End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models. - Barry Menglong Yao; Aditya Shah; Lichao Sun 001; Jin-Hee Cho; Lifu Huang (SIGIR, 2023)

Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes. - Barry Menglong Yao; Sijia Wang; Yu Chen 022; Qifan Wang 001; Minqian Liu; Zhiyang Xu; Licheng Yu; Lifu Huang (EACL (1), 2024)

Error-driven Data-efficient Large Multimodal Model Tuning. - Barry Menglong Yao; Qifan Wang 001; Lifu Huang (ACL (1), 2025)

A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models. - Zihao Lin 003; Samyadeep Basu; Mohammad Beigi; Varun Manjunatha; Ryan A. Rossi; Zichao Wang 001; Yufan Zhou 001; Sriram Balasubramanian; Arman Zarei; Keivan Rezaei; Ying Shen 006; Barry Menglong Yao; et al. (CoRR, 2025)

Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions. - Adithya Kulkarni; Fatimah Alotaibi; Xinyue Zeng; Longfeng Wu; Tong Zeng; Barry Menglong Yao; Minqian Liu; Shuaicheng Zhang; Lifu Huang; Dawei Zhou 003 (CoRR, 2025)