Dawei Yin

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

SceneRec: Scene-Based Graph Neural Networks for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Extending Database Technology, 2021

CLASS: A Novel Method for Chinese Legal Judgments Summarization.

[BibT_eX]

[DOI]

Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

Enhancing Question Generation with Commonsense Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

MGNETS: Multi-Graph Neural Networks for Table Search.

[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

Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Report on the international workshop on natural language processing for recommendations (NLP4REC 2020) workshop held at WSDM 2020.

[BibT_eX]

[DOI]

SIGIR Forum, 2020

Robust Reinforcement Learning with Wasserstein Constraint.

[BibT_eX]

[DOI]

CoRR, 2020

GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Keywords Generation Improves E-Commerce Session-based Recommendation.

[BibT_eX]

[DOI]

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

Pseudo Dyna-Q: A Reinforcement Learning Framework for Interactive Recommendation.

[BibT_eX]

[DOI]

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

NLP4REC: The WSDM 2020 Workshop on Natural Language Processing for Recommendations.

[BibT_eX]

[DOI]

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

Hierarchical User Profiling for E-commerce Recommender Systems.

[BibT_eX]

[DOI]

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

Neural Interactive Collaborative Filtering.

[BibT_eX]

[DOI]

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

User-Inspired Posterior Network for Recommendation Reason Generation.

[BibT_eX]

[DOI]

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

Time Matters: Sequential Recommendation with Complex Temporal Information.

[BibT_eX]

[DOI]

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

Reinforcement Learning to Rank with Pairwise Policy Gradient.

[BibT_eX]

[DOI]

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

AIIS: The SIGIR 2020 Workshop on Applied Interactive Information 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

Streaming Graph Neural Networks.

[BibT_eX]

[DOI]

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

CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data.

[BibT_eX]

[DOI]

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

Modeling Topical Relevance for Multi-Turn Dialogue Generation.

[BibT_eX]

[DOI]

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

Exemplar Guided Neural Dialogue Generation.

[BibT_eX]

[DOI]

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

Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Game Recommendation Based on Dynamic Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Whole-Chain Recommendations.

[BibT_eX]

[DOI]

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

Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems.

[BibT_eX]

[DOI]

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

Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight.

[BibT_eX]

[DOI]

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

Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

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

[BibT_eX]

[DOI]

SIGWEB Newsl., 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

MiST: A Multiview and Multimodal Spatial-Temporal Learning Framework for Citywide Abnormal Event Forecasting.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Graph Neural Networks for Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Product-Aware Answer Generation in E-Commerce Question-Answering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

DAPA: The WSDM 2019 Workshop on Deep Matching in Practical Applications.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Multi-dimensional Graph Convolutional Networks.

[BibT_eX]

[DOI]

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

Deep social collaborative filtering.

[BibT_eX]

[DOI]

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

Reinforcement Learning to Optimize Long-term User Engagement in Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Off-policy Learning for Multiple Loggers.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Semi-supervised User Profiling with Heterogeneous Graph Attention Networks.

[BibT_eX]

[DOI]

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

Weight Loss Prediction in Social-Temporal Context.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Attribute-aware Sequence Network for Review Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Adaptive Parameterization for Neural Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Reinforcement Learning to Diversify Top-N Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

A Dynamic Product-aware Learning Model for E-commerce Query Intent Understanding.

[BibT_eX]

[DOI]

Jiashu Zhao

Hongshen Chen

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

Fine-Grained Product Categorization in E-commerce.

[BibT_eX]

[DOI]

Hongshen Chen

Jiashu Zhao

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

Spectral Clustering in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

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

2018

Optimizing Whole-Page Presentation for Web Search.

[BibT_eX]

[DOI]

ACM Trans. Web, 2018

Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data.

[BibT_eX]

[DOI]

Süleyman Cenk Sahinalp

Predrag Radivojac

Filippo Menczer

Yi Chang

IEEE Trans. Knowl. Data Eng., 2018

Reinforcement Learning for Online Information Seeking.

[BibT_eX]

[DOI]

CoRR, 2018

Dynamic Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation.

