RAPT: Pre-training of Time-Aware Transformer for Learning Robust Healthcare Representation. - Houxing Ren; Jingyuan Wang 001; Wayne Xin Zhao; Ning Wu (KDD, 2021)

GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding. - Zilong Wang 002; Mingjie Zhan; Houxing Ren; Zhaohui Hou; Yuwei Wu 006; Xingyan Zhang; Ding Liang (CoRR, 2021)

RSD: A Reinforced Siamese Network with Domain Knowledge for Early Diagnosis. - Houxing Ren; Jingyuan Wang 001; Wayne Xin Zhao (CIKM, 2022)

Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval. - Houxing Ren; Linjun Shou; Jian Pei 001; Ning Wu; Ming Gong 001; Daxin Jiang (EMNLP (Findings), 2022)

Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval. - Houxing Ren; Linjun Shou; Ning Wu; Ming Gong 001; Daxin Jiang (EMNLP, 2022)

Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval. - Ning Wu; Yaobo Liang; Houxing Ren; Linjun Shou; Nan Duan; Ming Gong 001; Daxin Jiang (IJCAI, 2022)

Generative Adversarial Networks Enhanced Pre-training for Insufficient Electronic Health Records Modeling. - Houxing Ren; Jingyuan Wang 001; Wayne Xin Zhao (KDD, 2022)

Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation. - Shengyao Zhuang; Houxing Ren; Linjun Shou; Jian Pei 001; Ming Gong 001; Guido Zuccon; Daxin Jiang (CoRR, 2022)

Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics. - Jiawei Jiang 003; Dayan Pan; Houxing Ren; Xiaohan Jiang; Chao Li 001; Jingyuan Wang 001 (ICDE, 2023)

Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval. - Shengyao Zhuang; Linjun Shou; Jian Pei 001; Ming Gong 001; Houxing Ren; Guido Zuccon; Daxin Jiang (SIGIR-AP, 2023)

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs. - Zimu Lu; Aojun Zhou; Houxing Ren; Ke Wang 036; Weikang Shi; Junting Pan; Mingjie Zhan; Hongsheng Li 001 (ACL (1), 2024)

Empowering Character-level Text Infilling by Eliminating Sub-Tokens. - Houxing Ren; Mingjie Zhan; Zhongyuan Wu; Hongsheng Li 001 (ACL (1), 2024)

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. - Ke Wang 036; Houxing Ren; Aojun Zhou; Zimu Lu; Sichun Luo; Weikang Shi; Renrui Zhang; Linqi Song; Mingjie Zhan; Hongsheng Li 001 (ICLR, 2024)

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset. - Ke Wang 036; Junting Pan; Weikang Shi; Zimu Lu; Houxing Ren; Aojun Zhou; Mingjie Zhan; Hongsheng Li 001 (NeurIPS, 2024)

Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning. - Zimu Lu; Aojun Zhou; Ke Wang 036; Houxing Ren; Weikang Shi; Junting Pan; Mingjie Zhan; Hongsheng Li 001 (CoRR, 2024)

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning. - Ke Wang 036; Junting Pan; Linda Wei; Aojun Zhou; Weikang Shi; Zimu Lu; Han Xiao 010; Yunqiao Yang; Houxing Ren; Mingjie Zhan; Hongsheng Li 001 (ACL (Findings), 2025)

ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation. - Houxing Ren; Mingjie Zhan; Zhongyuan Wu; Aojun Zhou; Junting Pan; Hongsheng Li 001 (ACL (1), 2025)

Probability-Consistent Preference Optimization for Enhanced LLM Reasoning. - Yunqiao Yang; Houxing Ren; Zimu Lu; Ke Wang 036; Weikang Shi; Aojun Zhou; Junting Pan; Mingjie Zhan; Hongsheng Li 001 (ACL (Findings), 2025)

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code. - Zimu Lu; Aojun Zhou; Ke Wang 036; Houxing Ren; Weikang Shi; Junting Pan; Mingjie Zhan; Hongsheng Li 001 (ICLR, 2025)

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch. - Zimu Lu; Yunqiao Yang; Houxing Ren; Haotian Hou; Han Xiao 010; Ke Wang 036; Weikang Shi; Aojun Zhou; Mingjie Zhan; Hongsheng Li 001 (CoRR, 2025)