2 papers
cs.LG2026
Beyond Trajectory Matching: Reflow with Marginal Distribution Alignment
Chen Wang, Peiran Yun, Pan Xie +1
Diffusion and continuous-flow generative models achieve high-quality generation, and their deterministic sampling can be formulated as solving learned ODE dynamics. However, accura…
cs.LG2026
LLM Advertisement based on Neuron Auctions
Peiran Yun, Wenxin Xu, Jiayuan Liu +4
As Large Language Models (LLMs) transition into conversational agents, generative advertising emerges as a crucial monetization strategy. However, embedding advertisements within u…