Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Ada-GNN: Adapting to Local Patterns for Improving Graph Neural Networks.

[BibT_eX]

[DOI]

Zihan Luo

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Reinforcement Subgraph Reasoning for Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Friend Recommendations with Self-Rescaling Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Improving Relevance Modeling via Heterogeneous Behavior Graph Learning in Bing Ads.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Tiger: Transferable Interest Graph Embedding for Domain-Level Zero-Shot Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations.

[BibT_eX]

[DOI]

CoRR, 2021

Self-supervised Graph Learning for Recommendation.

[BibT_eX]

[DOI]

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

Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation.

[BibT_eX]

[DOI]

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

Reinforced Anchor Knowledge Graph Generation for News Recommendation Reasoning.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Graph Convolution Machine for Context-aware Recommender System.

[BibT_eX]

[DOI]

CoRR, 2020

LightRec: A Memory and Search-Efficient Recommender System.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

KRED: Knowledge-Aware Document Representation for News Recommendations.

[BibT_eX]

[DOI]

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

In Search for a Cure: Recommendation With Knowledge Graph on CORD-19.

[BibT_eX]

[DOI]

Miguel González-Fierro

Andreas Argyriou

Tao Wu

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

MIND: A Large-scale Dataset for News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Fast and Accurate Knowledge-Aware Document Representation Enhancement for News Recommendations.

[BibT_eX]

[DOI]

CoRR, 2019

A Novel User Representation Paradigm for Making Personalized Candidate Retrieval.

[BibT_eX]

[DOI]

CoRR, 2019

Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Relation-Aware Graph Convolutional Networks for Agent-Initiated Social E-Commerce Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

News Graph: An Enhanced Knowledge Graph for News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems, 2019

2018

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Restaurant Survival Analysis with Heterogeneous Information.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

CCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

A Multifaceted Model for Cross Domain Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2017

2016

Cross-Device User Matching Based on Massive Browse Logs: The Runner-Up Solution for the 2016 CIKM Cup.

[BibT_eX]

[DOI]

Jianxun Lian

Xing Xie

CoRR, 2016

2015

Content-Based Collaborative Filtering for News Topic Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Jianxun Lian

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