conftrace_

Architectures

30,950 papers (33 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Neural Networks (13,168) Transformers (11,186) Graph Neural Networks (5,491) Autoencoders (1,313) Convolutional Neural Networks (1,049) Recurrent Neural Networks (675) Generative Adversarial Networks (94) Encoder-Decoder (36)

Papers per year

2

3

15

13

18

17

27

39

43

74

94

221

536

912

1,611

2,559

3,004

3,504

3,729

4,021

4,550

4,519

1,439

'10

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Papers (including subtopics)

Graph Diffusion Policy Optimization NeurIPS 2024 Graph Diffusion Transformers for Multi-Conditional Molecular Generation NeurIPS 2024 Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation AAAI 2024 Graph Distillation with Eigenbasis Matching ICML 2024 Graph Edit Distance with General Costs Using Neural Set Divergence NeurIPS 2024 Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NeurIPS 2024 Graph External Attention Enhanced Transformer ICML 2024 GraphFill: Deep Image Inpainting Using Graphs WACV 2024 Graph Generation with K^2-trees ICLR 2024 Graph Generation with Diffusion Mixture ICML 2024 Graph Geometry-Preserving Autoencoders ICML 2024 Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders NAACL 2024 Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024 Graph Language Models ACL 2024 Graph Learning for Numeric Planning NeurIPS 2024 Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs AAAI 2024 Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024 Graph Metanetworks for Processing Diverse Neural Architectures ICLR 2024 GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts NeurIPS 2024 GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs NeurIPS 2024 Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series NeurIPS 2024 Graph Neural Network Explanations are Fragile ICML 2024 Graph Neural Networks and Arithmetic Circuits NeurIPS 2024 Graph neural networks and non-commuting operators NeurIPS 2024 Graph Neural Networks Do Not Always Oversmooth NeurIPS 2024