[BibT_eX]

[DOI]

CoRR, 2018

Linked Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Reinforcement Learning for List-wise Recommendations.

[BibT_eX]

[DOI]

CoRR, 2018

Hierarchical Variational Memory Network for Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Micro Behaviors: A New Perspective in E-commerce Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

A Path-constrained Framework for Discriminating Substitutable and Complementary Products in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Multi-Dimensional Network Embedding with Hierarchical Structure.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Information Discovery in E-commerce: Half-day SIGIR 2018 Tutorial.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 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

Learning Tag Dependencies for Sequence Tagging.

[BibT_eX]

[DOI]

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

Explicit State Tracking with Semi-Supervisionfor Neural Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Knowledge Diffusion for Neural Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Large-Scale Location Prediction for Web Pages.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

A Survey on Dialogue Systems: Recent Advances and New Frontiers.

[BibT_eX]

[DOI]

SIGKDD Explor., 2017

Preserving Local and Global Information for Network Embedding.

[BibT_eX]

[DOI]

CoRR, 2017

Streaming Recommender Systems.

[BibT_eX]

[DOI]

Mark A. Hasegawa-Johnson

Thomas S. Huang

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

Understanding and Predicting Weight Loss with Mobile Social Networking Data.

[BibT_eX]

[DOI]

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

2016

Beyond Ranking: Optimizing Whole-Page Presentation.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Leveraging User Interaction Signals for Web Image Search.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Learning Query and Document Relevance from a Web-scale Click Graph.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Ranking Relevance in Yahoo Search.

[BibT_eX]

[DOI]

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

Positive-Unlabeled Learning in Streaming Networks.

[BibT_eX]

[DOI]

Mark A. Hasegawa-Johnson

Thomas S. Huang

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

Timeline Summarization from Social Media with Life Cycle Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Learning to Rewrite Queries.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Recommendation with Social Dimensions.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Learning to rank related entities in Web search.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Rethink Targeting: Detect 'Smart Cheating' in Online Advertising through Causal Inference.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

What Size Should A Mobile Ad Be?

[BibT_eX]

[DOI]

Pengyuan Wang

Wei Sun

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

The 2nd workshop on Vertical Search Relevance at WSDM 2015.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Robust Tree-based Causal Inference for Complex Ad Effectiveness Analysis.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Consistent Collective Matrix Completion under Joint Low Rank Structure.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

Causal Inference via Sparse Additive Models with Application to Online Advertising.

[BibT_eX]

[DOI]

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

2014

N$^3$LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data.

[BibT_eX]

[DOI]

CoRR, 2014

Exploiting contextual factors for click modeling in sponsored search.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Estimating ad group performance in sponsored search.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Recommendation in Academia: A joint multi-relational model.

[BibT_eX]

[DOI]

Zaihan Yang

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

Connecting comments and tags: improved modeling of social tagging systems.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Convex Collective Matrix Factorization.

[BibT_eX]

[DOI]

Guillaume Bouchard

Shengbo Guo

Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012

Co-evolution of symptom-herb relationship.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Exploiting session-like behaviors in tag prediction.

[BibT_eX]

[DOI]

Liangjie Hong

Proceedings of the 20th International Conference on World Wide Web, 2011

Link formation analysis in microblogs.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Award prediction with temporal citation network analysis.

[BibT_eX]

[DOI]

Zaihan Yang

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Tracking trends: incorporating term volume into temporal topic models.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Structural link analysis and prediction in microblogs.

[BibT_eX]

[DOI]

Liangjie Hong

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Co-evolutionary genetic algorithm in symptom-herb relationship discovery.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Temporal Dynamics of User Interests in Tagging Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Normalizing Microtext.

[BibT_eX]

[DOI]

Zhenzhen Xue

Proceedings of the Analyzing Microtext, 2011

2010

A probabilistic model for personalized tag prediction.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Imbalance and Concentration in k-NN Classification.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Document Segmentation Using Pixel-Accurate Ground Truth.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Time and space optimization of document content classifiers.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XVII, 2010

Safely selecting subsets of training data.

[BibT_eX]

[DOI]