Bo Xu

Orcid: 0000-0001-5453-978X

Affiliations:
  • Dalian University of Technology, School of Computer Science and Technology, Information Retrieval Lab, Dalian, China
  • Dalian University of Technology, Faculty of Electronic Information and Electrical Engineering, China (PhD 2018)


According to our database1, Bo Xu authored at least 103 papers between 2013 and 2024.

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

Timeline

Legend:

Book 
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PhD thesis 
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Bibliography

2024
Beyond Co-Occurrence: Multi-Modal Session-Based Recommendation.
IEEE Trans. Knowl. Data Eng., April, 2024

Self-Supervised Deep Multiview Spectral Clustering.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Emotion-cause pair extraction via knowledge-driven multi-classification and graph-based position embedding.
Appl. Intell., February, 2024

Video-Context Aligned Transformer for Video Question Answering.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Finding hate speech with auxiliary emotion detection from self-training multi-label learning perspective.
Inf. Fusion, August, 2023

Hate Speech Detection via Dual Contrastive Learning.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Adversarial Training and Model Ensemble for User Feedback Prediciton in Conversation System.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue Generation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

An Early Depression Detection Model on Social Media using Emotional and Causal Features.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Biomedical Named Entity Recognition Through Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Context-aware ranking refinement with attentive semi-supervised autoencoders.
Soft Comput., December, 2022

Exploiting Pairwise Mutual Information for Knowledge-Grounded Dialogue.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Computational personality: a survey.
Soft Comput., 2022

Mitigating sensitive data exposure with adversarial learning for fairness recommendation systems.
Neural Comput. Appl., 2022

Heterogeneous information network embedding based on multiperspective metapath for question routing.
Knowl. Based Syst., 2022

Dual constraints and adversarial learning for fair recommenders.
Knowl. Based Syst., 2022

Perceived individual fairness with a molecular representation for medicine recommendations.
Knowl. Based Syst., 2022

Dynamic intent-aware iterative denoising network for session-based recommendation.
Inf. Process. Manag., 2022

Cognitive Knowledge-aware Social Recommendation via Group-enhanced Ranking Model.
Cogn. Comput., 2022

Self-supervised learning for fair recommender systems.
Appl. Soft Comput., 2022

An attention network via pronunciation, lexicon and syntax for humor recognition.
Appl. Intell., 2022

Price DOES Matter!: Modeling Price and Interest Preferences in Session-based Recommendation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

MET-Meme: A Multimodal Meme Dataset Rich in Metaphors.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Multi-task Hierarchical Cross-Attention Network for Multi-label Text Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

Memeplate: A Chinese Multimodal Dataset for Humor Understanding in Meme Templates.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
ABML: attention-based multi-task learning for jointly humor recognition and pun detection.
Soft Comput., 2021

Chinese medical relation extraction based on multi-hop self-attention mechanism.
Int. J. Mach. Learn. Cybern., 2021

Learning to capture contrast in sarcasm with contextual dual-view attention network.
Int. J. Mach. Learn. Cybern., 2021

Two-stage supervised ranking for emotion cause extraction.
Knowl. Based Syst., 2021

Knowledge-enhanced recommendation using item embedding and path attention.
Knowl. Based Syst., 2021

Adversarial neural network with sentiment-aware attention for detecting adverse drug reactions.
J. Biomed. Informatics, 2021

SC-Political ResNet: Hashtag Recommendation from Tweets Using Hybrid Optimization-Based Deep Residual Network.
Inf., 2021

Dual Part-pooling Attentive Networks for Session-based Recommendation.
Neurocomputing, 2021

Identifying adverse drug reaction entities from social media with adversarial transfer learning model.
Neurocomputing, 2021

Graph Force Learning.
CoRR, 2021

Adversarial transfer network with bilinear attention for the detection of adverse drug reactions from social media.
Appl. Soft Comput., 2021

FedCMR: Federated Cross-Modal Retrieval.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Info-flow Enhanced GANs for Recommender.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

MUMOR: A Multimodal Dataset for Humor Detection in Conversations.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Locality Preserving Sentence Encoding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

TL-BERT: A Novel Biomedical Relation Extraction Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Integrating social annotations into topic models for personalized document retrieval.
Soft Comput., 2020

Multi-granularity bidirectional attention stream machine comprehension method for emotion cause extraction.
Neural Comput. Appl., 2020

Sarcasm Detection with Sentiment Semantics Enhanced Multi-level Memory Network.
Neurocomputing, 2020

Discriminative globality-locality preserving extreme learning machine for image classification.
Neurocomputing, 2020

Detection of Suicide Ideation in Social Media Forums Using Deep Learning.
Algorithms, 2020

Multi-Element Hierarchical Attention Capsule Network for Stock Prediction.
IEEE Access, 2020

Improving Social Recommendations with Item Relationships.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Generating Dialogue Responses with Latent Lexical Meaning.
Proceedings of the Chinese Lexical Semantics - 21st Workshop, 2020

