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Mingfu Liang
Work Experience
- Feb. to Aug. 2020: Software Engineer Intern, Computer Vision
- blinkfire analytics, inc.
- Duties included: Active Exposure Detection.
- Supervisor: Dr. Nan Jiang, VP of Engineering
- Summer 2019: Research Assistant
- Nanyang Technological University
- Duties included: Monocular Depth Estimation and Neural Architecture Formation.
- Supervisor: Professor Lam Siew Kei
- Publication: CAP: Context-Aware Pruning for Semantic Segmentation (WACV 2021).
Academic Service and leadership
- Invited Conference Reviewer/Program Committee Member:
- British Machine Vision Conference (BMVC): 2020
- AAAI Conference on Artificial Intelligence (AAAI): 2021, 2022, 2023, 2024, 2025
- IEEE/CVF Winter Conference on Applications of Computer Vision (WACV): 2021
- Asian Conference on Computer Vision (ACCV): 2024
- Conference on Computer Vision and Pattern Recognition (CVPR): 2021, 2022, 2023, 2024, 2025
- International Conference on Computer Vision (ICCV): 2021, 2023, 2025
- European Conference on Computer Vision (ECCV): 2022, 2024
- Conference on Lifelong Learning Agents (CoLLAs): 2023, 2024, 2025
- IEEE International Conference on Multimedia and Expo (ICME): 2023
- Conference on Neural Information Processing Systems (NeurIPS): 2023, 2024, 2025
- International Conference on Learning Representations (ICLR): 2024, 2025
- International Conference on Machine Learning (ICML): 2024, 2025
- Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track: 2024
- International World Wide Web Conference (WWW): 2025
- International World Wide Web Conference (WWW) Companion: 2025
- Invited Journal Reviewer:
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- IEEE Transactions on Multimedia (TMM)
- International Journal of Computer Vision (IJCV)
- Pattern Recognition Letters (PRL)
- Machine Vision and Applications (MVA)
- ACM Computing Surveys (CSUR)
- IEEE Transactions on Intelligent Systems and Technology (TIST)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Academic and Competition Awards
- Northwestern University Ph.D. Fellowships (Murphy Fellowships), 2020-2021.
- AAAI-20 Scholarship (Traveling).
- Bronze Medal (565/7198, Top 8%) in Kaggle Competition of Home Credit Default Risk, 2018.
- Rank 27/4170 (Top 0.6%), 2018 ACM SIGKDD CUP of Fresh Air (Records and Our Solution).
- Meritorious Winner, Mathematical Contest In Modeling (MCM), 2017.
- Honorable Mention, Mathematical Contest In Modeling (MCM), 2015 & 2016.
- National Scholarship, 2014 & 2015.
- National Second Prize (top 5.7% in 25347 team, 78000 students approximately), Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM), 2014.
- National Third Prize, International Enterprise Management Competition (China Regional), 2014.
