2 papers
cs.LG2026
Structured Scaling of AI Discovery Across Diverse Scientific Domains
Haotian Ye, Haowei Lin, Jingyi Tang +30
Scientific discovery often requires many cycles of proposing, testing, and refining candidate solutions. Language models can increasingly participate in these loops, but simply gen…
cs.DC2025
Toward Cost-Efficient Serving of Mixture-of-Experts with Asynchrony
Shaoyu Wang, Guangrong He, Geon-Woo Kim +2
Mixture-of-Experts (MoE) architectures offer the promise of larger model capacity without the prohibitive costs of fully dense designs. However, in real-world inference serving, lo…