3 papers
cs.LG2026
Curriculum-guided multimodal representation learning enables generalizable prediction of nanomaterial-protein interactions
Hengjie Yu, Kenneth A. Dawson, Haiyun Yang +3
Nanomaterial-protein interactions (NPI) are pivotal to realizing the therapeutic and diagnostic potential of nanomaterials. Although AI promises to accelerate mechanistic understan…
cs.AI2026
BloClaw: An Omniscient, Multi-Modal Agentic Workspace for Next-Generation Scientific Discovery
Yao Qin, Yangyang Yan, Jinhua Pang +1
The integration of Large Language Models (LLMs) into life sciences has catalyzed the development of "AI Scientists." However, translating these theoretical capabilities into deploy…
cs.DC2026
AgentServe: Algorithm-System Co-Design for Efficient Agentic AI Serving on a Consumer-Grade GPU
Yuning Zhang, Yan Yan, Nan Yang +1
Large language models (LLMs) are increasingly deployed as AI agents that operate in short reasoning-action loops, interleaving model computation with external calls. Unlike traditi…