Houxing Ren

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

Jiawei Jiang, Dayan Pan, Houxing Ren et al. · 2023 · 88 citations

Computing, Geoinformatics, Transport +15

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

Houxing Ren, Jingyuan Wang, Wayne Xin Zhao et al. · 2021 · 36 citations

Computing, Biomedical Informatics, Health Informatics +13

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

Shengyao Zhuang, Houxing Ren, Linjun Shou et al. · arXiv (Cornell University) · 2022 · 23 citations · Full text

Computing, Computer Science, Information Systems +16

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

Houxing Ren, Jingyuan Wang, Wayne Xin Zhao · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 20 citations

Computing, Biomedical Informatics, Health Informatics +15

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Zimu Lu, Aojun Zhou, Houxing Ren et al. · 2024 · 12 citations · Full text

Computing, Computer Science, Algorithms +10