Publications

2021

• Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems.
  Yinan Zhang, Boyang Li, Yong Liu, Hao Wang and Chunyan Miao.
  In KDD’21. Acceptance rate: 15.4%, research track.
  [Paper] [Code] [Video]
• Learning Hierarchical Review Graph Representations for Recommendation.
  Yong Liu, Susen Yang, Yinan Zhang, Chunyan Miao, Zaiqing Nie and Juyong Zhang.
  In IEEE Transactions on Knowledge and Data Engineering. Regular paper.
  [Paper]

2020

• Learning Personalized Itemset Mapping for Cross-Domain Recommendation.
  Yinan Zhang, Yong Liu, Peng Han, Chunyan Miao, Lizhen Cui, Baoli Li and Haihong Tang.
  In IJCAI’20. Acceptance rate: 12.6%, main track.
  [Paper] [Code] [Slides]

2017

• Crowd-enabled Pareto-Optimal Objects Finding Employing Multi-Pairwise-Comparison Questions.
  Chang Liu, Yinan Zhang, Lei Liu, Lizhen Cui, Dong Yuan, Chunyan Miao.
  In CIKM’17. Acceptance rate: 20%, full paper.
  [Paper]