2025
Task-Core Memory Management and Consolidation for Long-term Continual Learning.
CoRR, May, 2025
Aesthetic Matters in Music Perception for Image Stylization: A Emotion-driven Music-to-Visual Manipulation.
CoRR, January, 2025
Predicting Preschoolers' Externalizing Problems with Mother-Child Interaction Dynamics and Deep Learning.
CoRR, January, 2025
Knowledge-aware modeling of group commonality for group recommendation.
Expert Syst. Appl., 2025
Supervisor Alignment Framework: Enhancing LLM Alignment with Query-Ignoring Strategy and Multi-Agent Interaction.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
Disentangled Modeling of Preferences and Social Influence for Group Recommendation.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Personality-driven experience storage and retrieval for sentiment classification.
J. Supercomput., September, 2024
A personality-guided preference aggregator for ephemeral group recommendation.
Appl. Soft Comput., 2024
MetaESC: Enhancing Emotional Support Conversation through Metacognition.
Proceedings of the Database Systems for Advanced Applications, 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Personality-assisted mood modeling with historical reviews for sentiment classification.
Inf. Sci., November, 2023
SMAR: Summary-Aware Multi-Aspect Recommendation.
Neurocomputing, October, 2023
Long-tail session-based recommendation from calibration.
Appl. Intell., February, 2023
Metacognition-Enhanced Few-Shot Prompting With Positive Reinforcement.
CoRR, 2023
Is ChatGPT a Good Personality Recognizer? A Preliminary Study.
CoRR, 2023
PEGA: Personality-Guided Preference Aggregator for Ephemeral Group Recommendation.
CoRR, 2023
Tell Model Where to Attend: Improving Interpretability of Aspect-Based Sentiment Classification via Small Explanation Annotations.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
DualGCN: An Aspect-Aware Dual Graph Convolutional Network for review-based recommender.
Knowl. Based Syst., 2022
SENGR: Sentiment-Enhanced Neural Graph Recommender.
Inf. Sci., 2022
C3SASR: Cheap Causal Convolutions for Self-Attentive Sequential Recommendation.
CoRR, 2022
DACSR: Dual-Aggregation End-to-End Calibrated Sequential Recommendation.
CoRR, 2022
Unexp-DIN: Unexpected Deep Interest Network for Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2022
Learner Profile based Knowledge Tracing.
Proceedings of the International Joint Conference on Neural Networks, 2022
Multi-Channel Attentive Graph Convolutional Network with Sentiment Fusion for Multimodal Sentiment Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2022
PMAR: Multi-aspect Recommendation Based on Psychological Gap.
Proceedings of the Database Systems for Advanced Applications, 2022
Knowledge-Enhanced Multi-task Learning for Course Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2022
Automatic Personality Prediction Based on Users' Chinese Handwriting Change.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022
2021
Long-Tail Session-based Recommendation from Calibration.
CoRR, 2021
SSR: Explainable Session-based Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Two-stage sentiment classification based on user-product interactive information.
Knowl. Based Syst., 2020
TSCREC: Time-sync Comment Recommendation in Danmu-Enabled Videos.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020
2019
Inferring Students' Personality from Their Communication Behavior in Web-based Learning Systems.
Int. J. Artif. Intell. Educ., 2019
Chinese Clinical Named Entity Recognition with Word-Level Information Incorporating Dictionaries.
Proceedings of the International Joint Conference on Neural Networks, 2019
A Crowdsourcing Based Human-in-the-Loop Framework for Denoising UUs in Relation Extraction Tasks.
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Personalizing recommendation diversity based on user personality.
User Model. User Adapt. Interact., 2018
2017
Personality and Recommendation Diversity.
Proceedings of the Emotions and Personality in Personalized Services, 2017
Inferring Students' Sense of Community from Their Communication Behavior in Online Courses.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017
Implicit Acquisition of User Personality for Augmenting Recommender Systems.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017
2016
Students' Personality and Chat Room Behavior in Synchronous Online Learning.
Proceedings of the Late-breaking Results, 2016
Inferring Users' Critiquing Feedback on Recommendations from Eye Movements.
Proceedings of the Case-Based Reasoning Research and Development, 2016
2015
Implicit Acquisition of User Personality for Augmenting Movie Recommendations.
Proceedings of the User Modeling, Adaptation and Personalization, 2015
2013
Using personality to adjust diversity in recommender systems.
Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013
How personality influences users' needs for recommendation diversity?
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
Evaluating recommender systems.
Proceedings of the Seventh International Conference on Digital Information Management, 2012