Knowledge Graph
Improving Distance Based Knowledge Graph Embedding via Contrastive Learning
Knowledge Graph Completion with Information Adaptation and Refinement
Duet Representation Learning with Entity Multi-Attribute Information in Knowledge Graphs
TKGAT: Temporal Knowledge Graph Representation Learning Using Attention Network
Separate-and-Aggregate: A Transformer-based Patch Refinement Model for Knowledge Graph Completion
Two Birds With One Stone: An Link Prediction Model for Knowledge Hypergraph Based on Fully-Connected Tensor Decomposition
HEM: an improved parametric link prediction algorithm based on hybrid network evolution mechanism
Joint embedding of local structures and evolutionary patterns for temporal link prediction
Multimedia
DQN-based Stitching Algorithm for Unmanned Aerial Vehicle Images
HM-QCNN: Hybrid Multi-branches Quantum-Classical Neural Network for image classification
DetOH: An Anchor-free Object Detector with Only Heatmaps
LAANet: An Efficient Automatic Modulation Recognition Model Based on LSTM-Autoencoder and Attention Mechanism
A Compact Phoneme-To-Audio Aligner for Singing Voice
Song-to-Video Translation: Writing a Video from Song Lyrics Based on Multimodal Pre-Training
Medical Image Analysis
Breast Cancer Histopathology Image Classification Using Frequency Attention Convolution Network
Wavelet-SVDD: Anomaly Detection and Segmentation with Frequency Domain Attention
Anatomical-Functional Fusion Network for Lesion Segmentation using Dual-view CEUS
SpMVNet: Spatial Multi-view Network for Head and Neck Organs at Risk Segmentation
SNN-BS: A Clinical Terminology Standardization Method using Siamese Networks with Batch Sampling Strategy
Natural Language
Read then Respond: Multi-granularity Grounding Prediction for Knowledge-Grounded Dialogue Generation
SUMO-PEGASUS: A Two-Stage Model for Long Text Summarization
An Extractive Automatic Summarization Method for Chinese Long Text
A Likelihood Probability-based Online Summarization Ranking Model
Spatial Commonsense Reasoning for Machine Reading Comprehension
Multimodal learning for Automatic Summarization: A Survey
Deep Knowledge Tracing with Concept Trees
Privacy and Security
Cryptography-Inspired Federated Learning for Generative Adversarial Networks and Meta Learning
A Hessian-Based Federated Learning Approach to tackle Statistical Heterogeneity
Analyzing the Convergence of Federated Learning with Biased Client Participation
Privacy Lost in online Education: Analysis of Web Tracking Evolution
DANAA: Towards transferable attacks with double adversarial neuron attribution
CRNN-SA: A Network Intrusion Detection Method Based on Deep Learning
Applications
Conspiracy Spoofing Orders Detection with Transformer-based Deep Graph Learning
A Novel Explainable Rumor Detection Model with Fusing Objective Information
VLS: A Reinforcement Learning-based Value Lookahead Strategy for Multi-product Order Fulfillment
Deep Reinforcement Learning for Stock Trading with Behavioral Finance Strategy
Ensemble Learning based Employment Recommendation under Interaction Sparsity for College Students
How does ChatGPT Affect Fake News Detection Systems?
CNGT: Co-attention Networks with Graph Transformer for Fact Verification
Multi-Modal
Supervised Discriminative Discrete Hashing for Cross-modal Retrieval
A Knowledge-enhanced Inferential Network for Cross-modality Multi-hop VQA
Multi-Head Similarity Feature Representation and Filtration for Image-Text Matching
Multimodal Conditional VAE for Zero-shot Real-world Event Discovery
MAMRP: Multi-modal Data Aware Movie Rating Prediction
MFMGC: A Multi-Modal Data Fusion Model for Movie Genre Classification
TED-CS: Textual Enhanced Sensitive Video Detection with Common Sense Knowledge