Zimu Lu

According to our database, Zimu Lu authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-stage reasoning on introspecting and revising bias for visual question answering.

An-An Liu, Zimu Lu, Ning Xu, Min Liu, Chenggang Yan, Bolun Zheng, Bo Lv, Yulong Duan, Zhuang Shao, Xuanya Li

ACM Trans. Web, November, 2024

Learning to Supervise Knowledge Retrieval Over a Tree Structure for Visual Question Answering.

Ning Xu, Zimu Lu, Hongshuo Tian, Rongbao Kang, Jinbo Cao, Yongdong Zhang, An-An Liu

IEEE Trans. Multim., 2024

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code.

Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li

CoRR, 2024

Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning.

Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li

CoRR, 2024

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.

Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li

CoRR, 2024

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.

Ke Wang, Junting Pan, Weikang Shi, Zimu Lu, Mingjie Zhan, Hongsheng Li

CoRR, 2024

Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.

Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.

Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.

Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

A comprehensive survey on deep-learning-based visual captioning.

Bowen Xin, Ning Xu, Yingchen Zhai, Tingting Zhang, Zimu Lu, Jing Liu, Weizhi Nie, Xuanya Li, An-An Liu

Multim. Syst., December, 2023

2021

Multi-type decision fusion network for visual Q&A.

An-An Liu, Zimu Lu, Ning Xu, Weizhi Nie, Wenhui Li

Image Vis. Comput., 2021