2 papers
cs.LG2026
SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce
Li Kong, Bingzhe Wang, Zhou Chen +5
Coupon distribution is a critical marketing strategy used by online platforms to boost revenue and enhance user engagement. Regrettably, existing coupon distribution strategies fal…
cs.DC2025
Deadline-Aware Online Scheduling for LLM Fine-Tuning with Spot Market Predictions
Linggao Kong, Yuedong Xu, Lei Jiao +1
As foundation models grow in size, fine-tuning them becomes increasingly expensive. While GPU spot instances offer a low-cost alternative to on-demand resources, their volatile pri…