Zimu Lu

According to our database, Zimu Lu authored at least 25 papers between 2021 and 2026.

Collaborative distances:

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

2026

Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning.

Houxing Ren, Mingjie Zhan, Zimu Lu, Ke Wang, Yunqiao Yang, Haotian Hou, Hongsheng Li

CoRR, April, 2026

Medical VLP Model Is Vulnerable: Toward Multimodal Adversarial Attack on Large Medical Vision-Language Models.

Zimu Lu, Ning Xu, Hongshuo Tian, Lanjun Wang, An-An Liu

IEEE Trans. Circuits Syst. Video Technol., February, 2026

FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation.

Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li

CoRR, February, 2026

SlidesGen-Bench: Evaluating Slides Generation via Computational and Quantitative Metrics.

Yunqiao Yang, Wenbo Li, Houxing Ren, Zimu Lu, Ke Wang, Zhiyuan Huang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li

CoRR, January, 2026

From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench.

Weikang Shi, Houxing Ren, Junting Pan, Aojun Zhou, Ke Wang, Zimu Lu, Yunqiao Yang, Yuxuan Hu, Linda Wei, Mingjie Zhan, Hongsheng Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning.

Weikang Shi, Aldrich Yu, Rongyao Fang, Houxing Ren, Ke Wang, Aojun Zhou, Changyao Tian, Xinyu Fu, Yuxuan Hu, Zimu Lu, Linjiang Huang, Si Liu, Rui Liu, Hongsheng Li

CoRR, October, 2025

VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing.

Ke Wang, Houxing Ren, Zimu Lu, Mingjie Zhan, Hongsheng Li

CoRR, September, 2025

WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning.

Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Junting Pan, Mingjie Zhan, Hongsheng Li

CoRR, September, 2025

UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents.

Han Xiao, Guozhi Wang, Yuxiang Chai, Zimu Lu, Weifeng Lin, Hao He, Lue Fan, Liuyang Bian, Rui Hu, Liang Liu, Shuai Ren, Yafei Wen, Xiaoxin Chen, Aojun Zhou, Hongsheng Li

CoRR, May, 2025

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch.

Zimu Lu, Yunqiao Yang, Houxing Ren, Haotian Hou, Han Xiao, Ke Wang, Weikang Shi, Aojun Zhou, Mingjie Zhan, Hongsheng Li

CoRR, May, 2025

Step-Controlled DPO: Leveraging Stepwise Errors for Enhancing Mathematical Reasoning of Language Models.

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

Trans. Mach. Learn. Res., 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Alignment with Fill-In-the-Middle for Enhancing Code Generation.

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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Probability-Consistent Preference Optimization for Enhanced LLM Reasoning.

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.

Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

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

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

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.

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

CoRR, 2024

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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