conftrace_

Deep Learning

78,198 papers (26 classified directly here)

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

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

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Papers (including subtopics)

Graph Neural Ricci Flow: Evolving Feature from a Curvature Perspective ICLR 2025 Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt. Generation for Enhanced LLM Content Moderation ACL 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 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025 Graph Representation Learning in Hyperbolic Space via Dual-Masked COLING 2025 GraphRouter: A Graph-based Router for LLM Selections ICLR 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 Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization ICML 2025 Graph Transformers Dream of Electric Flow ICLR 2025 GraphTranslate: Predicting Clinical Trial Translation using Graph Neural Networks on Biomedical Literature ACL 2025 GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025 GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression EMNLP 2025 GraSP: Simple Yet Effective Graph Similarity Predictions AAAI 2025 GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ACL 2025 Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention ICLR 2025 GReg: Geometry-Aware Region Refinement for Sign Language Video Generation ICCV 2025 GReX: A Graph Neural Network-Based Rerank-then-Expand Method for Detecting Conflicts Among Legal Articles in Korean Criminal Law EMNLP 2025 GRICP: Granular-Ball Iterative Closest Point with Multikernel Correntropy for Point Cloud Fine Registration AAAI 2025 Gridded Transformer Neural Processes for Spatio-Temporal Data ICML 2025 GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling ICLR 2025