3 papers
q-bio.QM2025
fastbmRAG: A Fast Graph-Based RAG Framework for Efficient Processing of Large-Scale Biomedical Literature
Guofeng Meng, Li Shen, Qiuyan Zhong +3
Large language models (LLMs) are rapidly transforming various domains, including biomedicine and healthcare, and demonstrate remarkable potential from scientific research to new dr…
cs.AI2025
Diverse Human Value Alignment for Large Language Models via Ethical Reasoning
Jiahao Wang, Songkai Xue, Jinghui Li +1
Ensuring that Large Language Models (LLMs) align with the diverse and evolving human values across different regions and cultures remains a critical challenge in AI ethics. Current…
cs.LG2025
Dynamic Perturbed Adaptive Method for Infinite Task-Conflicting Time Series
Jiang You, Xiaozhen Wang, Arben Cela
We formulate time series tasks as input-output mappings under varying objectives, where the same input may yield different outputs. This challenges a model's generalization and ada…