- Knowledge Construction.- Iterative Transfer Knowledge Distillation and Channel Pruning for Unsupervised Cross-domain Compression.- Aspect-based Sentiment Classification Model Based on Multi-View Information Fusion.- GTGNN: Global graph and taxonomy tree for Graph Neural Network session-based recommendation.- Dual Learning Model of Code Summary and Generation based on Transformer.- Relation-Oriented Temporal Knowledge Graphs Completion Based on Recurrent Neural Network.- MMPDRec:A Denoising Model for Knowledge Concepts Recommendation Using Metapaths.- SPR: A Similar Projection Revisor for Complex Logical Reasoning over Knowledge Graphs.
- An Generative Entity-Relation Extraction Model based on UIE for Legal Text.- Uncertain Knowledge Graph Completion with Rule Mining.- Intelligent Service.- MAGAN: Mode Information and Attention-based GAN for Realistic Time Series Data Synthesis.- A Study on Context-Matching-Based Joint Training for Chinese Coreference Resolution.- DFCDR: Domain-aware Feature Decoupling and Fusion for Cross-Domain Recommendation.- Two-Stage Enhancement for Recommendation Systems Based on Contrastive Learning.- Popularity-aware Graph Neural Network with Global Context for Session-based Recommendation.
- Enhancing Sentiment Analysis for Chinese Texts Using a BERT-Based Model with a Custom Attention Mechanism.- Contrastive Learning-Based Cross-Domain Data Augmentation for Aspect-Based Sentiment Analysis.- Intelligent Computing.- A Dynamic Convergence Criterion for Fast K-means Computations.- Efficient p-Biclique Query on Large Bipartite Networks.- High-dimensional Nearest Neighbor Search-based Blocking in Entity Resolution.- Top-k Collective Spatial Keyword Approximate Query.- SMSRD: A Streaming Graph Data Management System Based on Relational Database.
- PLIS: Persistent Learned Index for Strings.- Dataset Construction for Fine-grained Emotion Analysis in Catering Review Data.- Database Parameters Tuning via Bayesian Optimization with Domain Knowledge.- Attribute Multiplex Network Graph Clustering: Joint Contrastive And High-order Proximity.- Reliable Community Search over Dynamic Bipartite Graphs.- A Hierarchical Structure Explanation Method for Complex Tables.- Large Language Model.- Low-Parameter Federated Learning with Large Language Models.
- The Journey of Language Models in Understanding Natural Language.- Instruction Tuning Large Language Models for Multimodal Relation Extraction Using LoRA.- Instruction Tuning with LLMs for Programming Exercise Generation.- Security.- A Blockchain-Based Dynamic Symmetric Searchable Encryption Scheme for Sharing Elderly Health Data.- Enhancing Medical Data Sharing with an Attribute-Based Dynamic Verifiable Searchable Encryption Scheme Using Blockchain.- Principal Component Analysis Scheme Based on Homomorphic Encryption in a Distributed Environment.- Secure Reinsurance Data Sharing Scheme Based on Blockchain and Multi-Level Attribute-Based Encryption.
- Information System Applications.- Prediction Method of Type 2 Diabetes Mellitus Based on a Combination of Hybrid Feature Selection and Random Forest.- Named Entity Recognition Using EHealth-Bilstm-CRF Combine With Muti-Head Self-Attention for Chinese Medical Information.- AGNE: Attentional Graph Convolutional Network Embedding for Knowledge Concept Recommendation in MOOCs.- Sepsis Mortality Prediction with Electronic Health Records Based on Sequential and Attention-based Models.- Alleviating Collapsing Problem in Policy Topic Discovery via Soft Clustering-based Regulation.- Attention-based Spatial-Temporal Fusion Networks for Traffic Flow Prediction.- Detection Model of News Distortion Based on Chinese-German Bilingual Knowledge Graphs.
- Knowledge-aware Self-Supervised Educational Resources Recommendation.- JEAPC: A Joint Extraction Model of Action Sequence from Chinese Instructions for Home Service Robot.- Spatio-Temporal Motion Topology Aware Graph Convolutional Network for Skeleton-based Action Recognition.- Breast mass classification in mammograms based on the fusion of traditional and deep features.- TRoute: Dynamic Time-dependent Route Recommendation on Road Networks.- MGCNet: A Multi-scale Grouped Convolution-based Seal Detection Method for Painting and Calligraphy Works.- The International Academic Map of AI Researches --Situation and Trend Exploration Based on WOS Database.- Enhancing Online Education Assessment: A Blockchain - Powered Reliable Behavior Indicator Assessment Framework.