Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

Pre-Training with Transferable Attention for Addressing Market Shifts in Cross-Market Sequential Recommendation.

[BibT_eX]

[DOI]

Chen Wang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Reasoning and Planning with Large Language Models in Code Development.

[BibT_eX]

[DOI]

Behrooz Omidvar-Tehrani

Shiqi Wang

Hao Zhou

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing.

[BibT_eX]

[DOI]

CoRR, 2023

Episodes Discovery Recommendation with Multi-Source Augmentations.

[BibT_eX]

[DOI]

Ziwei Fan

Alice Wang

Zahra Nazari

CoRR, 2023

Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Personalized federated domain adaptation for item-to-item recommendation.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Graph Collaborative Signals Denoising and Augmentation for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

IGCN: Item Influence Enhanced Graph Convolution Networks for Recommendation of Cold-Start Items.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

TRANSGNN: Towards Knowledge Enhanced Top-K Recommendation via Transformed Heterogeneous Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Federated Social Recommendation with Graph Neural Network.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer.

[BibT_eX]

[DOI]

CoRR, 2022

Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2022

Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Sequential Recommendation via Stochastic Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering.

[BibT_eX]

[DOI]

CoRR, 2020

Basket Recommendation with Multi-Intent Translation Graph Neural Network.

[BibT_eX]