2025
Exploiting instance-label dynamics through reciprocal anchored contrastive learning for few-shot relation extraction.
Neural Networks, 2025
sEntIMeldCL: Enhancing explicit knowledge via Uniform-based Implicit Contrastive Mechanism for Aspect-Level Sentiment Analysis.
Neural Networks, 2025
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation.
Knowl. Based Syst., 2025
DPEM: Dual-Perspective Enhanced Mamba for multivariate time series forecasting.
Inf. Fusion, 2025
Revisiting aspect sentiment triplet extraction: A span-level approach with enhanced contextual interaction.
Expert Syst. Appl., 2025
Pareto selective error feedback suppression for popularity-diversity balanced session-based recommendation.
Eng. Appl. Artif. Intell., 2025
Contrastive learning for nested Chinese Named Entity Recognition via template words.
CAAI Trans. Intell. Technol., 2025
ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Unleashing the power of context: Contextual association network with cross-task attention for joint relational extraction.
Expert Syst. Appl., March, 2024
Collaborative association networks with cross-level attention for session-based recommendation.
Knowl. Based Syst., 2024
Aspect-specific Parsimonious Segmentation via Attention-based Graph Convolutional Network for Aspect-Based Sentiment Analysis.
Knowl. Based Syst., 2024
CARE: Context-aware attention interest redistribution for session-based recommendation.
Expert Syst. Appl., 2024
Interpretable prediction model for decoupling hot rough rolling camber-process parameters.
Expert Syst. Appl., 2024
EAFL: Equilibrium Augmentation Mechanism to Enhance Federated Learning for Aspect Category Sentiment Analysis.
Expert Syst. Appl., 2024
DiffuTraj: A Stochastic Vessel Trajectory Prediction Approach via Guided Diffusion Process.
CoRR, 2024
Session Target Pair: User Intent Perceiving Networks for Session-Based Recommendation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
Generalizing ISP Model by Unsupervised Raw-to-raw Mapping.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Spatial-Temporal Perceiving: Deciphering User Hierarchical Intent in Session-Based Recommendation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Synergetic Interaction Network with Cross-task Attention for Joint Relational Triple Extraction.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Multi-level Relational Learning with Synergistic Graphs for Multivariate Time Series Forecasting.
Proceedings of the Asian Conference on Machine Learning, 2024
Predicting the Unpredictable: Uncertainty-Aware Reasoning over Temporal Knowledge Graphs via Diffusion Process.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
DiFiNet: Boundary-Aware Semantic Differentiation and Filtration Network for Nested Named Entity Recognition.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Semi-supervised Few-shot Network Intrusion Detection based on Meta-learning.
Proceedings of the 2023 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2023
Unsupervised Mobile User Behavior Detection Based on Siamese Neural Networks.
Proceedings of the 2023 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2023
Aspect-Oriented Opinion Alignment Network for Aspect-Based Sentiment Classification.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
2022
Maximal activation weighted memory for aspect based sentiment analysis.
Comput. Speech Lang., 2022
Improving Monaural Speech Enhancement with Dynamic Scene Perception Module.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
2021
IDANet: An Information Distillation and Aggregation Network for Speech Enhancement.
IEEE Signal Process. Lett., 2021
Foster Strengths and Circumvent Weaknesses: a Speech Enhancement Framework with Two-branch Collaborative Learning.
CoRR, 2021
Improved Speech Separation with Time-and-Frequency Cross-Domain Feature Selection.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
"Golden Course" Construction of Software Engineering Basic Course Based on Blended Learning.
Proceedings of the Data Science, 2021
2020
Embedding Encoder-Decoder With Attention Mechanism for Monaural Speech Enhancement.
IEEE Access, 2020
Combining Multi-Perspective Attention Mechanism With Convolutional Networks for Monaural Speech Enhancement.
IEEE Access, 2020
Unsupervised Multi-Discriminator Generative Adversarial Network for Lung Nodule Malignancy Classification.
IEEE Access, 2020
Deep Attractor with Convolutional Network for Monaural Speech Separation.
Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020
Forecasting the Evolution of Hydropower Generation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Redundant Convolutional Network With Attention Mechanism For Monaural Speech Enhancement.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Advanced community question answering by leveraging external knowledge and multi-task learning.
Knowl. Based Syst., 2019
Iterative tighter nonparallel hyperplane support vector clustering with simultaneous feature selection.
Clust. Comput., 2019
Fixed-point twin support vector machine.
Clust. Comput., 2019
RefineNet-Based Speech Enhancement with Composite Metric Loss Training.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019
Multi-layer Attention Mechanism Based Speech Separation Model.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019
An End-to-End Speech Enhancement Framework Using Stacked Multi-scale Blocks.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019
Shortcut-Based Fully Convolutional Network for Speech Enhancement.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019
2018
Alternating Relaxed Twin Bounded Support Vector Clustering.
Wirel. Pers. Commun., 2018
Content Attention Model for Aspect Based Sentiment Analysis.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
STAMP: Short-Term Attention/Memory Priority Model for Session-based Recommendation.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Aspect and Sentiment Aware Abstractive Review Summarization.
Proceedings of the 27th International Conference on Computational Linguistics, 2018
2016
Hierarchical Random Walk Inference in Knowledge Graphs.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
2015
Fast Community Discovery and Its Evolution Tracking in Time-Evolving Social Networks.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
2013
Community Detecting and Feature Analysis in Real Directed Weighted Social Networks.
J. Networks, 2013
2010
Efficient Modeling of Spam Images.
Proceedings of the Third International Symposium on Intelligent Information Technology and Security Informatics, 2010