Fuzhen Zhuang

Orcid: 0000-0001-9170-7009

Affiliations:

Beihang University, School of Computer Science, Institute of Artificial Intelligence, Beijing, China
Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China

According to our database¹, Fuzhen Zhuang authored at least 269 papers between 2008 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2024

DKPE: Deep KeyPhrase Expansion.

[BibT_eX]

[DOI]

Neurocomputing, March, 2024

A syntactic multi-level interaction network for rumor detection.

[BibT_eX]

[DOI]

Neural Comput. Appl., February, 2024

Combining intra-risk and contagion risk for enterprise bankruptcy prediction using graph neural networks.

[BibT_eX]

[DOI]

Inf. Sci., February, 2024

Multi-scale conditional reconstruction generative adversarial network.

[BibT_eX]

[DOI]

Image Vis. Comput., January, 2024

Taking a Closer Look at Factor Disentanglement: Dual-Path Variational Autoencoder Learning for Domain Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

A Comprehensive Survey of Federated Transfer Learning: Challenges, Methods and Applications.

[BibT_eX]

[DOI]

CoRR, 2024

Improving Domain Adaptation through Extended-Text Reading Comprehension.

[BibT_eX]

[DOI]

CoRR, 2024

Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., October, 2023

Learning Bi-Typed Multi-Relational Heterogeneous Graph Via Dual Hierarchical Attention Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Stock Movement Prediction Based on Bi-Typed Hybrid-Relational Market Knowledge Graph via Dual Attention Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Memory-Guided Multi-View Multi-Domain Fake News Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2023

Time-Aware Context-Gated Graph Attention Network for Clinical Risk Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2023

FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2023

Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, June, 2023

Connecting Embeddings Based on Multiplex Relational Graph Attention Networks for Knowledge Graph Entity Typing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

Modeling the Impact of Person-Organization Fit on Talent Management With Structure-Aware Attentive Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

Combat data shift in few-shot learning with knowledge graph.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

Effectively Modeling Sentence Interactions With Factorization Machines for Fact Verification.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2023

DPR: An Algorithm Mitigate Bias Accumulation in Recommendation feedback loops.

[BibT_eX]

[DOI]

CoRR, 2023

Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Scaling Sentence Embeddings with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey on Causal Inference for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

CAMUS: Attribute-Aware Counterfactual Augmentation for Minority Users in Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

A Knowledge Enhanced Hierarchical Fusion Network for CTR Prediction under Account Search Scenario in WeChat.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Fine-Grained Preference-Aware Personalized Federated POI Recommendation with Data Sparsity.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Weighted Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Attacking Pre-trained Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Meta-optimized Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Matching Point of Interests and Travel Blog with Multi-view Information Fusion.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Neural Multi-hop Logical Query Answering with Concept-Level Answers.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2023, 2023

Hierarchical Neural Topic Model with Embedding Cluster and Neural Variational Inference.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Knowledge-based Multiple Adaptive Spaces Fusion for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Modeling Dual Period-Varying Preferences for Takeaway Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

RecruitPro: A Pretrained Language Model with Skill-Aware Prompt Learning for Intelligent Recruitment.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Exploring the Confounding Factors of Academic Career Success: An Empirical Study with Deep Predictive Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

A Survey on Knowledge Graph-Based Recommender Systems : Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

PriSHAP: Prior-guided Shapley Value Explanations for Correlated Features.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Knowledge Graph Error Detection with Hierarchical Path Structure.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Pruning Pre-trained Language Models Without Fine-Tuning.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Detect Professional Malicious User With Metric Learning in Recommender Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

A Survey on Knowledge Graph-Based Recommender Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Who will Win the Data Science Competition? Insights from KDD Cup 2019 and Beyond.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

HarMI: Human Activity Recognition Via Multi-Modality Incremental Learning.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

EIGAT: Incorporating global information in local attention for knowledge representation learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Adaptively sharing multi-levels of distributed representations in multi-task learning.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Self-Supervised learning for Conversational Recommendation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

An automatic short-answer grading model for semi-open-ended questions.

[BibT_eX]

[DOI]

Interact. Learn. Environ., 2022

RHCO: A Relation-aware Heterogeneous Graph Neural Network with Contrastive Learning for Large-scale Graphs.

[BibT_eX]

[DOI]

CoRR, 2022

Pruning Pre-trained Language Models Without Fine-Tuning.

