← Search

Wenbin Xing

2 accepted papers

2026

Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling

AAAI 2026technical

Understanding how chemical perturbations propagate through biological systems is essential for robust molecular property prediction. While most existing methods focus on chemical structures alone, recent advances highlight the crucial role of cellular responses such as morphology and gene expression

Cited by 0SourcePDFScholar
2026

Learning to Decode Against Compositional Hallucination in Video Multimodal Large Language Models

ICML 2026poster

Current research on video hallucination mitigation primarily focuses on isolated error types, leaving *compositional* hallucinations—arising from incorrect reasoning over multiple interacting spatial and temporal factors largely underexplored. We introduce **OmniVCHall**, a benchmark designed to sys…

Cited by 0SourceScholar