Houxing Ren

According to our database, Houxing Ren authored at least 20 papers between 2021 and 2025.

Collaborative distances:

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

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

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

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

ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation.

Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Aojun Zhou, Junting Pan, Hongsheng Li

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

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, 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

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

Empowering Character-level Text Infilling by Eliminating Sub-Tokens.

Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Hongsheng Li

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval.

Shengyao Zhuang, Linjun Shou, Jian Pei, Ming Gong, Houxing Ren, Guido Zuccon, Daxin Jiang

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics.

Jiawei Jiang, Dayan Pan, Houxing Ren, Xiaohan Jiang, Chao Li, Jingyuan Wang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation.

Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon, Daxin Jiang

CoRR, 2022

Generative Adversarial Networks Enhanced Pre-training for Insufficient Electronic Health Records Modeling.

Houxing Ren, Jingyuan Wang, Wayne Xin Zhao

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval.

Ning Wu, Yaobo Liang, Houxing Ren, Linjun Shou, Nan Duan, Ming Gong, Daxin Jiang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval.

Houxing Ren, Linjun Shou, Ning Wu, Ming Gong, Daxin Jiang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval.

Houxing Ren, Linjun Shou, Jian Pei, Ning Wu, Ming Gong, Daxin Jiang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

RSD: A Reinforced Siamese Network with Domain Knowledge for Early Diagnosis.

Houxing Ren, Jingyuan Wang, Wayne Xin Zhao

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding.

Zilong Wang, Mingjie Zhan, Houxing Ren, Zhaohui Hou, Yuwei Wu, Xingyan Zhang, Ding Liang

CoRR, 2021

RAPT: Pre-training of Time-Aware Transformer for Learning Robust Healthcare Representation.

Houxing Ren, Jingyuan Wang, Wayne Xin Zhao, Ning Wu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021