2 papers
cs.CV2026
Spatial Message Passing in Language Space for Pathology Image Interpretation
Jing-Cheng Yang, Hao-Jung Wang, Jinhao Du +4
Multimodal Large Language Models (MLLMs) can generate pathological descriptions from histological images, but gigapixel Whole Slide Images (WSIs) exceed their visual context limits…
cs.LG2026
Topology Matters: A Cautionary Case Study of Graph SSL on Neuro-Inspired Benchmarks
May Kristine Jonson Carlon, Su Myat Noe, Haojiong Wang +1
Understanding how local interactions give rise to global brain organization requires models that can represent information across multiple scales. We introduce a hierarchical self-…