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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'25

Papers (including subtopics)

Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025 GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization NAACL 2025 Graph Mediator Networks Bridging Local and Global Semantics via Serial Message Passing ACML 2025 GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning CVPR 2025 Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025 GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts AAAI 2025 GraphNarrator: Generating Textual Explanations for Graph Neural Networks ACL 2025 Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision CVPR 2025 Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation ICML 2025 Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective ICLR 2025 Graph Neural Networks Can (Often) Count Substructures ICLR 2025 Graph Neural Networks for Databases: A Survey IJCAI 2025 Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance ICLR 2025 Graph Neural Networks Gone Hogwild ICLR 2025 GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia JMLR 2025 Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems ICLR 2025 Graph Neural Ricci Flow: Evolving Feature from a Curvature Perspective ICLR 2025 Graph-of-Thoughts for Fact-Checking with Large Language Models ACL 2025 Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation IJCAI 2025 GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025 Graph Representation Learning in Hyperbolic Space via Dual-Masked COLING 2025 Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks AAAI 2025 Graph Sparsification via Mixture of Graphs ICLR 2025 Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025 Graph Structure Refinement with Energy-based Contrastive Learning AAAI 2025