Wayne Xin Zhao
Renmin University of China(CN)
Publications by Year
Research Areas
Topic Modeling, Recommender Systems and Techniques, Natural Language Processing Techniques, Advanced Graph Neural Networks, Multimodal Machine Learning Applications
Most-Cited Works
- → A Survey of Large Language Models(2023)1,375 cited
- → Comparing Twitter and Traditional Media Using Topic Models(2011)1,208 cited
- → Heterogeneous Information Network Embedding for Recommendation(2018)1,205 cited
- → A survey on large language model based autonomous agents(2024)910 cited
- → Pre-trained models: Past, present and future(2021)909 cited
- → Leveraging Meta-path based Context for Top- N Recommendation with A Neural Co-Attention Model(2018)682 cited
- → Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning(2022)499 cited
- → Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks(2018)471 cited
- → PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction(2023)448 cited
- → RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms(2021)386 cited