2 papers
cs.AI2026
SpecVQA: A Benchmark for Spectral Understanding and Visual Question Answering in Scientific Images
Jialu Shen, Han Lyu, Suyang Zhong +5
Spectra are a prevalent yet highly information-dense form of scientific imagery, presenting substantial challenges to multimodal large language models (MLLMs) due to their unstruct…
cs.AI2026
MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning
Yusong Wang, Jialun Shen, Zhihao Wu +6
Graph Neural Networks (GNNs) have been widely adopted for Protein Representation Learning (PRL), as residue interaction networks can be naturally represented as graphs. Current GNN…