[BibT_eX]

[DOI]

Ting Jiang

Deqing Wang

Fuzhen Zhuang

CoRR, 2022

Joint Abductive and Inductive Neural Logical Reasoning.

[BibT_eX]

[DOI]

CoRR, 2022

Personalized Prompts for Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

Bankruptcy Prediction via Mixing Intra-Risk and Spillover-Risk.

[BibT_eX]

[DOI]

CoRR, 2022

Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks.

[BibT_eX]

[DOI]

CoRR, 2022

PromptBERT: Improving BERT Sentence Embeddings with Prompts.

[BibT_eX]

[DOI]

CoRR, 2022

Improving biomedical named entity recognition by dynamic caching inter-sentence information.

[BibT_eX]

[DOI]

Bioinform., 2022

EvidenceNet: Evidence Fusion Network for Fact Verification.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Personalized Transfer of User Preferences for Cross-domain Recommendation.

[BibT_eX]

[DOI]

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

Generalizing to the Future: Mitigating Entity Bias in Fake News Detection.

[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

Selective Fairness in Recommendation via Prompts.

[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

User-Centric Conversational Recommendation with Multi-Aspect User Modeling.

[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

Customized Conversational Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

A Logic Aware Neural Generation Method for Explainable Data-to-text.

[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

Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion.

[BibT_eX]

[DOI]

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

Exploiting Hierarchical Correlations for Cross-City Cross-Mode Traffic Flow Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Improving Biomedical Named Entity Recognition with a Unified Multi-Task MRC Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Exploiting Global and Local Hierarchies for Hierarchical Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

PromptBERT: Improving BERT Sentence Embeddings with Prompts.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Multi-view Multi-behavior Contrastive Learning in Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion.

[BibT_eX]

[DOI]

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

Modeling Dynamic Heterogeneous Graph and Node Importance for Future Citation Prediction.

[BibT_eX]

[DOI]

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

Knowledge-Aware Topological Networks for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy, 2022

Clustering-Enhanced Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Big Data - 10th CCF Conference, 2022

Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement.

[BibT_eX]

[DOI]

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

2021

Deep Subdomain Adaptation Network for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Follow the Title Then Read the Article: Click-Guide Network for Dwell Time Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

A Comprehensive Survey on Transfer Learning.

[BibT_eX]

[DOI]

Proc. IEEE, 2021

Knowledge graph embedding with shared latent semantic units.

[BibT_eX]

[DOI]

Neural Networks, 2021

A neural topic model with word vectors and entity vectors for short texts.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2021

A semi-supervised deep convolutional framework for signet ring cell detection.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Long- and short-term self-attention network for sequential recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Dual Hierarchical Attention Networks for Bi-typed Heterogeneous Graph Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Keyphrase Completion.

[BibT_eX]

[DOI]

CoRR, 2021

Improving Non-autoregressive Generation with Mixup Training.

[BibT_eX]

[DOI]

CoRR, 2021

Combat Data Shift in Few-shot Learning with Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2021

Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

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

Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks.

[BibT_eX]

[DOI]

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

Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users.

[BibT_eX]

[DOI]

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

An Efficient Polyp Detection Framework with Suspicious Targets Assisted Training.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation.

[BibT_eX]

[DOI]

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

Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation.

[BibT_eX]

[DOI]

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

Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising.

[BibT_eX]

[DOI]

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

Talent Demand Forecasting with Attentive Neural Sequential Model.

[BibT_eX]

[DOI]

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

Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment.

[BibT_eX]

[DOI]

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

Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising.

[BibT_eX]

[DOI]

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

AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction.

[BibT_eX]

[DOI]

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

BFConv: Improving Convolutional Neural Networks with Butterfly Convolution.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Joint alignment and compactness learning for multi-source unsupervised domain adaptation.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Machine Vision, 2021

Knowledge-Aware Hypergraph Neural Network for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Tell Me Where to Go Next: Improving POI Recommendation via Conversation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Low-dimensional Alignment for Cross-Domain 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

Adversarial Domain Adaptation for Cross-lingual Information Retrieval with Multilingual BERT.

[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

Incorporating Global Information in Local Attention for Knowledge Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction.

[BibT_eX]

[DOI]

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

Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection.

[BibT_eX]

[DOI]

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

Community-Aware Multi-Task Transportation Demand Prediction.

