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Tan Li Hui Faith

2 accepted papers

2026

Pisces: Cryptography-based Private Retrieval-Augmented Generation with Dual-Path Retrieval

ICLR 2026poster

Retrieval-augmented generation (RAG) enhances the response quality of large language models (LLMs) when handling domain-specific tasks, yet raises significant privacy concerns. This is because both the user query and documents within the knowledge base often contain sensitive or confidential informa…

Cited by 0SourcecodeScholar
2024

BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays

NeurIPS 2024poster

Medical Vision-Language Pretraining (MedVLP) shows promise in learning generalizable and transferable visual representations from paired and unpaired medical images and reports. MedVLP can provide useful features to downstream tasks and facilitate adapting task-specific models to new setups using fe…