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2020 – today
- 2025
[j5]Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Yunqiao Yang, Junting Pan, Mingjie Zhan, Hongsheng Li:
Step-Controlled DPO: Leveraging Stepwise Errors for Enhancing Mathematical Reasoning of Language Models. Trans. Mach. Learn. Res. 2025 (2025)- [c7]Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li:
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning. ACL (Findings) 2025: 2505-2534 - [c6]Yunqiao Yang, Houxing Ren, Zimu Lu, Ke Wang, Weikang Shi, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li:
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning. ACL (Findings) 2025: 6435-6448 - [c5]Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li:
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code. ICLR 2025 - [i14]Zimu Lu, Yunqiao Yang, Houxing Ren, Haotian Hou, Han Xiao, Ke Wang, Weikang Shi, Aojun Zhou, Mingjie Zhan, Hongsheng Li:
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch. CoRR abs/2505.03733 (2025) - [i13]Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li:
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning. CoRR abs/2505.10557 (2025) - [i12]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:
UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents. CoRR abs/2505.21496 (2025) - [i11]Yunqiao Yang, Houxing Ren, Zimu Lu, Ke Wang, Weikang Shi, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li:
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning. CoRR abs/2505.23540 (2025) - [i10]Houxing Ren, Zimu Lu, Weikang Shi, Haotian Hou, Yunqiao Yang, Ke Wang, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li:
Alignment with Fill-In-the-Middle for Enhancing Code Generation. CoRR abs/2508.19532 (2025) - [i9]Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Junting Pan, Mingjie Zhan, Hongsheng Li:
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning. CoRR abs/2509.22644 (2025) - [i8]Ke Wang, Houxing Ren, Zimu Lu, Mingjie Zhan, Hongsheng Li:
VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing. CoRR abs/2509.22651 (2025) - [i7]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:
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning. CoRR abs/2510.14958 (2025) - 2024
- [j4]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: 6689-6700 (2024) - [j3]An-An Liu, Zimu Lu, Ning Xu, Min Liu, Chenggang Yan, Bolun Zheng, Bo Lv, Yulong Duan, Zhuang Shao, Xuanya Li:
Multi-stage reasoning on introspecting and revising bias for visual question answering. ACM Trans. Web 18(4): 44:1-44:13 (2024) - [c4]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: 2732-2747 - [c3]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 - [c2]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 - [c1]Ke Wang, Junting Pan, Weikang Shi, Zimu Lu, Houxing Ren, Aojun Zhou, Mingjie Zhan, Hongsheng Li:
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset. NeurIPS 2024 - [i6]Ke Wang, Junting Pan, Weikang Shi, Zimu Lu, Mingjie Zhan, Hongsheng Li:
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset. CoRR abs/2402.14804 (2024) - [i5]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 abs/2402.16352 (2024) - [i4]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 abs/2407.00782 (2024) - [i3]Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li:
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code. CoRR abs/2410.08196 (2024) - 2023
- [j2]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): 3781-3804 (2023) - [i2]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 abs/2308.07921 (2023) - [i1]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 abs/2310.03731 (2023) - 2021
- [j1]An-An Liu, Zimu Lu, Ning Xu, Weizhi Nie, Wenhui Li:
Multi-type decision fusion network for visual Q&A. Image Vis. Comput. 115: 104281 (2021)
Coauthor Index
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