Publications (11)
2026
5 publications- The Vulnerability of LLM Rankers to Prompt Injection Attacks
arXiv preprint arXiv:2602.16752 · 2026
- A Federated and Parameter-Efficient Framework for Large Language Model Training in Medicine
arXiv preprint arXiv:2601.22124 · 2026
- Can It Reach the Generator? Investigating the Survival of Prompt-Injection Attacks in Realistic RAG Settings
arXiv preprint arXiv:2605.28017 · 2026
- DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models
arXiv preprint arXiv:2605.07210 · 2026
- How Far Have Large Language Models Advanced in Ophthalmology? A Systematic Review of Their Development, Evaluation, and Readiness for Clinical Use
Research Square · 2026
2025
2 publications- Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications
arXiv preprint arXiv:2509.08604 · 2025
- LMOD+: A Comprehensive Multimodal Dataset and Benchmark for Developing and Evaluating Multimodal Large Language Models in Ophthalmology
ACM HEALTH: ACM Transactions on Computing for Healthcare · 2025
2024
4 publications- Lmod: A large multimodal ophthalmology dataset and benchmark for large vision-language models
NAACL Findings: The Nations of the Americas Chapter of the Association for · 2024
- Augmenting biomedical named entity recognition with general-domain resources
Journal of Biomedical Informatics 159, 104731 · 2024
- MedINST: Meta Dataset of Biomedical Instructions
EMNLP 2024 findings · 2024
- LEME: Open Large Language Models for Ophthalmology with Advanced Reasoning and Clinical Validation
arXiv preprint arXiv:2410.03740 · 2024