECCV, etc.
Education
University of Illinois Urbana-Champaign
Doctor of Philosophy - PhD, Electrical and Computer Engineering
2016 — 2021
Zhejiang University
Bachelor of Engineering - BE, Biomedical/Medical Engineering
2012 — 2016
University of Illinois Urbana-Champaign
Master of Science - MS, Electrical and Computer Engineering
2016 — 2019
Skills
- 研究
- Matlab
- 机器学习
- Linux
- Medical Imaging
- Image Processing
- C
- 算法
- Medical Information Systems
- C++
- 程序设计
- 图像处理
- Machine Learning
- Deep Learning
- Computer Vision
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