Xinke Jiang

GPS: Graph-guided Proactive Information Seeking in Large Language Models

Logarithmic Regret in Preference Learning via Optimistic PAC-Bayesian Particle Ensembles

Bridging Global Intent with Local Details: A Hierarchical Representation Approach for Semantic Validation in Text-to-SQL

Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation

STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization

MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation

3DS: Decomposed Difficulty Data Selection’s Case Study on LLM Medical Domain Adaptation