Scholar
Zhiyi Shi
Google Scholar ID: OkwdBmgAAAAJ
University of Illinois at Urbana-Champaign
Citations & Impact
Citations
52
H-index
5
i10-index
1
Publications
14
Co-authors
0
Publications
Cited
0
Resume
Academic Achievements
- Publications: 'DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models' accepted by COLM 2025; 'Unleashing the power of task-specific directions in parameter efficient fine-tuning' accepted by ICLR 2025; 'Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations' accepted by ICCV 2025; 'MoRA: LoRA Guided Multi-modal Disease Diagnosis with Missing Modality' accepted by MICCAI 2024; 'Spatial-Temporal Pre-Training for Embryo Viability Prediction Using Time-Lapse Videos' published on Arxiv.
Research Experience
- Joined Harvard SEAS as a Research Assistant in June 2024; Joined UIUC as a PhD student in August 2025.
Education
- PhD in Computer Science at University of Illinois Urbana-Champaign (UIUC), co-advised by Prof. Jimeng Sun and Prof. Quanzheng Li from Harvard MGH; Master's Degree from Carnegie Mellon University; Bachelor's Degree from Southeast University.
Background
- Research interests include Multimodal Learning, LLMs, and Medical AI.
Miscellany
- Reviewer for NeurIPS 2025, IEEE Transactions on Artificial Intelligence, IEEE Transactions on Medical Imaging, Artificial intelligence in medicine, Medical Physics.