Zimu Lu

32 papers A* 6Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench.
AAAI
Weikang Shi, Houxing Ren, Junting Pan, Aojun Zhou, Ke Wang, Zimu Lu, Yunqiao Yang, Yuxuan Hu, Linda Wei, Mingjie Zhan, Hongsheng Li
2026 J jnl
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench.
CoRR
Weikang Shi, Houxing Ren, Junting Pan, Aojun Zhou, Ke Wang, Zimu Lu, Yunqiao Yang, Yuxuan Hu, Linda Wei, Mingjie Zhan, Hongsheng Li
2026 J jnl
FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation.
CoRR
Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li
2026 J jnl
Medical VLP Model Is Vulnerable: Toward Multimodal Adversarial Attack on Large Medical Vision-Language Models.
IEEE Trans. Circuits Syst. Video Technol.
Zimu Lu, Ning Xu, Hongshuo Tian, Lanjun Wang, An-An Liu
2026 J jnl
SlidesGen-Bench: Evaluating Slides Generation via Computational and Quantitative Metrics.
CoRR
Yunqiao Yang, Wenbo Li, Houxing Ren, Zimu Lu, Ke Wang, Zhiyuan Huang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li
2025 A* conf
Alignment with Fill-In-the-Middle for Enhancing Code Generation.
EMNLP
Houxing Ren, Zimu Lu, Weikang Shi, Haotian Hou, Yunqiao Yang, Ke Wang, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
Alignment with Fill-In-the-Middle for Enhancing Code Generation.
CoRR
Houxing Ren, Zimu Lu, Weikang Shi, Haotian Hou, Yunqiao Yang, Ke Wang, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning.
CoRR
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
2025 — conf
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.
ACL (Findings)
Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li
2025 J jnl
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.
CoRR
Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li
2025 A* conf
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code.
ICLR
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 — conf
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning.
ACL (Findings)
Yunqiao Yang, Houxing Ren, Zimu Lu, Ke Wang, Weikang Shi, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning.
CoRR
Yunqiao Yang, Houxing Ren, Zimu Lu, Ke Wang, Weikang Shi, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
Step-Controlled DPO: Leveraging Stepwise Errors for Enhancing Mathematical Reasoning of Language Models.
Trans. Mach. Learn. Res.
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Yunqiao Yang, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents.
CoRR
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
2025 J jnl
VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing.
CoRR
Ke Wang, Houxing Ren, Zimu Lu, Mingjie Zhan, Hongsheng Li
2025 J jnl
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning.
CoRR
Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch.
CoRR
Zimu Lu, Yunqiao Yang, Houxing Ren, Haotian Hou, Han Xiao, Ke Wang, Weikang Shi, Aojun Zhou, Mingjie Zhan, Hongsheng Li
2024 J jnl
Learning to Supervise Knowledge Retrieval Over a Tree Structure for Visual Question Answering.
IEEE Trans. Multim.
Ning Xu, Zimu Lu, Hongshuo Tian, Rongbao Kang, Jinbo Cao, Yongdong Zhang, An-An Liu
2024 J jnl
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code.
CoRR
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2024 A* conf
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.
ICLR
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
2024 — conf
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.
ACL (1)
Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2024 J jnl
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.
CoRR
Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2024 A* conf
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.
NeurIPS
Ke Wang, Junting Pan, Weikang Shi, Zimu Lu, Houxing Ren, Aojun Zhou, Mingjie Zhan, Hongsheng Li
2024 J jnl
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.
CoRR
Ke Wang, Junting Pan, Weikang Shi, Zimu Lu, Mingjie Zhan, Hongsheng Li
2024 J jnl
Multi-stage reasoning on introspecting and revising bias for visual question answering.
ACM Trans. Web
An-An Liu, Zimu Lu, Ning Xu, Min Liu, Chenggang Yan, Bolun Zheng, Bo Lv, Yulong Duan, Zhuang Shao, Xuanya Li
2024 A* conf
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.
ICLR
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
2024 J jnl
Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning.
CoRR
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2023 J jnl
A comprehensive survey on deep-learning-based visual captioning.
Multim. Syst.
Bowen Xin, Ning Xu, Yingchen Zhai, Tingting Zhang, Zimu Lu, Jing Liu, Weizhi Nie, Xuanya Li, An-An Liu
2023 J jnl
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.
CoRR
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
2023 J jnl
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.
CoRR
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
2021 J jnl
Multi-type decision fusion network for visual Q&A.
Image Vis. Comput.
An-An Liu, Zimu Lu, Ning Xu, Weizhi Nie, Wenhui Li