Mingfu Liang (Preferred)
Mingfu Liang
Research Scientist, Meta
- Joined October 2019
Names
Emails
****@u.northwestern.edu (Confirmed)
, ****@e.ntu.edu.sg (Confirmed)
, ****@nec-labs.com (Confirmed)
, ****@sony.com (Confirmed)
, ****@meta.com (Confirmed)
Personal Links
Career & Education History
Research Scientist
Meta (meta.com)
2025 – Present
PhD student
Electrical and Computer Engineering, Northwestern University (northwestern.edu)
2020 – 2024
MS student
Engineering Sciences and Applied Mathematics, Northwestern University (northwestern.edu)
2018 – 2019
Advisors, Relations & Conflicts
Expertise
Recommendation System
2024 – Present
Ads Ranking
2024 – Present
Vision Language Model
2023 – Present
Multi-Modality Learning
2023 – Present
Open World Learning
2023 – Present
Open Vocabulary Learning
2023 – Present
Knowledge Editing
2023 – Present
Instruction Tuning
2023 – Present
In-context Learning
2023 – Present
Generative Model
2022 – Present
Continual Learning
2020 – Present
Incremental Learning
2020 – Present
Lifelong Learning
2020 – Present
Out of Distribution Shifting
2020 – Present
Network Formulation
2019 – Present
Network Pruning
2019 – 2020
Image Matting
2019 – 2020