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

Bootstrapped Transformer for Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Kerong Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Parameter-free Dynamic Graph Embedding for Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reinforcement Learning with Automated Auxiliary Loss Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis.

[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 Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble.

[BibT_eX]

[DOI]

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

Finding Global Homophily in Graph Neural Networks When Meeting Heterophily.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Variational oracle guiding for reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Recursive Disentanglement Network.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

MCRF: Enhancing CTR Prediction Models via Multi-channel Feature Refinement Framework.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

RendNet: Unified 2D/3D Recognizer with Latent Space Rendering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Team Formation and Task Recommendation for Disabled People in Crowdsourcing Systems.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Popularity Bias Analysis of Recommendation Algorithm Based on ABM Simulation.

[BibT_eX]

[DOI]

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

Neural Piecewise-Constant Delay Differential Equations.

[BibT_eX]

[DOI]

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

Invariant Information Bottleneck for Domain Generalization.

[BibT_eX]

[DOI]

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

2021

Mixture Matrix Approximation for Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Accurate and Explainable Recommendation via Hierarchical Attention Network Oriented Towards Crowd Intelligence.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision.

[BibT_eX]

[DOI]

CoRR, 2021

Invariant Information Bottleneck for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Reinforcement Learning Enhanced Explainer for Graph Neural Networks.

[BibT_eX]

[DOI]

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

Recognizing Vector Graphics without Rasterization.

[BibT_eX]

[DOI]

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

Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation.

[BibT_eX]

[DOI]

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

Learning Content and Context with Language Bias for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Towards Generating Real-World Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Energy-Based Open-World Uncertainty Modeling for Confidence Calibration.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SANS: Setwise Attentional Neural Similarity Method for Few-Shot Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Review Construction-based Approach to Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph.

[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

Incremental Graph Convolutional Network for Collaborative Filtering.

[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

How Powerful is Graph Convolution 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

Decentralized Statistical Inference with Unrolled Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning.

[BibT_eX]

[DOI]

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

2020

Gated and attentive neural collaborative filtering for user generated list recommendation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Memory-aware gated factorization machine for top-N recommendation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

PPGN: Phrase-Guided Proposal Generation Network For Referring Expression Comprehension.

[BibT_eX]

[DOI]

CoRR, 2020

Hierarchical Attentional Factorization Machines for Expert Recommendation in Community Question Answering.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Collaborative Filtering with Noisy Ratings.

[BibT_eX]

[DOI]

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

Matrix Approximation with Cumulative Penalty for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

Synergizing Local and Global Models for Matrix Approximation.

[BibT_eX]

[DOI]

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

A Recommendation Method of Barrier-Free Facilities Construction Based on Geographic Information.

[BibT_eX]

[DOI]

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2019

2018

A Scalable Algorithm for Privacy-Preserving Item-based Top-N Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

Collaborative Filtering with Stability.

[BibT_eX]

[DOI]

CoRR, 2018

AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering.

[BibT_eX]

[DOI]

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

Deriving Customer Privacy from Randomly Perturbed Smart Metering Data.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

An Algorithmic Method for Tampering-Proof and Privacy-Preserving Smart Metering.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Stable Matrix Approximation for Top-N Recommendation on Implicit Feedback Data.

[BibT_eX]

[DOI]

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017

Efficient privacy-preserving content recommendation for online social communities.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Mixture-Rank Matrix Approximation for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Multi-task matrix factorization for collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017

ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

SalesExplorer: Exploring sales opportunities from white-space customers in the enterprise market.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

An algorithm for efficient privacy-preserving item-based collaborative filtering.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2016

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering.

[BibT_eX]

[DOI]

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

Low-Rank Matrix Approximation with Stability.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2014

Item-based top-N recommendation resilient to aggregated information revelation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

2013

AOPUT: A recommendation framework based on social activities and content interests.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013

2012

Interest-based real-time content recommendation in online social communities.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2012

2011

Pistis: A Privacy-Preserving Content Recommender System for Online Social Communities.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

YANA: an efficient privacy-preserving recommender system for online social communities.

[BibT_eX]

[DOI]

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

Dongsheng Li

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