3 papers
cs.SI2026
UniShare: A Unified Framework for Joint Video and Receiver Recommendation in Social Sharing
Caimeng Wang, Li Chong, Dongxu Liu +2
Sharing behavior on short-video platforms constitutes a complex ternary interaction among the user (sharer), the video (content), and the receiver. Traditional industrial solutions…
cs.SI2026
Towards Reliable Social A/B Testing: Spillover-Contained Clustering with Robust Post-Experiment Analysis
Xu Min, Zhaoxu Yang, Kaixuan Tan +8
A/B testing is the foundation of decision-making in online platforms, yet social products often suffer from network interference: user interactions cause treatment effects to spill…
cs.LG2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations
Kaiwen Xue, Yuhao Zhou, Shen Nie +4
Bayesian flow networks (BFNs) iteratively refine the parameters, instead of the samples in diffusion models (DMs), of distributions at various noise levels through Bayesian inferen…