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

Improving Knowledge Tracing with Collaborative Information.

[BibT_eX]

[DOI]

Ting Long

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

Multi-Behavior Sequential Transformer Recommender.

[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

Multi-Level Interaction Reranking with User Behavior History.

[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

RankFlow: Joint Optimization of Multi-Stage Cascade Ranking Systems as Flows.

[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

ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems.

[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

Neural Re-ranking for Multi-stage Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

4th Workshop on Deep Learning Practice and Theory for High-Dimensional Sparse and Imbalanced Data with KDD 2022.

[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

CausalInt: Causal Inspired Intervention for Multi-Scenario Recommendation.

[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

Unsupervised Learning Style Classification for Learning Path Generation in Online Education Platforms.

[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

Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation.

[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

An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Neural Re-ranking in Multi-stage Recommender Systems: A Review.

[BibT_eX]

[DOI]

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

AutoAssign: Automatic Shared Embedding Assignment in Streaming Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Memorize, Factorize, or be Naive: Learning Optimal Feature Interaction Methods for CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

MISS: Multi-Interest Self-Supervised Learning Framework for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Automatical Graph-based Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Educational Data Mining, 2022

Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks.

[BibT_eX]

[DOI]

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

Balancing Utility and Exposure Fairness for Integrated Ranking with Reinforcement Learning.

[BibT_eX]

[DOI]

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

Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation.

[BibT_eX]

[DOI]

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

OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction.

[BibT_eX]

[DOI]

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

IntTower: The Next Generation of Two-Tower Model for Pre-Ranking System.

[BibT_eX]

[DOI]

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

LCD: Adaptive Label Correction for Denoising Music Recommendation.

[BibT_eX]

[DOI]

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

Numerical Feature Representation with Hybrid <i>N</i>-ary Encoding.

[BibT_eX]

[DOI]

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

2021

Towards Low-loss 1-bit Quantization of User-item Representations for Top-K Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Content Filtering Enriched GNN Framework for News Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Context-aware Reranking with Utility Maximization for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2021

AutoFT: Automatic Fine-Tune for Parameters Transfer Learning in Click-Through Rate Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

QA4PRF: A Question Answering Based Framework for Pseudo Relevance Feedback.

[BibT_eX]

[DOI]

IEEE Access, 2021

An Adversarial Imitation Click Model for Information Retrieval.

[BibT_eX]

[DOI]

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

A Graph-Enhanced Click Model for Web Search.

[BibT_eX]

[DOI]

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

ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table.

[BibT_eX]

[DOI]

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

Learning to Build High-Fidelity and Robust Environment Models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

On Effective Scheduling of Model-based Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

ModularNAS: Towards Modularized and Reusable Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

3rd International Workshop on Deep Learning Practice for High-Dimensional Sparse Data with KDD 2021.

[BibT_eX]

[DOI]

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

Retrieval & Interaction Machine for Tabular Data Prediction.

[BibT_eX]

[DOI]

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

Dual Graph enhanced Embedding Neural Network for CTR Prediction.

[BibT_eX]

[DOI]

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

An Embedding Learning Framework for Numerical Features in CTR Prediction.

[BibT_eX]

[DOI]

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

Deep Learning for Click-Through Rate Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Extracting Attentive Social Temporal Excitation 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

Semi-deterministic and Contrastive Variational Graph Autoencoder for 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

Enhancing Explicit and Implicit Feature Interactions via Information Sharing for Parallel Deep CTR Models.

[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

State representation modeling for deep reinforcement learning based recommendation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Top-aware reinforcement learning based recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2020

AutoDis: Automatic Discretization for Embedding Numerical Features in CTR Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

A Practical Incremental Method to Train Deep CTR Models.

[BibT_eX]

[DOI]

CoRR, 2020

Personalized Re-ranking for Improving Diversity in Live Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2020

Dual-attentional Factorization-Machines based Neural Network for User Response Prediction.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

End-to-End Deep Reinforcement Learning based Recommendation with Supervised Embedding.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning.

[BibT_eX]

[DOI]

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

Neighbor Interaction Aware Graph Convolution Networks for Recommendation.

[BibT_eX]

[DOI]

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

Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach.

[BibT_eX]

[DOI]

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

AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction.

[BibT_eX]

[DOI]

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

Multi-Branch Convolutional Network for Context-Aware Recommendation.

[BibT_eX]

[DOI]

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

Balancing Between Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

A Framework for Recommending Accurate and Diverse Items Using Bayesian Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation.

[BibT_eX]

[DOI]

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

AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

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

DropNAS: Grouped Operation Dropout for Differentiable Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems.

[BibT_eX]

[DOI]

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

Personalized Re-ranking with Item Relationships for E-commerce.

[BibT_eX]

[DOI]

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

AutoFeature: Searching for Feature Interactions and Their Architectures for Click-through Rate Prediction.

[BibT_eX]

[DOI]

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

U-rank: Utility-oriented Learning to Rank with Implicit Feedback.

[BibT_eX]

[DOI]

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

TGCN: Tag Graph Convolutional Network for Tag-Aware Recommendation.

[BibT_eX]

[DOI]

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

2019

Product-Based Neural Networks for User Response Prediction over Multi-Field Categorical Data.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Order-aware Embedding Neural Network for CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

PAL: a position-bias aware learning framework for CTR prediction in live recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

A Novel KNN Approach for Session-Based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Multi-graph Convolution Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Optimizing Ranking Algorithm in Recommender System via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling.

[BibT_eX]

[DOI]

CoRR, 2018

An Adjustable Heat Conduction based KNN Approach for Session-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Collaborative Filtering with Graph-based Implicit Feedback.

[BibT_eX]

[DOI]

CoRR, 2018

Field-aware probabilistic embedding neural network for CTR prediction.

[BibT_eX]

[DOI]

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

Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Holistic Neural Network for CTR Prediction.

[BibT_eX]

[DOI]

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

DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Graph-Based Push Service Platform.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

2016

A Framework for Sampling-Based XML Data Pricing.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2016

On efficient conditioning of probabilistic relational databases.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

2015

Valuating Queries for Data Trading in Modern Cities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

An efficient and truthful pricing mechanism for team formation in crowdsourcing markets.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Expressing and Processing Path-Centric XML Queries.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2015

Mining target users for online marketing based on App Store data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

An Efficient Conditioning Method for Probabilistic Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Get a Sample for a Discount - Sampling-Based XML Data Pricing.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2014

Conditioning Probabilistic Relational Data with Referential Constraints.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

Integration of Web Sources Under Uncertainty and Dependencies Using Probabilistic XML.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

2013

The Price Is Right - Models and Algorithms for Pricing Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2013

What You Pay for Is What You Get.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2013

Querying Semi-structured Data with Mutual Exclusion.

[BibT_eX]

[DOI]

Huayu Wu

Ruiming Tang

Tok Wang Ling

Proceedings of the Database Systems for Advanced Applications, 2013

2012

A Hybrid Approach for General XML Query Processing.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2012

A Framework for Conditioning Uncertain Relational Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2012

2011

Measuring XML Structured-ness with Entropy.

[BibT_eX]

[DOI]

Ruiming Tang

Huayu Wu

Stéphane Bressan

Proceedings of the Web-Age Information Management, 2011

Edit Distance between XML and Probabilistic XML Documents.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2011

Ruiming Tang

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