Xiong, Guangzhi

5 publications

IJCAI 2025 ASCENT-ViT: Attention-Based Scale-Aware Concept Learning Framework for Enhanced Alignment in Vision Transformers Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

ICCV 2025 GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability Zhenghao He, Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

IJCAI 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models Guangzhi Xiong, Eric Xie, Corey M. Williams, Myles Kim, Amir Hassan Shariatmadari, Sikun Guo, Stefan Bekiranov, Aidong Zhang

IJCAI 2024 A Self-Explaining Neural Architecture for Generalizable Concept Learning Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

NeurIPS 2024 MedCalc-Bench: Evaluating Large Language Models for Medical Calculations Nikhil Khandekar, Qiao Jin, Guangzhi Xiong, Soren Dunn, Serina S Applebaum, Zain Anwar, Maame Sarfo-Gyamfi, Conrad W Safranek, Abid A Anwar, Andrew Zhang, Aidan Gilson, Maxwell B Singer, Amisha Dave, Andrew Taylor, Aidong Zhang, Qingyu Chen, Zhiyong Lu