2025
CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models.
CoRR, May, 2025
SRLCG: Self-Rectified Large-Scale Code Generation with Multidimensional Chain-of-Thought and Dynamic Backtracking.
CoRR, April, 2025
SECON: Maintaining Semantic Consistency in Data Augmentation for Code Search.
ACM Trans. Inf. Syst., March, 2025
WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference.
CoRR, March, 2025
Large Language Model for Medical Images: A Survey of Taxonomy, Systematic Review, and Future Trends.
Big Data Min. Anal., 2025
Time-aware Medication Recommendation via Intervention of Dynamic Treatment Regimes.
Proceedings of the ACM on Web Conference 2025, 2025
MedConMA: A Confidence-Driven Multi-agent Framework for Medical Q&A.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025
A Novel Framework for Multi-hop Reasoning via Alternate Entity and Sequence Generation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025
CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Automated ICD Coding via Contrastive Learning With Back-Reference and Synonym Knowledge for Smart Self-Diagnosis Applications.
IEEE Trans. Consumer Electron., August, 2024
Medical Question Summarization with Entity-driven Contrastive Learning.
ACM Trans. Asian Low Resour. Lang. Inf. Process., April, 2024
LCEMH: Label Correlation Enhanced Multi-modal Hashing for efficient multi-modal retrieval.
Inf. Sci., February, 2024
BianCang: A Traditional Chinese Medicine Large Language Model.
CoRR, 2024
PMoL: Parameter Efficient MoE for Preference Mixing of LLM Alignment.
CoRR, 2024
Semantic Reconstruction Guided Missing Cross-modal Hashing.
Proceedings of the International Joint Conference on Neural Networks, 2024
Filter-Enhanced Hypergraph Transformer for Multi-Behavior Sequential Recommendation.
Proceedings of the IEEE International Conference on Acoustics, 2024
Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Self-Evaluation of Large Language Model based on Glass-box Features.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Thinking the Importance of Patient's Chief Complaint in TCM Syndrome Differentiation.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
Multi-Channel Hypergraph Network for Sequential Diagnosis Prediction in Healthcare.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
Multi-view Contrastive Learning for Medical Question Summarization.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
Collaborative Prediction of Drug-target Interaction using Sequence-based CNN and Transformer.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
Significance-aware Medication Recommendation with Medication Representation Learning.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Time-Series Representation Learning via Dual Reference Contrasting.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Spatio-temporal Graph Normalizing Flow for Probabilistic Traffic Prediction.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Generating Personalized Imputations for Patient Health Status Prediction in Electronic Health Records.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
MBC-DTA: A Multi-Scale Bilinear Attention with Contrastive Learning Framework for Drug-Target Binding Affinity Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
CHECKWHY: Causal Fact Verification via Argument Structure.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Weighted non-negative matrix factorization based on adaptive robust local sparse graph.
Multim. Tools Appl., December, 2023
Spatio-temporal fusion and contrastive learning for urban flow prediction.
Knowl. Based Syst., December, 2023
One for more: Structured Multi-Modal Hashing for multiple multimedia retrieval tasks.
Expert Syst. Appl., December, 2023
Blind super-resolution model based on unsupervised degenerate indication learning.
Comput. Electr. Eng., November, 2023
DuCL: Dual-stage contrastive learning framework for Chinese semantic textual matching.
Comput. Electr. Eng., March, 2023
Modality Coupling for Privacy Image Classification.
IEEE Trans. Inf. Forensics Secur., 2023
An empirical study of next-basket recommendations.
CoRR, 2023
Medical Question Summarization with Entity-driven Contrastive Learning.
CoRR, 2023
News Recommendation via Jointly Modeling Event Matching and Style Matching.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Multi-view Feature Fusion Based on Self-attention Mechanism for Drug-drug Interaction Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2023
Fusion of Dynamic Hypergraph and Clinical Event for Sequential Diagnosis Prediction.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023
Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Intention-Aware User Modeling for Personalized News Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2023
Unsupervised Graph Neural Network with Self-Expressive Attention for Community Detection.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
2022
Multi-granularity interaction model based on pinyins and radicals for Chinese semantic matching.
World Wide Web, 2022
Aspect-Driven User Preference and News Representation Learning for News Recommendation.
IEEE Trans. Intell. Transp. Syst., 2022
Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing.
CoRR, 2022
Modeling Multi-interest News Sequence for News Recommendation.
CoRR, 2022
Learning coupled latent features via review texts for IOT service recommendation.