Multimodal Clustering via Deep Commonness and Uniqueness Mining.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Gated iterative capsule network for adverse drug reaction detection from social media.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Drug Repositioning for SARS-CoV-2 Based on Graph Neural Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Learning to Refine Expansion Terms for Biomedical Information Retrieval Using Semantic Resources.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Learning to rank using multiple loss functions.
Int. J. Mach. Learn. Cybern., 2019

A hybrid deep neural network model for query intent classification.
J. Intell. Fuzzy Syst., 2019

Neural network-based approaches for biomedical relation classification: A review.
J. Biomed. Informatics, 2019

Incorporating Semantic Word Representations into Query Expansion for Microblog Information Retrieval.
Inf. Technol. Control., 2019

Incorporating query constraints for autoencoder enhanced ranking.
Neurocomputing, 2019

FGFIREM: A feature generation framework based on information retrieval evaluation measures.
Expert Syst. Appl., 2019

Improving User Attribute Classification with Text and Social Network Attention.
Cogn. Comput., 2019

Adverse drug reaction detection via a multihop self-attention mechanism.
BMC Bioinform., 2019

A supervised term ranking model for diversity enhanced biomedical information retrieval.
BMC Bioinform., 2019

Extracting Emotion Causes Using Learning to Rank Methods From an Information Retrieval Perspective.
IEEE Access, 2019

Detection of Depression-Related Posts in Reddit Social Media Forum.
IEEE Access, 2019

Bi-directional Capsule Network Model for Chinese Biomedical Community Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Multi-granularity Convolutional Neural Network with Feature Fusion and Refinement for User Profiling.
Proceedings of the Information Retrieval - 25th China Conference, 2019

2018
Improve Biomedical Information Retrieval Using Modified Learning to Rank Methods.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

An effective neural model extracting document level chemical-induced disease relations from biomedical literature.
J. Biomed. Informatics, 2018

A document level neural model integrated domain knowledge for chemical-induced disease relations.
BMC Bioinform., 2018

Improving Pseudo-Relevance Feedback With Neural Network-Based Word Representations.
IEEE Access, 2018

Personality Predictions Based on User Behavior on the Facebook Social Media Platform.
IEEE Access, 2018

TNERec: Topic-Aware Network Embedding for Scientific Collaborator Recommendation.
Proceedings of the 2018 IEEE SmartWorld, 2018

Stock Market Trend Prediction Using Recurrent Convolutional Neural Networks.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

RPML: A Learning-Based Approach for Reranking Protein-Spectrum Matches.
Proceedings of the Intelligent Computing Theories and Application, 2018

WECA:A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Full-attention Based Drug Drug Interaction Extraction Exploiting User-generated Content.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Multipath2vec: Predicting Pathogenic Genes via Heterogeneous Network Embedding.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Protein Complexes Detection Based on Global Network Representation Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

PC-SENE: A node embedding based method for protein complex detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Improve Diversity-oriented Biomedical Information Retrieval using Supervised Query Expansion.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical Expressions.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Social Annotation for Query Expansion Learning from Multiple Expansion Strategies.
Proceedings of the Social Media Processing - 6th National Conference, 2017

Detecting Potential Adverse Drug Reactions Using Association Rules and Embedding Models.
Proceedings of the Bioinformatics Research and Applications - 13th International Symposium, 2017

Learning to Rank with Query-level Semi-supervised Autoencoders.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Tripartite-Replicated Softmax Model for Document Representations.
Proceedings of the Information Retrieval - 23rd China conference, 2017

2016
A graph kernel based on context vectors for extracting drug-drug interactions.
J. Biomed. Informatics, 2016

Assessment of learning to rank methods for query expansion.
J. Assoc. Inf. Sci. Technol., 2016

Improving biomedical information retrieval by linear combinations of different query expansion techniques.
BMC Bioinform., 2016

Generating User-oriented Text Summarization Based on Social Networks Using Topic Models.
Proceedings of the Social Media Processing - 5th National Conference, 2016

Detecting Potential Adverse Drug Reactions from Health-Related Social Networks.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Patent Retrieval Based on Multiple Information Resources.
Proceedings of the Information Retrieval Technology, 2016

Learning to Rank with Likelihood Loss Functions.
Proceedings of the Information Retrieval Technology, 2016

2015
Predicting Best Answerers for New Questions: An Approach Leveraging Distributed Representations of Words in Community Question Answering.
Proceedings of the Ninth International Conference on Frontier of Computer Science and Technology, 2015

Discover potential adverse drug reactions using the skip-gram model.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Learning to rank for biomedical information retrieval.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
GPQ: Directly Optimizing Q-measure based on Genetic Programming.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Protein Complex Prediction in Large Ontology Attributed Protein-Protein Interaction Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A Time-Sensitive Model for Microblog Retrieval.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

Integrating multiple biomedical resources for protein complex prediction.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013


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