[BibT_eX]

[DOI]

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

LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification.

[BibT_eX]

[DOI]

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

2020

Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Neural Serendipity Recommendation: Exploring the Balance between Accuracy and Novelty with Sparse Explicit Feedback.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

Trust-embedded collaborative deep generative model for social recommendation.

[BibT_eX]

[DOI]

Xiaoyi Deng

Yenchun Jim Wu

Fuzhen Zhuang

J. Supercomput., 2020

Softly Associative Transfer Learning for Cross-Domain Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification.

[BibT_eX]

[DOI]

Neural Networks, 2020

Leveraging maximum entropy and correlation on latent factors for learning representations.

[BibT_eX]

[DOI]

Neural Networks, 2020

Online Bayesian max-margin subspace learning for multi-view classification and regression.

[BibT_eX]

[DOI]

Mach. Learn., 2020

Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2020

Corrigendum to "Discovering and learning sensational episodes of news events" [Inf. Syst. 78 (2018) 68-80].

[BibT_eX]

[DOI]

Inf. Syst., 2020

Dynamic Measurement and Data Calibration for Aerial Mobile IoT.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Factorization Machines for Cross-Domain Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection.

[BibT_eX]

[DOI]

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

Domain Adaptation with Category Attention Network for Deep Sentiment Analysis.

[BibT_eX]

[DOI]

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

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation.

[BibT_eX]

[DOI]

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

Neural Hierarchical Factorization Machines for User's Event Sequence Analysis.

[BibT_eX]

[DOI]

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

Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning.

[BibT_eX]

[DOI]

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

Collaborative Self-Attention Network for Session-based Recommendation.

[BibT_eX]

[DOI]

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

Meta-path Hierarchical Heterogeneous Graph Convolution Network for High Potential Scholar Recognition.

[BibT_eX]

[DOI]

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

Capturing Attraction Distribution: Sequential Attentive Network for Dwell Time Prediction.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

The Linear Geometry Structure of Label Matrix for Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2020

Cross-Domain Recommendation with Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

CCA-Flow: Deep Multi-view Subspace Learning with Inverse Autoregressive Flow.

[BibT_eX]

[DOI]

Proceedings of The 12th Asian Conference on Machine Learning, 2020

Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion.

[BibT_eX]

[DOI]

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

2019

Grid-based DBSCAN: Indexing and inference.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Multi-representation adaptation network for cross-domain image classification.

[BibT_eX]

[DOI]

Neural Networks, 2019

NeuO: Exploiting the sentimental bias between ratings and reviews with neural networks.

[BibT_eX]

[DOI]

Neural Networks, 2019

Neural variational collaborative filtering with side information for top-K recommendation.

[BibT_eX]

[DOI]

Xiaoyi Deng

Fuzhen Zhuang

Zhiguo Zhu

Int. J. Mach. Learn. Cybern., 2019

Supervised representation learning for multi-label classification.

[BibT_eX]

[DOI]

Mach. Learn., 2019

Knowledge triple mining via multi-task learning.

[BibT_eX]

[DOI]

Inf. Syst., 2019

Corrigendum to "Discovering and learning sensational episodes of news events" [Information Systems 78 (2018) 68-80].

[BibT_eX]

[DOI]

Inf. Syst., 2019

Bayesian dual neural networks for recommendation.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2019

Transfer Learning Toolkit: Primers and Benchmarks.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation.

[BibT_eX]

[DOI]

CoRR, 2019

Policy Gradients for Contextual Recommendations.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Adaptively Transfer Category-Classifier for Handwritten Chinese Character Recognition.

[BibT_eX]

[DOI]

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

Integrating Topic Model and Heterogeneous Information Network for Aspect Mining with Rating Bias.

[BibT_eX]

[DOI]

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

Neural Variational Collaborative Filtering for Top-K Recommendation.

[BibT_eX]

[DOI]

Xiaoyi Deng

Fuzhen Zhuang

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2019

Inferring Mood Instability via Smartphone Sensing: A Multi-View Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Multiple Relational Attention Network for Multi-task Learning.

[BibT_eX]

[DOI]

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

The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach.

[BibT_eX]

[DOI]

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

DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview.

[BibT_eX]

[DOI]

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

Neural Network based Continuous Conditional Random Field for Fine-grained Crime Prediction.

