Houxing Ren

42 papers A* 10A 1Journal 24Unranked 7
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
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 — conf
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation.
ACL (1)
Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Aojun Zhou, Junting Pan, 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
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 — conf
Empowering Character-level Text Infilling by Eliminating Sub-Tokens.
ACL (1)
Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Hongsheng Li
2024 J jnl
Empowering Character-level Text Infilling by Eliminating Sub-Tokens.
CoRR
Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Hongsheng Li
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
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation.
CoRR
Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Aojun Zhou, Junting Pan, 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
Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval.
CoRR
Houxing Ren, Linjun Shou, Ning Wu, Ming Gong, Daxin Jiang
2023 J jnl
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval.
CoRR
Houxing Ren, Linjun Shou, Jian Pei, Ning Wu, Ming Gong, Daxin Jiang
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 A* conf
Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics.
ICDE
Jiawei Jiang, Dayan Pan, Houxing Ren, Xiaohan Jiang, Chao Li, Jingyuan Wang
2023 — conf
Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval.
SIGIR-AP
Shengyao Zhuang, Linjun Shou, Jian Pei, Ming Gong, Houxing Ren, Guido Zuccon, Daxin Jiang
2023 J jnl
Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval.
CoRR
Shengyao Zhuang, Linjun Shou, Jian Pei, Ming Gong, Houxing Ren, Guido Zuccon, Daxin Jiang
2022 J jnl
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation.
CoRR
Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon, Daxin Jiang
2022 A* conf
Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval.
EMNLP
Houxing Ren, Linjun Shou, Ning Wu, Ming Gong, Daxin Jiang
2022 A* conf
Generative Adversarial Networks Enhanced Pre-training for Insufficient Electronic Health Records Modeling.
KDD
Houxing Ren, Jingyuan Wang, Wayne Xin Zhao
2022 — conf
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval.
EMNLP (Findings)
Houxing Ren, Linjun Shou, Jian Pei, Ning Wu, Ming Gong, Daxin Jiang
2022 A conf
RSD: A Reinforced Siamese Network with Domain Knowledge for Early Diagnosis.
CIKM
Houxing Ren, Jingyuan Wang, Wayne Xin Zhao
2022 J jnl
Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics.
CoRR
Jiawei Jiang, Dayan Pan, Houxing Ren, Xiaohan Jiang, Chao Li, Jingyuan Wang
2022 A* conf
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval.
IJCAI
Ning Wu, Yaobo Liang, Houxing Ren, Linjun Shou, Nan Duan, Ming Gong, Daxin Jiang
2022 J jnl
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval.
CoRR
Ning Wu, Yaobo Liang, Houxing Ren, Linjun Shou, Nan Duan, Ming Gong, Daxin Jiang
2021 J jnl
GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding.
CoRR
Zilong Wang, Mingjie Zhan, Houxing Ren, Zhaohui Hou, Yuwei Wu, Xingyan Zhang, Ding Liang
2021 A* conf
RAPT: Pre-training of Time-Aware Transformer for Learning Robust Healthcare Representation.
KDD
Houxing Ren, Jingyuan Wang, Wayne Xin Zhao, Ning Wu