Zimu Lu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Reasoning Systems

Human Reasoning

Knowledge Retrieval

Top Venues

Image Vis. Comput.

Publications

Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs. CoRR (2024)
Ning Xu, Zimu Lu, Hongshuo Tian, Rongbao Kang, Jinbo Cao, Yongdong Zhang, An-An Liu
Learning to Supervise Knowledge Retrieval Over a Tree Structure for Visual Question Answering. IEEE Trans. Multim. 26 (2024)
Ke Wang, Junting Pan, Weikang Shi, Zimu Lu, Mingjie Zhan, Hongsheng Li
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset. CoRR (2024)
Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs. ACL (1) (2024)
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning. CoRR (2024)
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. ICLR (2024)
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. ICLR (2024)
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. CoRR (2023)
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. CoRR (2023)
Bowen Xin, Ning Xu, Yingchen Zhai, Tingting Zhang, Zimu Lu, Jing Liu, Weizhi Nie, Xuanya Li, An-An Liu
A comprehensive survey on deep-learning-based visual captioning. Multim. Syst. 29 (6) (2023)
An-An Liu, Zimu Lu, Ning Xu, Weizhi Nie, Wenhui Li
Multi-type decision fusion network for visual Q&A. Image Vis. Comput. 115 (2021)