About
Qianru Sun is an Associate Professor at the School of Computing and Information Systems, Singapore Management University (SMU), and a Lee Kong Chian Fellow. Her research focuses on artificial intelligence, machine learning, computer vision, and semantic segmentation, with a particular emphasis on few-shot learning, meta-learning, and domain adaptation in remote-sensing imagery.
Recent publications highlight her work on visual chain-of-thought reasoning, 3D scene understanding via 2D models, and parameter-efficient fine-tuning of large models. Her research also extends to weakly-supervised semantic segmentation and cross-modal video retrieval.
Scientific Awards:
- Lee Kong Chian Fellow (2021–2023, 2025–2027)
- Outstanding Service Award by MMAsia (2020)
- Outstanding Reviewer at NeurIPS'21 and ICLR'21
Students:
- PhD students: Luo Zilin, Tian Zichen, Ying Jiahao
- Master’s students: Bao Chunhui, LOH Yi Lin, MA Li
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