1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.AI2025★ 1 cited
Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages
Michael Sun, Weize Yuan, Gang Liu +2
Recent data-efficient molecular generation approaches exploit graph grammars to introduce interpretability into the generative models. However, grammar learning therein relies on e…
cs.CV2024
Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding
Jinlong He, Pengfei Li, Gang Liu +1
Multimodal Large Language Models (MLLMs) inherit the superior text understanding capabilities of LLMs and extend these capabilities to multimodal scenarios. These models achieve ex…
cs.CV2024
Enhancing Generalization in Medical Visual Question Answering Tasks via Gradient-Guided Model Perturbation
Gang Liu, Hongyang Li, Zerui He +1
Leveraging pre-trained visual language models has become a widely adopted approach for improving performance in downstream visual question answering (VQA) applications. However, in…