[BibT_eX]

[DOI]

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

Graph Contextualized Self-Attention Network for Session-based Recommendation.

[BibT_eX]

[DOI]

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

Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach.

[BibT_eX]

[DOI]

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

SDC-causing Error Detection Based on Lightweight Vulnerability Prediction.

[BibT_eX]

[DOI]

Proceedings of The 11th Asian Conference on Machine Learning, 2019

Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources.

[BibT_eX]

[DOI]

Yongchun Zhu

Fuzhen Zhuang

Deqing Wang

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

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.

[BibT_eX]

[DOI]

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

Modelling of Bi-Directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-In Identification.

[BibT_eX]

[DOI]

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

2018

Mining Precise-Positioning Episode Rules from Event Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Supervised Representation Learning with Double Encoding-Layer Autoencoder for Transfer Learning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Semantic Feature Learning for Heterogeneous Multitask Classification via Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Transfer collaborative filtering from multiple sources via consensus regularization.

[BibT_eX]

[DOI]

Neural Networks, 2018

Self-organizing weighted incremental probabilistic latent semantic analysis.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2018

RECOME: A new density-based clustering algorithm using relative KNN kernel density.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Discovering and learning sensational episodes of news events.

[BibT_eX]

[DOI]

Inf. Syst., 2018

Coupled matrix factorization and topic modeling for aspect mining.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2018

The Automatic Identification of Butterfly Species.

[BibT_eX]

[DOI]

CoRR, 2018

Cross-domain novelty seeking trait mining for sequential recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

Policy Gradients for Contextual Bandits.

[BibT_eX]

[DOI]

CoRR, 2018

Attention-driven Factor Model for Explainable Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Automatic Chinese Reading Comprehension Grading by LSTM with Knowledge Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Exploring the Urban Region-of-Interest through the Analysis of Online Map Search Queries.

[BibT_eX]

[DOI]

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

Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning.

[BibT_eX]

[DOI]

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

Sequential Recommender System based on Hierarchical Attention Networks.

[BibT_eX]

[DOI]

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

An Integrated Model for Crime Prediction Using Temporal and Spatial Factors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Exploiting the Sentimental Bias between Ratings and Reviews for Enhancing Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Cross-Domain Labeled LDA for Cross-Domain Text Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

A General Cross-Domain Recommendation Framework via Bayesian Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Knowledge Graph Embedding with Hierarchical Relation Structure.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

MultiE: Multi-Task Embedding for Knowledge Base Completion.

[BibT_eX]

[DOI]

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

Automatic Chinese Short Answer Grading with Deep Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017

Representation learning via Dual-Autoencoder for recommendation.

[BibT_eX]

[DOI]

Neural Networks, 2017

Recommendation in heterogeneous information network via dual similarity regularization.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2017

Sequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation.

[BibT_eX]

[DOI]

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

Representation Learning with Pair-wise Constraints for Collaborative Ranking.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Transfer Learning with Manifold Regularized Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2017

Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel.

[BibT_eX]

[DOI]

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

Local Ensemble across Multiple Sources for Collaborative Filtering.

[BibT_eX]

[DOI]

Jing Zheng

Fuzhen Zhuang

Chuan Shi

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

2016

Integrating heterogeneous information via flexible regularization framework for recommendation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Bag of little bootstraps on features for enhancing classification performance.

[BibT_eX]

[DOI]

Intell. Data Anal., 2016

Expenditure Aware Rating Prediction for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2016

RECOME: a New Density-Based Clustering Algorithm Using Relative KNN Kernel Density.

[BibT_eX]

[DOI]

CoRR, 2016

Aspect Mining with Rating Bias.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Learning Beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Dual Similarity Regularization for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Tag correlation and user social relation based microblog recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Online Bayesian Max-Margin Subspace Multi-View Learning.

[BibT_eX]

[DOI]

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

Ensemble of Anchor Adapters for Transfer Learning.

[BibT_eX]

[DOI]

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

Expenditure aware rating prediction for recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

QPLSA: Utilizing quad-tuples for aspect identification and rating.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2015

Learning deep representations via extreme learning machines.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Cluster-sensitive Structured Correlation Analysis for Web cross-modal retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Parallel sampling from big data with uncertainty distribution.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2015

Festival, Date and Limit Line: Predicting Vehicle Accident Rate in Beijing.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Improving ESVM with Generalized Cross-Validation.

