Ren, Houxing

1. MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
   2023/10/05 by Wang, Ke, Ren, Houxing, Zhou, Aojun +7 · 30 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)
2. Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics
   2022/11/17 by Jiawei Jiang, Dayan Pan, Jiang, Jiawei +9 · 16 citations
   Computer Science · Social Sciences · #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
3. 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
4. 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
5. MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
   2025/05/15 by Wang, Ke, Pan, Junting, Wei, Linda +8 · 23 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation
   2022/06/21 by Zhuang, Shengyao, Ren, Houxing, Shou, Linjun +4 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
7. WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch
   2025/05/06 by Zhaohui Lu, Yun Yang, Lu, Zimu +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
8. Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning
   2024/06/30 by Zimu Lu, Lu, Zimu, Aojun Zhou +13 · 4 citations
   Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
9. 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
10. Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval
    2023/04/17 by Zhuang, Shengyao, Shou, Linjun, Pei, Jian +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
11. Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval
    2023/03/27 by Houxing Ren, Linjun Shou, Ren, Houxing +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
12. ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation
    2024/05/27 by Houxing Ren, Ren, Houxing, Mingjie Zhan +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques
13. Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval
    2023/03/27 by Houxing Ren, Linjun Shou, Ren, Houxing +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
14. 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
15. 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)