Yongxin Ni
National University of Singapore(SG)
Publications by Year
Research Areas
Recommender Systems and Techniques, Topic Modeling, Multimodal Machine Learning Applications, Advanced Graph Neural Networks, Image Retrieval and Classification Techniques
Most-Cited Works
- → Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited(2023)152 cited
- → A comprehensive review of community detection in graphs(2024)73 cited
- → Global and Personalized Graphs for Heterogeneous Sequential Recommendation by Learning Behavior Transitions and User Intentions(2022)27 cited
- → Online Distillation-enhanced Multi-modal Transformer for Sequential Recommendation(2023)25 cited
- → Multi-Modality is All You Need for Transferable Recommender Systems(2024)16 cited
- → Factored heterogeneous similarity model for recommendation with implicit feedback(2021)11 cited
- → NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation(2024)11 cited
- → An Image Dataset for Benchmarking Recommender Systems with Raw Pixels(2024)10 cited
- → Causality-Inspired Fair Representation Learning for Multimodal Recommendation(2025)3 cited
- → Frequency-Decoupled Distillation for Efficient Multimodal Recommendation(2025)3 cited