Mingfu Liang

Research Scientist, Meta

  • Joined October 2019

Names

Mingfu Liang (Preferred)

Emails

****@u.northwestern.edu (Confirmed)
,
****@e.ntu.edu.sg (Confirmed)
,
****@nec-labs.com (Confirmed)
,
****@sony.com (Confirmed)
,
****@meta.com (Confirmed)

Career & Education History

Research Scientist
Meta (meta.com)
2025Present
 
PhD student
Electrical and Computer Engineering, Northwestern University (northwestern.edu)
20202024
 
MS student
Engineering Sciences and Applied Mathematics, Northwestern University (northwestern.edu)
20182019
 

Advisors, Relations & Conflicts

PhD Advisor
20202024
 

Expertise

Recommendation System
2024Present
 
Ads Ranking
2024Present
 
Vision Language Model
2023Present
 
Multi-Modality Learning
2023Present
 
Open World Learning
2023Present
 
Open Vocabulary Learning
2023Present
 
Knowledge Editing
2023Present
 
Instruction Tuning
2023Present
 
In-context Learning
2023Present
 
Generative Model
2022Present
 
Continual Learning
2020Present
 
Incremental Learning
2020Present
 
Lifelong Learning
2020Present
 
Out of Distribution Shifting
2020Present
 
Network Formulation
2019Present
 
Network Pruning
20192020
 
Image Matting
20192020
 

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