| Scaling Graph Neural Networks for Particle Track Reconstruction | Apr 7, 2025 | Edge ClassificationGPU | CodeCode Available | 1 |
| LLM-driven Knowledge Distillation for Dynamic Text-Attributed Graphs | Feb 15, 2025 | Edge ClassificationKnowledge Distillation | —Unverified | 0 |
| Disentangling Popularity and Quality: An Edge Classification Approach for Fair Recommendation | Jan 6, 2025 | Edge ClassificationFairness | —Unverified | 0 |
| Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition | Oct 24, 2024 | ClassificationEdge Classification | —Unverified | 0 |
| Metric-Semantic Factor Graph Generation based on Graph Neural Networks | Sep 18, 2024 | AttributeEdge Classification | —Unverified | 0 |
| A GREAT Architecture for Edge-Based Graph Problems Like TSP | Aug 29, 2024 | Combinatorial OptimizationEdge Classification | CodeCode Available | 0 |
| RTAT: A Robust Two-stage Association Tracker for Multi-Object Tracking | Aug 14, 2024 | Edge ClassificationMulti-Object Tracking | —Unverified | 0 |
| EggNet: An Evolving Graph-based Graph Attention Network for Particle Track Reconstruction | Jul 18, 2024 | Edge ClassificationGraph Attention | —Unverified | 0 |
| Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs | Jun 19, 2024 | AttributeEdge Classification | —Unverified | 0 |
| DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs | Jun 17, 2024 | Dynamic graph embeddingEdge Classification | CodeCode Available | 1 |
| Edge Classification on Graphs: New Directions in Topological Imbalance | Jun 17, 2024 | ClassificationEdge Classification | CodeCode Available | 0 |
| Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space | Jun 15, 2024 | Edge ClassificationGraph Generation | —Unverified | 0 |
| Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans | Jun 9, 2024 | Computational EfficiencyEdge Classification | —Unverified | 0 |
| Multi-Modal UAV Detection, Classification and Tracking Algorithm -- Technical Report for CVPR 2024 UG2 Challenge | May 26, 2024 | ClassificationEdge Classification | CodeCode Available | 2 |
| Reasoning Algorithmically in Graph Neural Networks | Feb 21, 2024 | Combinatorial OptimizationEdge Classification | —Unverified | 0 |
| High Pileup Particle Tracking with Object Condensation | Dec 6, 2023 | Edge ClassificationObject | CodeCode Available | 1 |
| Multi-omics Sampling-based Graph Transformer for Synthetic Lethality Prediction | Oct 17, 2023 | Edge ClassificationPrediction | —Unverified | 0 |
| 3DMOTFormer: Graph Transformer for Online 3D Multi-Object Tracking | Aug 12, 2023 | 3D Multi-Object TrackingAutonomous Vehicles | CodeCode Available | 1 |
| Retrieval Augmented Generation using Engineering Design Knowledge | Jul 13, 2023 | Common Sense ReasoningEdge Classification | CodeCode Available | 0 |
| Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs | Jun 20, 2023 | CPUEdge Classification | —Unverified | 0 |
| Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces | May 18, 2023 | CPUData Compression | —Unverified | 0 |
| Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks | Feb 21, 2023 | Edge ClassificationLink Prediction | CodeCode Available | 1 |
| GRANDE: a neural model over directed multigraphs with application to anti-money laundering | Feb 4, 2023 | Edge ClassificationGraph Representation Learning | —Unverified | 0 |
| Visuotactile Affordances for Cloth Manipulation with Local Control | Dec 9, 2022 | Edge ClassificationPose Estimation | —Unverified | 0 |
| Evince the artifacts of Spoof Speech by blending Vocal Tract and Voice Source Features | Dec 5, 2022 | Edge Classification | —Unverified | 0 |
