Wang, Xiaonan

4 publications

ICLRW 2025 Accelerating High-Efficiency Organic Photovoltaic Discovery via Pretrained Graph Neural Networks and Generative Reinforcement Learning Jiangjie Qiu, Hou Hei Lam, Xiuyuan Hu, Wentao Li, Siwei Fu, Fankun Zeng, Hao Zhang, Xiaonan Wang

ICLRW 2025 MatWheel: Addressing Data Scarcity in Materials Science Through Synthetic Data Wentao Li, 陈奕哲, Jiangjie Qiu, Xiaonan Wang

ICLRW 2025 MoMa: A Modular Deep Learning Framework for Material Property Prediction Botian Wang, Yawen Ouyang, Yaohui Li, Yiqun Wang, Haorui Cui, Jianbing Zhang, Xiaonan Wang, Wei-Ying Ma, Hao Zhou

ICMLW 2024 Integrating Chemistry Knowledge in Large Language Models via Prompt Engineering Hongxuan Liu, Haoyu Yin, Zhiyao Luo, Xiaonan Wang