PPL
Kun Zhang
Papers (9)
Multimodal LLMs under Pairwise ModalitiesA Dialogue between Causal and Traditional Representation Learning: Toward Mutual Benefits in a Unified FormulationLocal Covariate Selection for Average Causal Effect Estimation without Pretreatment and Causal Sufficiency AssumptionsScore-Based Causal Discovery of Latent Variable Causal ModelsContextFlow: Hierarchical Task-State Alignment for Long-Horizon Embodied AgentsMoRe: Modular Representations for Principled Continual Representation Learning on Sequential DataRethinking Efficient Graph Coarsening via a Non-Selfishness PrincipleFrom Generalist to Specialist RepresentationMOSAIC: Module Discovery via Sparse Additive Identifiable Causal Learning for Scientific Time Series