Ying Sun
3 papers · Latest:
Machine Learning
SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing
SLIM enhances LLM molecular editing by using sparse latent steering to precisely control properties and improve success rates.
2605.10831
Information RetrievalDiscrete Preference Learning for Personalized Multimodal Generation
DPPMG learns discrete modal-specific preferences to generate personalized and consistent multimodal content from user interactions.
2604.20434
Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework
This paper proposes a validation-driven clustering framework for adaptive pooling in multivariate time series forecasting under predictive heterogeneity.
2604.13748
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