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2020 – today
- 2025
[c3]Barry Menglong Yao, Qifan Wang, Lifu Huang:
Error-driven Data-efficient Large Multimodal Model Tuning. ACL (1) 2025: 20289-20306- [i5]Zihao Lin, Samyadeep Basu, Mohammad Beigi, Varun Manjunatha, Ryan A. Rossi, Zichao Wang, Yufan Zhou, Sriram Balasubramanian, Arman Zarei, Keivan Rezaei, Ying Shen, Barry Menglong Yao, Zhiyang Xu, Qin Liu, Yuxiang Zhang, Yan Sun, Shilong Liu
, Li Shen, Hongxuan Li, Soheil Feizi, Lifu Huang:
A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models. CoRR abs/2502.17516 (2025) - [i4]Adithya Kulkarni, Fatimah Alotaibi, Xinyue Zeng, Longfeng Wu, Tong Zeng, Barry Menglong Yao, Minqian Liu, Shuaicheng Zhang, Lifu Huang, Dawei Zhou:
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions. CoRR abs/2505.04651 (2025) - 2024
- [c2]Barry Menglong Yao, Sijia Wang, Yu Chen, Qifan Wang, Minqian Liu, Zhiyang Xu, Licheng Yu, Lifu Huang:
Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes. EACL (1) 2024: 2816-2834 - [i3]Barry Menglong Yao, Qifan Wang, Lifu Huang:
Error-driven Data-efficient Large Multimodal Model Tuning. CoRR abs/2412.15652 (2024) - 2023
- [c1]Barry Menglong Yao, Aditya Shah, Lichao Sun, Jin-Hee Cho, Lifu Huang:
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models. SIGIR 2023: 2733-2743 - [i2]Barry Menglong Yao, Yu Chen, Qifan Wang, Sijia Wang, Minqian Liu, Zhiyang Xu, Licheng Yu, Lifu Huang:
AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes. CoRR abs/2305.14725 (2023) - 2022
- [i1]Barry Menglong Yao, Aditya Shah, Lichao Sun, Jin-Hee Cho, Lifu Huang:
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models. CoRR abs/2205.12487 (2022)
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