Lu Sheng

Unsupervised Domain Expansion from Multiple Sources

2020 · arXiv (Cornell University)

Given an existing system learned from previous source domains, it is desirable to adapt the system to new domains without accessing and forgetting all the previous domains in some applications. This problem is known as …

Assessment of Multimodal Large Language Models in Alignment with Human Values

2024 · arXiv (Cornell University)

Large Language Models (LLMs) aim to serve as versatile assistants aligned with human values, as defined by the principles of being helpful, honest, and harmless (hhh). However, in terms of Multimodal Large Language Models (MLLMs), …