Yifu Ding
PhD Candidate
Singapore
Summary
🤩
Rockstar🎓
Top SchoolYifu Ding is a PhD candidate in computer science specializing in computer vision and model quantization, conducting joint research between Beihang University and Nanyang Technological University. With seven years of experience spanning doctoral research, teaching and academic assistance, she focuses on compressing transformer-based architectures to enable deployment on resource-constrained devices. Under Prof. Xianglong Liu at the State Key Laboratory, her thesis on quantization and compression has advanced practical approaches for highly compressed neural networks and earned a proposal passed with distinction. Based in Singapore, she pairs strong academic rigor with hands-on implementation, exploring quantization as a pragmatic path to efficient on-device AI.
7 years of coding experience
Bachelor of Engineering, Computer Science, Bachelor of Engineering, Computer Science at Beihang UniversityJoint-Training Doctoral Student, COMPUTER AND INFORMATION SCIENCES AND SUPPORT SERVICES, Joint-Training Doctoral Student, COMPUTER AND INFORMATION SCIENCES AND SUPPORT SERVICES at Nanyang Technological University Singapore
Github Skills (47)
machine-learning10
model-compression10
binarization10
pruning10
deep-learning10
quantization10
nlp10
ios9
cross-platform9
desktop9
windows9
android9
flutter9
macos9
dart8
Programming languages (5)
Github contributions (5)
yifu-ding/Optimization-python
Nov 2021 - Dec 2021
高立老师最优化课程上机作业程序代码 (python 实现)
Contributions:67 commits, 5 PRs, 16 pushes in 1 month
python
yifu-ding/yifu-ding.github.io
Jan 2021 - Apr 2023
Contributions:7 pushes, 1 branch in 2 years 3 months
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