[BibT_eX]

[DOI]

Tianshu Feng

Fuzhen Zhuang

Qing He

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Supervised Representation Learning: Transfer Learning with Deep Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Representation Learning via Semi-Supervised Autoencoder for Multi-task Learning.

[BibT_eX]

[DOI]

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

Online Frequent Episode Mining.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Heterogeneous Multi-task Semantic Feature Learning for Classification.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Collaborating between Local and Global Learning for Distributed Online Multiple Tasks.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Bayesian Maximum Margin Principal Component Analysis.

[BibT_eX]

[DOI]

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

2014

Triplex Transfer Learning: Exploiting Both Shared and Distinct Concepts for Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Combining supervised and unsupervised models via unconstrained probabilistic embedding.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Clustering in extreme learning machine feature space.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Discovering and learning sensational episodes of news events.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

Scalable bootstrap clustering for massive data.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACIS International Conference on Software Engineering, 2014

Transfer Learning with Multiple Sources via Consensus Regularized Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Balanced Seed Selection for Budgeted Influence Maximization in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Ratable Aspects over Sentiments: Predicting Ratings for Unrated Reviews.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Parallel feature selection using positive approximation based on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Nonparametric Bayesian Multi-Task Large-margin Classification.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Multi-task Multi-view Learning for Heterogeneous Tasks.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Exploiting relevance, coverage, and novelty for query-focused multi-document summarization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

Parallel extreme learning machine for regression based on MapReduce.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Particle swarm optimization using dimension selection methods.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2013

Triplex transfer learning: exploiting both shared and distinct concepts for text classification.

[BibT_eX]

[DOI]

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

Embedding with Autoencoder Regularization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Shared Structure Learning for Multiple Tasks with Multiple Views.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Extreme Learning Machine combining matrix factorization for collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Concept Learning for Cross-Domain Text Classification: A General Probabilistic Framework.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

A New Similarity Measure Based on Preference Sequences for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012

Erratum to "Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification".

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Multi-view learning via probabilistic latent semantic analysis.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Quad-tuple PLSA: Incorporating Entity and Its Rating in Aspect Identification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Parallel Decision Tree with Application to Water Quality Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Effectively Constructing Reliable Data for Cross-Domain Text Classification.

[BibT_eX]

[DOI]

Fuzhen Zhuang

Qing He

Zhongzhi Shi

Proceedings of the Intelligent Information Processing VI, 2012

Improving Transfer Learning by Introspective Reasoner.

[BibT_eX]

[DOI]

Zhongzhi Shi

Bo Zhang

Fuzhen Zhuang

Proceedings of the Intelligent Information Processing VI, 2012

PPLSA: Parallel Probabilistic Latent Semantic Analysis Based on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing VI, 2012

Fast Time Series Classification Based on Infrequent Shapelets.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Multi-task Semi-supervised Semantic Feature Learning for Classification.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

TINAC: A fast and effective web video topic detection framework.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

Exploiting associations between word clusters and document classes for cross-domain text categorization.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2011

A parallel incremental extreme SVM classifier.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Combining Supervised and Unsupervised Models via Unconstrained Probabilistic Embedding.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Parallel Outlier Detection Using KD-Tree Based on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the IEEE 3rd International Conference on Cloud Computing Technology and Science, 2011

2010

Cross-Domain Learning from Multiple Sources: A Consensus Regularization Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Parallel Implementation of Classification Algorithms Based on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Local Bayesian Based Rejection Method for HSC Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2010

D-LDA: A Topic Modeling Approach without Constraint Generation for Semi-defined Classification.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

A noise handling method for hyper surface classification.

[BibT_eX]

[DOI]

Tingting Li

Fuzhen Zhuang

Qing He

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Collaborative Dual-PLSA: mining distinction and commonality across multiple domains for text classification.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Effectively Leveraging Entropy and Relevance for Summarization.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2010

2008

The Data Selection Criteria for HSC and SVM Algorithms.

[BibT_eX]

[DOI]

Qing He

Fuzhen Zhuang

Zhongzhi Shi

Proceedings of the Fourth International Conference on Natural Computation, 2008

Transfer learning from multiple source domains via consensus regularization.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Fuzhen Zhuang

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...