Fanmeng Wang (王钒锰 in Chinese) is currently a Ph.D. student at the Gaoling School of Artificial Intelligence, Renmin University of China, under the supervision of Prof. Hongteng Xu. Before that, he received his B.S. degree from the School of Information Science and Engineering, Southeast University in June 2022.

His research lies in structured data-oriented machine learning and applications. In particular, He is very interested in geometric deep learning, graph representation learning, and AI4Science.

Feel free to reach him at fanmengwang@ruc.edu.cn for collaborations or discussions!

🔥 News

  • 2024.07:  🎉🎉 One paper is accepted by CIKM 2024. Thanks to all collaborators!

📝 Selected Publications

  • MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction [Paper] [Code] [Website]
    • Fanmeng Wang, Wentao Guo, Minjie Cheng, Shen Yuan, Hongteng Xu, Zhifeng Gao
    • Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024)
  • MPerformer: An SE(3) Transformer-based Molecular Perceptron [Paper] [Code] [Website]
    • Fanmeng Wang, Hongteng Xu, Xi Chen, Shuqi Lu, Yuqing Deng, Wenbing Huang
    • Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023)

🎖️ Honors and Awards

  • 2022, Outstanding Undergraduate Graduate, Southeast University.
  • 2019, First Prize, Higher Mathematics Competition in Provinces, Jiangsu.

📖 Educations

  • 2022.09 - Present, Ph.D. student in the Gaoling School of Artificial Intelligence, Renmin University of China.
  • 2018.09 - 2022.06, Undergraduate student in the School of Information Science and Engineering, Southeast University.

💻 Internships

Updated on Nov.13, 2024