2025
EMCRL: EM-Enhanced Negative Sampling Strategy for Contrastive Representation Learning.
IEEE Trans. Comput. Soc. Syst., June, 2025
Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions.
CoRR, June, 2025
2024
Description-Enhanced Label Embedding Contrastive Learning for Text Classification.
IEEE Trans. Neural Networks Learn. Syst., October, 2024
2023
LadRa-Net: Locally Aware Dynamic Reread Attention Net for Sentence Semantic Matching.
IEEE Trans. Neural Networks Learn. Syst., February, 2023
2022
Understanding the Users and Videos by Mining a Novel Danmu Dataset.
IEEE Trans. Big Data, 2022
Video emotion analysis enhanced by recognizing emotion in video comments.
Int. J. Data Sci. Anal., 2022
2021
Multilevel Image-Enhanced Sentence Representation Net for Natural Language Inference.
IEEE Trans. Syst. Man Cybern. Syst., 2021
LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching.
CoRR, 2021
DeepME: Deep Mixture Experts for Large-scale Image Classification.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
DGA-Net: Dynamic Gaussian Attention Network for Sentence Semantic Matching.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021
Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Character-Oriented Video Summarization With Visual and Textual Cues.
IEEE Trans. Multim., 2020
Leveraging proficiency and preference for online Karaoke recommendation.
Frontiers Comput. Sci., 2020
R<sup>2</sup>-Net: Relation of Relation Learning Network for Sentence Semantic Matching.
CoRR, 2020
Context-Aware Generation-Based Net For Multi-Label Visual Emotion Recognition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
2019
Understanding the mechanism of social tie in the propagation process of social network with communication channel.
Frontiers Comput. Sci., 2019
Context-Aware Dual-Attention Network for Natural Language Inference.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Gossiping the Videos: An Embedding-Based Generative Adversarial Framework for Time-Sync Comments Generation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Deep Technology Tracing for High-Tech Companies.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Sentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains.
Proceedings of the Database Systems for Advanced Applications, 2019
DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Skeptical Deep Learning with Distribution Correction.
CoRR, 2018
Image-Enhanced Multi-level Sentence Representation Net for Natural Language Inference.
Proceedings of the IEEE International Conference on Data Mining, 2018
Lifelong Learning Memory Networks for Aspect Sentiment Classification.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
A Context-Enriched Neural Network Method for Recognizing Lexical Entailment.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015