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Papers
DistillHGNN: A Knowledge Distillation Approach for High-Speed Hypergraph Neural Networks
ICLR 2025
DragonTrack: Transformer-Enhanced Graphical Multi-Person Tracking in Complex Scenarios
WACV 2025
DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains
EMNLP 2025
Enhancing Long-range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-based Sentiment Analysis
COLING 2025
Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks
ICML 2025
Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection
WACV 2025
FRET: Feature Redundancy Elimination for Test Time Adaptation
ICCV 2025
GCNT: Graph-Based Transformer Policies for Morphology-Agnostic Reinforcement Learning
IJCAI 2025
GIIM: A Graph Information Integration Method for Chinese-Kazakh CLIR
ACML 2025
Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering
AAAI 2025
Infant Action Generative Modeling
WACV 2025
Knowledge-Guided Part Segmentation
ICCV 2025
Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation
AAAI 2025
LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment
IJCAI 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space
IJCAI 2025
Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks
Interspeech 2025
Multi-Feature Graph Convolution Network for Hindi OCR Verification
AACL 2025
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
AAAI 2025
Nonparametric Teaching for Graph Property Learners
ICML 2025
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network
AAAI 2025
Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition
CVPR 2025
Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning
IJCNLP 2025
Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-scale Modulation
IJCAI 2025
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting
IJCAI 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit
ACL 2025