Jian Lyu

Parameter-Efficient Retriever-Reader for Trustworthy Table-Text Question Answering Toward Agentic Edge Intelligence

Resource-constrained edge intelligence increasingly requires lightweight and trustworthy access to heterogeneous knowledge, where decisions often involve reasoning over structured tables and associated text. In this paper, trustworthiness is operationalized as robustness under weak supervision, imperfect evidence selec...