Shihao Zou

Complex table question answering (TQA) remains challenging, as real-world table, usually designed for human readability with multi-level headers and fragmented hierarchical semantics, largely hindering large language models (LLMs) from accurately aligning conditions, attributes, and values during...

Multimodal Sentiment Analysis (MSA) often suffers from performance degradation due to missing modalities in practical applications. Existing methods typically focus on feature completion but neglect semantic shifts caused by distribution gaps and decision risks under high uncertainty. In this pap...