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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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'25

Papers (including subtopics)

Temporal Graph ODEs for Irregularly-Sampled Time Series IJCAI 2024
EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost IJCAI 2024
An Efficient Prototype-Based Clustering Approach for Edge Pruning in Graph Neural Networks to Battle Over-Smoothing IJCAI 2024
Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024
QFormer: An Efficient Quaternion Transformer for Image Denoising IJCAI 2024
HyQ: Hardware-Friendly Post-Training Quantization for CNN-Transformer Hybrid Networks IJCAI 2024
Deep Neural Networks via Complex Network Theory: A Perspective IJCAI 2024
Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024
Combinatorial Routing for Neural Trees IJCAI 2024
Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations IJCAI 2024
LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024
An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024
Revisiting Neural Networks for Continual Learning: An Architectural Perspective IJCAI 2024
Rank and Align: Towards Effective Source-free Graph Domain Adaptation IJCAI 2024
Dynamic Weighted Graph Fusion for Deep Multi-View Clustering IJCAI 2024
Deep Hierarchical Graph Alignment Kernels IJCAI 2024
Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods IJCAI 2024
Contrastive and View-Interaction Structure Learning for Multi-view Clustering IJCAI 2024
Strengthening Layer Interaction via Dynamic Layer Attention IJCAI 2024
A Grassmannian Manifold Self-Attention Network for Signal Classification IJCAI 2024
Self-Supervised Learning for Enhancing Spatial Awareness in Free-Hand Sketches IJCAI 2024
Subgraph Pooling: Tackling Negative Transfer on Graphs IJCAI 2024
PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs IJCAI 2024
PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction IJCAI 2024
FBLG: A Local Graph Based Approach for Handling Dual Skewed Non-IID Data in Federated Learning IJCAI 2024