معرفی
Dr. Andrew Peng is a Lecturer (Research) at the Australian Artificial Intelligence Institute (AAII) within the Faculty of Engineering and Information Technology at University of Technology Sydney (UTS), Australia. With dual PhDs from UTS (2015) and Beijing Institute of Technology (2013), he has published 45 peer-reviewed papers across top venues like IEEE ICDM, COLING, and Frontiers in Molecular Biosciences.
- Education: Dual PhD (2013-2015) from Beijing Institute of Technology and University of Technology Sydney
His research focuses on Data Science, Artificial Intelligence, and Healthcare Analytics, addressing challenges in medical data analysis, unstructured clinical text processing, and federated learning frameworks. Recent publications explore:
- Deep graph clustering for community detection
- Privacy-preserving medicine shortage detection via social media
- Time-aware medication recommendation using dynamic treatment regimes
- Knowledge tracing enhancements for online education
- Contrastive learning approaches for ICD coding
- Hypergraph-based sequential diagnosis prediction
Dr. Peng has secured over AUD $1M in external research grants and serves as Subject Coordinator for undergraduate/postgraduate courses. He contributes to professional leadership through roles as Web Chair at AJCAI 2021 and ADMA 2021, PC member for major conferences, and reviewer for journals like NeurIPS and AAAI. His work spans collaborations with universities, industry, and government agencies.
