Song, Xiaozhuang

6 publications

AAAI 2025 Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining Xiaozhuang Song, Yuzhao Tu, Hangting Ye, Wei Fan, Qingquan Zhang, Xiaoxue Wang, Tianshu Yu

TMLR 2025 Enhancing Molecular Conformer Generation via Fragment- Augmented Diffusion Pretraining Xiaozhuang Song, Yuzhao Tu, Tianshu Yu

NeurIPS 2025 The Underappreciated Power of Vision Models for Graph Structural Understanding Xinjian Zhao, Wei Pang, Zhongkai Xue, Xiangru Jian, Lei Zhang, Yaoyao Xu, Xiaozhuang Song, Shu Wu, Tianshu Yu

ECML-PKDD 2024 Boosting Protein Language Models with Negative Sample Mining Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu

ICLR 2024 PTaRL: Prototype-Based Tabular Representation Learning via Space Calibration Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dan dan Guo, Yi Chang

NeurIPS 2022 Efficient and Effective Multi-Task Grouping via Meta Learning on Task Combinations Xiaozhuang Song, Shun Zheng, Wei Cao, James Yu, Jiang Bian