2 papers
cs.AI2026
A collaborative agent with two lightweight synergistic models for autonomous crystal materials research
Tongyu Shi, Yutang Li, Zhanyuan Li +9
Current large language models require hundreds of billions of parameters yet struggle with domain-specific reasoning and tool coordination in materials science. Here, we present Ma…
cs.CV2026
Square Superpixel Generation and Representation Learning via Granular Ball Computing
Shuyin Xia, Meng Yang, Dawei Dai +6
Superpixels provide a compact region-based representation that preserves object boundaries and local structures, and have therefore been widely used in a variety of vision tasks to…