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)

GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025 GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring ICLR 2025 GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning AAAI 2025 GNN-Transformer Task Planning Enhanced with Semantic-Driven Data Augmentation AAAI 2025 Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers ICLR 2025 GOAL: A Generalist Combinatorial Optimization Agent Learner ICLR 2025 GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction AAAI 2025 Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network IJCAI 2025 Going Deeper into Locally Differentially Private Graph Neural Networks ICML 2025 GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation ICLR 2025 GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks ICLR 2025 GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning ICLR 2025 GPAvatar: High-fidelity Head Avatars by Learning Efficient Gaussian Projections CVPR 2025 GPEN: Global Position Encoding Network for Enhanced Subgraph Representation Learning ICML 2025 GPI-Net: Gestalt-Guided Parallel Interaction Network via Orthogonal Geometric Consistency for Robust Point Cloud Registration IJCAI 2025 GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration ICML 2025 GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025 GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference IJCNLP 2025 GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer EMNLP 2025 Gradient-based Explanations for Deep Learning Survival Models ICML 2025 Gradient Flow Provably Learns Robust Classifiers for Orthonormal GMMs ICML 2025 Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification ACL 2025 GradQ-ViT: Robust and Efficient Gradient Quantization for Vision Transformers AAAI 2025 GRAIN: Exact Graph Reconstruction from Gradients ICLR 2025 GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025