Comput. Electr. Eng., 2022
Unsupervised domain adaptation based on adaptive local manifold learning.
Comput. Electr. Eng., 2022
Chinese sentence semantic matching based on multi-level relevance extraction and aggregation for intelligent human-robot interaction.
Appl. Soft Comput., 2022
Rethinking Adjacent Dependency in Session-Based Recommendations.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022
Word Sense Disambiguation Based on Memory Enhancement Mechanism.
Proceedings of the Knowledge Science, Engineering and Management, 2022
Chinese Sentence Matching with Multiple Alignments and Feature Augmentation.
Proceedings of the International Joint Conference on Neural Networks, 2022
Correlation Encoder-Decoder Model for Text Generation.
Proceedings of the International Joint Conference on Neural Networks, 2022
A Model for COVID-19 Prediction Based on Spatio-temporal Convolutional Network.
Proceedings of the International Joint Conference on Neural Networks, 2022
Inductive Light Graph Convolution Network for Text Classification Based on Word-Label Graph.
Proceedings of the Intelligent Information Processing XI, 2022
Variational Graph Embedding for Community Detection.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
News Recommendation Via Multi-Interest News Sequence Modelling.
Proceedings of the IEEE International Conference on Acoustics, 2022
A Systematical Evaluation for Next-Basket Recommendation Algorithms.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
Sentence Semantic Matching Based on 3D CNN for Human-Robot Language Interaction.
ACM Trans. Internet Techn., 2021
Sentence pair modeling based on semantic feature map for human interaction with IoT devices.
Int. J. Mach. Learn. Cybern., 2021
Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation.
IEEE Intell. Syst., 2021
Concept Representation by Learning Explicit and Implicit Concept Couplings.
IEEE Intell. Syst., 2021
Chinese clinical named entity recognition based on stacked neural network.
Concurr. Comput. Pract. Exp., 2021
Empirical study on tangent loss function for classification with deep neural networks.
Comput. Electr. Eng., 2021
Chinese Semantic Matching with Multi-granularity Alignment and Feature Fusion.
Proceedings of the International Joint Conference on Neural Networks, 2021
Sentence Semantic Matching with Hierarchical CNN Based on Dimension-augmented Representation.
Proceedings of the International Joint Conference on Neural Networks, 2021
Multi-Perspective Interactive Model for Chinese Sentence Semantic Matching.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Sequential Dependency Enhanced Graph Neural Networks for Session-based Recommendations.
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021
2020
Chinese medical question answer selection via hybrid models based on CNN and GRU.
Multim. Tools Appl., 2020
Deep hierarchical encoding model for sentence semantic matching.
J. Vis. Commun. Image Represent., 2020
A deep neural architecture for sentence semantic matching.
Int. J. Comput. Sci. Eng., 2020
Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation.
CoRR, 2020
Discriminative Label Relaxed Regression with Adaptive Graph Learning.
Comput. Intell. Neurosci., 2020
Chinese Sentence Semantic Matching Based on Multi-Granularity Fusion Model.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Intra-Correlation Encoding for Chinese Sentence Intention Matching.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
Chinese Medical Question Answer Matching with Stack-CNN.
Proceedings of the Cognitive Internet of Things: Frameworks, Tools and Applications, 2019
Discriminative feature extraction based on sparse and low-rank representation.
Neurocomputing, 2019
Word sense disambiguation based on dependency constraint knowledge.
Clust. Comput., 2019
2018
An Empirical Study of Classifier Combination Based Word Sense Disambiguation.
IEICE Trans. Inf. Syst., 2018
Grade Prediction of Student Academic Performance with Multiple Classification Models.
Proceedings of the 14th International Conference on Natural Computation, 2018
Query translation based on visual information.
Proceedings of the Tenth International Conference on Advanced Computational Intelligence, 2018
2017
Chinese word semantic relation classification based on multiple knowledge resources.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017
QLUT at SemEval-2017 Task 2: Word Similarity Based on Word Embedding and Knowledge Base.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
QLUT at SemEval-2017 Task 1: Semantic Textual Similarity Based on Word Embeddings.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
Mapping senses in BabelNet to Chinese based on word embedding.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
2016
BIT at SemEval-2016 Task 1: Sentence Similarity Based on Alignments and Vector with the Weight of Information Content.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
2013
Design of Collection and Semantic Annotation System for Web Images.
J. Softw., 2013
2012
Design of retrieval system for Web images based on semantic analysis.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012
2009
A Strategy of Semantic Information Extraction for Web Image.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009