Yanghui Rao

Orcid: 0000-0003-1610-9599

According to our database1, Yanghui Rao authored at least 108 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Business chatbots with deep learning technologies: state-of-the-art, taxonomies, and future research directions.
Artif. Intell. Rev., May, 2024

Contrastive learning for hierarchical topic modeling.
Nat. Lang. Process. J., 2024

Self-supervised Topic Taxonomy Discovery in the Box Embedding Space.
CoRR, 2024

Comprehensive single-cell RNA-seq analysis using deep interpretable generative modeling guided by biological hierarchy knowledge.
Briefings Bioinform., 2024

Two-dimensional data partitioning for non-negative matrix tri-factorization.
Big Data Res., 2024

Lifelong Hierarchical Topic Modeling via Nonparametric Word Embedding Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
NMTF-LTM: Towards an Alignment of Semantics for Lifelong Topic Modeling.
IEEE Trans. Knowl. Data Eng., October, 2023

TADC: A Topic-Aware Dynamic Convolutional Neural Network for Aspect Extraction.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Weighted cluster-level social emotion classification across domains.
Int. J. Mach. Learn. Cybern., July, 2023

Semi-Supervised Sentiment Classification and Emotion Distribution Learning Across Domains.
ACM Trans. Knowl. Discov. Data, June, 2023

Parallel Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering.
IEEE Trans. Knowl. Data Eng., May, 2023

A Drug Combination Prediction Framework Based on Graph Convolutional Network and Heterogeneous Information.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Out-of-vocabulary word embedding learning based on reading comprehension mechanism.
Nat. Lang. Process. J., 2023

Topic Driven Adaptive Network for cross-domain sentiment classification.
Inf. Process. Manag., 2023

Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Lifelong Hierarchical Topic Modeling via Non-negative Matrix Factorization.
Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

Exploring Robust Overfitting for Pre-trained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Lifelong topic modeling with knowledge-enhanced adversarial network.
World Wide Web, 2022

Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery.
IEEE Trans. Knowl. Data Eng., 2022

Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis.
IEEE Trans. Affect. Comput., 2022

A deep data augmentation framework based on generative adversarial networks.
Multim. Tools Appl., 2022

Learning Chinese word embeddings from semantic and phonetic components.
Multim. Tools Appl., 2022

Parallel dynamic topic modeling via evolving topic adjustment and term weighting scheme.
Inf. Sci., 2022

Context reinforced neural topic modeling over short texts.
Inf. Sci., 2022

Graph-based Dynamic Word Embeddings.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Nonparametric Forest-Structured Neural Topic Modeling.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Hierarchical neural topic modeling with manifold regularization.
World Wide Web, 2021

Fast Supervised Topic Models for Short Text Emotion Detection.
IEEE Trans. Cybern., 2021

TACN: A Topical Adversarial Capsule Network for textual network embedding.
Neural Networks, 2021

A constrained optimization approach for cross-domain emotion distribution learning.
Knowl. Based Syst., 2021

GSMNet: Global Semantic Memory Network for Aspect-Level Sentiment Classification.
IEEE Intell. Syst., 2021

Topic Driven Adaptive Network for Cross-Domain Sentiment Classification.
CoRR, 2021

Pronunciation-Enhanced Chinese Word Embedding.
Cogn. Comput., 2021

Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Chinese Word Embedding Learning with Limited Data.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Lifelong Learning of Topics and Domain-Specific Word Embeddings.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Extractive convolutional adversarial networks for network embedding.
World Wide Web, 2020

User group based emotion detection and topic discovery over short text.
World Wide Web, 2020

Sentiment strength detection with a context-dependent lexicon-based convolutional neural network.
Inf. Sci., 2020

Context Reinforced Neural Topic Modeling over Short Texts.
CoRR, 2020

Copula Guided Neural Topic Modelling for Short Texts.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Reward-Modulated Adversarial Topic Modeling.
Proceedings of the Database Systems for Advanced Applications, 2020

Neural Mixed Counting Models for Dispersed Topic Discovery.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Learning from Multi-annotator Data: A Noise-aware Classification Framework.
ACM Trans. Inf. Syst., 2019

Segment-Level Joint Topic-Sentiment Model for Online Review Analysis.
IEEE Intell. Syst., 2019

Personalized recommendation by matrix co-factorization with tags and time information.
Expert Syst. Appl., 2019

Social emotion classification based on noise-aware training.
Data Knowl. Eng., 2019

Sentiment Classification Using Negative and Intensive Sentiment Supplement Information.
Data Sci. Eng., 2019

Attentional Encoder Network for Targeted Sentiment Classification.
CoRR, 2019

A Position-aware Transformation Network for Aspect-level Sentiment Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

Supervised Group Embedding for Rumor Detection in Social Media.
Proceedings of the Web Engineering - 19th International Conference, 2019

