Publications

1. 
   Physical Consistency Bridges Heterogeneous Data in Molecular Multi‑Task Learning

   Yuxuan Ren†, Dihan Zheng†, Chang Liu*, Peiran Jin, Yu Shi, Lin Huang, Jiyan He, Shengjie Luo, Tao Qin, Tie-Yan Liu., et al.

   NeurIPS, 2024

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2. 
   Neural P3M: Long‑Range Interaction Modeling Enhancer for Geometric GNNs

   Yusong Wang†, Chaoran Cheng†, Shaoning Li†, Yuxuan Ren, Bin Shao, Ge Liu, Pheng-Ann Heng, Nanning Zheng.

   NeurIPS, 2024

   PDF
3. 
   CryoGEN: Energy‑based Cryo‑ET Reconstruction

   Yunfei Teng†, Yuxuan Ren†, Kai Chen, Xi Chen, Zhaoming Chen, Qiwei Ye.

   ICLR, 2025 (preprint)

   PDF