Tianxin Wei

Publications by Year

Research Areas

Topic Modeling, Advanced Graph Neural Networks, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Natural Language Processing Techniques

Most-Cited Works

• → Causal Intervention for Leveraging Popularity Bias in Recommendation(2021)405 cited
• → Fast Adaptation for Cold-Start Collaborative Filtering with Meta-Learning(2020)55 cited
• → Comprehensive Fair Meta-learned Recommender System(2022)47 cited
• → Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative(2022)32 cited
• → Scalable and Effective Generative Information Retrieval(2024)22 cited
• → TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation(2024)14 cited
• → Robust Basket Recommendation via Noise-tolerated Graph Contrastive Learning(2023)7 cited
• → Meta Clustering of Neural Bandits(2024)6 cited
• → Adaptive Test-Time Personalization for Federated Learning(2023)5 cited
• → PyG-SSL: A Graph Self-Supervised Learning Toolkit(2024)3 cited