Junfeng Yao

Effective knowledge graph embeddings based on multidirectional semantics relations for polypharmacy side effects prediction

2022 · Bioinformatics

MOTIVATION: Polypharmacy is the combined use of drugs for the treatment of diseases. However, it often shows a high risk of side effects. Due to unnecessary interactions of combined drugs, the side effects of polypharmacy …

A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models

2024

Due to the continuous emergence of new data, version updates have become an indispensable requirement for Large Language Models (LLMs).The training paradigms for version updates of LLMs include pre-training from scratch (PTFS) and continual pre-training …