Targeted Sentiment Classification with Attentional Encoder Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2018
Incorporating user experience into critiquing-based recommender systems: a collaborative approach based on compound critiquing.
Int. J. Mach. Learn. Cybern., 2018

Universal affective model for Readers' emotion classification over short texts.
Expert Syst. Appl., 2018

Incorporating Lexicons into LSTM for Sentiment Classification.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Siamese Network-Based Supervised Topic Modeling.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Learning Dual Preferences with Non-negative Matrix Tri-Factorization for Top-N Recommender System.
Proceedings of the Database Systems for Advanced Applications, 2018

Extractive Adversarial Networks for Network Embedding.
Proceedings of the 5th International Conference on Behavioral, 2018

Attributed Network Embedding with Data Distribution Adaptation.
Proceedings of the 5th International Conference on Behavioral, 2018

Sentiment Classification via Supplementary Information Modeling.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017
Bootstrapping Social Emotion Classification with Semantically Rich Hybrid Neural Networks.
IEEE Trans. Affect. Comput., 2017

Discover learning path for group users: A profile-based approach.
Neurocomputing, 2017

A multi-relational term scheme for first story detection.
Neurocomputing, 2017

A Comparative Study on Various Vocabulary Knowledge Scales for Predicting Vocabulary Pre-Knowledge.
Int. J. Distance Educ. Technol., 2017

Sentiment Strength Prediction Using Auxiliary Features.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Supervised Intensive Topic Models for Emotion Detection over Short Text.
Proceedings of the Database Systems for Advanced Applications, 2017

Cluster-level Emotion Pattern Matching for Cross-Domain Social Emotion Classification.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Revisit tag-based profiles in the folksonomy: How many tags are sufficient for profiling?
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

Sentiment classification of short text using sentimental context.
Proceedings of the 2017 International Conference on Behavioral, 2017

A Network Framework for Noisy Label Aggregation in Social Media.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Sentiment and emotion classification over noisy labels.
Knowl. Based Syst., 2016

User authority ranking models for community question answering.
J. Intell. Fuzzy Syst., 2016

Multi-label maximum entropy model for social emotion classification over short text.
Neurocomputing, 2016

Social Media for Ubiquitous Learning and Adaptive Tutoring [Guest editors' introduction].
IEEE Multim., 2016

Social emotion classification of short text via topic-level maximum entropy model.
Inf. Manag., 2016

Contextual Sentiment Topic Model for Adaptive Social Emotion Classification.
IEEE Intell. Syst., 2016

Hybrid neural networks for social emotion detection over short text.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

SBTM: Topic Modeling over Short Texts.
Proceedings of the Database Systems for Advanced Applications, 2016

Deep Neural Network for Short-Text Sentiment Classification.
Proceedings of the Database Systems for Advanced Applications, 2016

Weighted multi-label classification model for sentiment analysis of online news.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

Social Emotion Classification via Reader Perspective Weighted Model.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Adaptive ensemble with trust networks and collaborative recommendations.
Knowl. Inf. Syst., 2015

Predicting Pre-knowledge on Vocabulary from e-Learning Assignments for Language Learners.
Proceedings of the Current Developments in Web Based Learning, 2015

A Clustering Algorithm Based on Minimum Spanning Tree with E-learning Applications.
Proceedings of the Current Developments in Web Based Learning, 2015

A Density-Based Clustering Algorithm with Educational Applications.
Proceedings of the Current Developments in Web Based Learning, 2015

ZhihuRank: A Topic-Sensitive Expert Finding Algorithm in Community Question Answering Websites.
Proceedings of the Advances in Web-Based Learning - ICWL 2015, 2015

Social Network Application Development Based on Cloud Computing for Web-based Learning.
Proceedings of the Current Developments in Web Based Learning, 2015

Sentiment Detection of Short Text via Probabilistic Topic Modeling.
Proceedings of the Database Systems for Advanced Applications, 2015

Intensive Maximum Entropy Model for Sentiment Classification of Short Text.
Proceedings of the Database Systems for Advanced Applications, 2015

2014
Building emotional dictionary for sentiment analysis of online news.
World Wide Web, 2014

Community-aware user profile enrichment in folksonomy.
Neural Networks, 2014

Affective topic model for social emotion detection.
Neural Networks, 2014

Sentiment topic models for social emotion mining.
Inf. Sci., 2014

Towards building a social emotion detection system for online news.
Future Gener. Comput. Syst., 2014

Popularity Tendency Analysis of Ranking-Oriented Collaborative Filtering from the Perspective of Loss Function.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
Finding Dominating Set from Verbal Contextual Graph for Personalized Search in Folksonomy.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Recipe popularity prediction based on the analysis of social reviews.
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013

2012
Term Weighting Schemes for Emerging Event Detection.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

BuildingWord-Emotion Mapping Dictionary for Online News.
Proceedings of the 1st International Workshop on Sentiment Discovery from Affective Data, 2012


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