Publications

Please find my full list of publications on Google Scholar.

Representative Papers

• Graph Neural Prompting with Large Language Models
  Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh Chawla, Panpan Xu
  AAAI’24 [ Paper | Code ]

• Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency
  Yijun Tian, Chuxu Zhang, Zhichun Guo, Xiangliang Zhang, Nitesh Chawla
  ICLR’23 [ Paper | Code ]
  honorable mention for Spotlight paper

• Heterogeneous Graph Masked Autoencoders
  Yijun Tian, Kaiwen Dong, Chunhui Zhang, Chuxu Zhang, Nitesh Chawla
  AAAI’23 [ Paper | Code ]
  honorable mention for Oral paper

• RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation
  Yijun Tian, Chuxu Zhang, Zhichun Guo, Chao Huang, Ronald Metoyer, Nitesh Chawla
  IJCAI’22 [ Paper | Code ]

Reference