Danni Peng
Scholar

Danni Peng

Google Scholar ID: Y7KdCkAAAAAJ
A*STAR, Singapore
Continual LearningMeta LearningDomain GeneralizationFederated Learning
Citations & Impact
All-time
Citations
54
 
H-index
3
 
i10-index
2
 
Publications
8
 
Co-authors
7
list available
Resume (English only)
Academic Achievements
  • 1. Published multiple papers in journals such as IEEE Transactions on Medical Imaging
  • 2. Published multiple papers in international conferences such as AAAI, with oral presentations
  • 3. Doctoral Thesis: 'Learning to Generalize to New Tasks/Domains with Limited Data'
  • 4. Served as a reviewer for top-tier journals and conferences, including IEEE TPAMI, ICML, NeurIPS, etc.
Research Experience
  • 1. Senior Researcher at Huawei Singapore Research Centre
  • 2. Research Scientist at the Institute of High Performance Computing (IHPC), A*STAR
Education
  • Ph.D. in Computer Science and Engineering from Nanyang Technological University (NTU), advised by Prof. Sinno Jialin Pan; sponsored by the Alibaba-NTU Talent Programme.
Background
  • Currently a Senior Researcher at Huawei Singapore Research Centre. Previously worked as a research scientist at the Institute of High Performance Computing (IHPC), A*STAR. Research interests include machine learning, federated learning, and recommendation systems.
Miscellany
  • 1. Taught multiple courses at NTU, including 'Machine Learning', 'Artificial Intelligence', and 'Introduction to Data Science and Artificial Intelligence'
  • 2. Email: danni9594@gmail.com
  • 3. GitHub, LinkedIn, Google Scholar