Xinyang Yi
Huazhong University of Science and Technology(CN)
Publications by Year
Research Areas
Recommender Systems and Techniques, Topic Modeling, Advanced Bandit Algorithms Research, Natural Language Processing Techniques, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts(2018)1,069 cited
- → Recommending what video to watch next(2019)301 cited
- → Self-supervised Learning for Large-scale Item Recommendations(2021)221 cited
- → Sampling-bias-corrected neural modeling for large corpus item recommendations(2019)203 cited
- → Mixed Negative Sampling for Learning Two-tower Neural Networks in Recommendations(2020)127 cited
- → A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation(2021)91 cited
- → Off-policy Learning in Two-stage Recommender Systems(2020)71 cited
- → Learning to Embed Categorical Features without Embedding Tables for Recommendation(2021)46 cited
- → Distributionally-robust Recommendations for Improving Worst-case User Experience(2022)38 cited
- → Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems(2020)36 cited