Lu, Zimu
- Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
2024/02/22 by Ke Wang, Junting Pan, Wang, Ke +9 · 170 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #History and Overview (math.HO) #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
- MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
2023/10/05 by Wang, Ke, Ren, Houxing, Zhou, Aojun +7 · 29 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs
2024/02/26 by Lu, Zimu, Zhou, Aojun, Ren, Houxing +5 · 20 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
2023/08/15 by Aojun Zhou, Ke Wang, Zhou, Aojun +19 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code
2024/10/10 by Zimu Lu, Aojun Zhou, Lu, Zimu +13 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
2025/05/15 by Wang, Ke, Pan, Junting, Wei, Linda +8 · 22 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch
2025/05/06 by Zhaohui Lu, Lu, Zimu, Yun Yang +15 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Web Data Mining and Analysis
- Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning
2024/06/30 by Zimu Lu, Aojun Zhou, Lu, Zimu +13 · 4 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
- UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents
2025/05/27 by Han Xiao, Xiao, Han, Guozhi Wang +27 · 6 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Agent-Based Network Management #Peer-to-Peer Network Technologies
- MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
2025/10/16 by Shi, Weikang, Yu, Aldrich, Fang, Rongyao +11 · 8 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Alignment with Fill-In-the-Middle for Enhancing Code Generation
2025/08/27 by Ren, Houxing, Lu, Zimu, Shi, Weikang +7 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing
2025/09/26 by Wang, Ke, Ren, Houxing, Lu, Zimu +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Sound (cs.SD)