GitHub

RCTS-RAG: Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger

This repository provides the official PyTorch implementation for RCTS-RAG, a novel approach that enhances Large Vision-Language Models (LVLMs) through re-ranking reasoning contexts using Monte Carlo ...
IEEE

Conceptual Learning and Causal Reasoning for Semantic Communication

Abstract: Semantic communication is a paradigm shift toward meaning-oriented communication that is largely enabled by artificial intelligence technologies. One approach to semantic communication that ...
IEEE

LLM-Driven Causal Discovery via Harmonized Prior

Abstract: Traditional domain-specific causal discovery relies on expert knowledge to guide the data-based structure learning process, thereby improving the reliability of recovered causality. Recent ...