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

Graph Trend Filtering Networks for Recommendation.

[BibT_eX]

[DOI]

Wenqi Fan

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

DDR: Dialogue Based Doctor Recommendation for Online Medical Service.

[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

AdaFS: Adaptive Feature Selection in Deep Recommender System.

[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

Knowledge-enhanced Black-box Attacks for Recommendations.

[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

MLP4Rec: A Pure MLP Architecture for Sequential Recommendations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Automated Self-Supervised Learning for Graphs.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

AutoAssign: Automatic Shared Embedding Assignment in Streaming Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

MAE4Rec: Storage-saving Transformer for Sequential Recommendations.

[BibT_eX]

[DOI]

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

Hierarchical Item Inconsistency Signal Learning for Sequence Denoising in Sequential Recommendation.

[BibT_eX]

[DOI]

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

Gromov-Wasserstein Guided Representation Learning for Cross-Domain Recommendation.

[BibT_eX]

[DOI]

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

PROPN: Personalized Probabilistic Strategic Parameter Optimization in Recommendations.

[BibT_eX]

[DOI]

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

Multi-Type Urban Crime Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Progressive Cellular Architecture in Microscale Gas Chromatography for Broad Chemical Analyses.

[BibT_eX]

[DOI]

Yogesh B. Gianchandani

Sensors, 2021

Graph Trend Networks for Recommendations.

[BibT_eX]

[DOI]

CoRR, 2021

Data-Efficient Reinforcement Learning for Malaria Control.

[BibT_eX]

[DOI]

CoRR, 2021

UserSim: User Simulation via Supervised GenerativeAdversarial Network.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

AutoDim: Field-aware Embedding Dimension Searchin Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Towards Long-term Fairness in Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

DRL4IR: 2nd Workshop on Deep Reinforcement Learning for Information Retrieval.

[BibT_eX]

[DOI]

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

AutoLoss: Automated Loss Function Search in Recommendations.

[BibT_eX]

[DOI]

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

AutoEmb: Automated Embedding Dimensionality Search in Streaming Recommendations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Attacking Black-box Recommendations via Copying Cross-domain User Profiles.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Memory-efficient Embedding for Recommendations.

[BibT_eX]

[DOI]

CoRR, 2020

AutoEmb: Automated Embedding Dimensionality Search in Streaming Recommendations.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring Spatio-Temporal and Cross-Type Correlations for Crime Prediction.

[BibT_eX]

[DOI]

Xiangyu Zhao

Jiliang Tang

CoRR, 2020

Neural Interactive Collaborative Filtering.

[BibT_eX]

[DOI]

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

Automated Embedding Size Search in Deep Recommender Systems.

[BibT_eX]

[DOI]

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

Deep Reinforcement Learning for Information Retrieval: Fundamentals and Advances.

[BibT_eX]

[DOI]

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

Jointly Learning to Recommend and Advertise.

[BibT_eX]

[DOI]

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

Whole-Chain Recommendations.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Deep reinforcement learning for search, recommendation, and online advertising: a survey.

[BibT_eX]

[DOI]

SIGWEB Newsl., 2019

Deep Reinforcement Learning for Online Advertising in Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Toward Simulating Environments in Reinforcement Learning Based Recommendations.

[BibT_eX]

[DOI]

CoRR, 2019

Model-Based Reinforcement Learning for Whole-Chain Recommendations.

[BibT_eX]

[DOI]

CoRR, 2019

Automatic Peak Integration and Baseline Correction for Micro-scale Gas Chromatographs Using Continuous Wavelet Transform.

[BibT_eX]

[DOI]

Xiangyu Zhao

Yutao Qin

Yogesh B. Gianchandani

Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

2018

Crime in Urban Areas: : A Data Mining Perspective.

[BibT_eX]

[DOI]

Xiangyu Zhao

Jiliang Tang

SIGKDD Explor., 2018

Reinforcement Learning for Online Information Seeking.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Reinforcement Learning for List-wise Recommendations.

[BibT_eX]

[DOI]

CoRR, 2018

Deep reinforcement learning for page-wise recommendations.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning.

[BibT_eX]

[DOI]

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

2017

Incorporating Spatio-Temporal Smoothness for Air Quality Inference.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Exploring Transfer Learning for Crime Prediction.

[BibT_eX]

[DOI]

Xiangyu Zhao

Jiliang Tang

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Modeling Temporal-Spatial Correlations for Crime Prediction.

[BibT_eX]

[DOI]

Xiangyu Zhao

Jiliang Tang

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

CoSoLoRec: Joint Factor Model with Content, Social, Location for Heterogeneous Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2016

Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Exploring the Choice Under Conflict for Social Event Participation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Xiangyu Zhao

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