Optimization

GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning ICLR 2025 GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching ICLR 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 Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025 Gradient correlation is a key ingredient to accelerate SGD with momentum ICLR 2025 Gradient Descent Converges Arbitrarily Fast for Logistic Regression via Large and Adaptive Stepsizes ICML 2025 Gradient Extrapolation for Debiased Representation Learning ICCV 2025 Gradient-Free Generation for Hard-Constrained Systems ICLR 2025 Gradient-Guided Annealing for Domain Generalization CVPR 2025 Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation NAACL 2025 Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025 Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization COLING 2025 Gradient Methods with Online Scaling COLT 2025 GradQ-ViT: Robust and Efficient Gradient Quantization for Vision Transformers AAAI 2025 GRANNY: Granular Management of Compute-Intensive Applications in the Cloud NSDI 2025 GraphArena: Evaluating and Exploring Large Language Models on Graph Computation ICLR 2025 Graph-Based Algorithms for Diverse Similarity Search ICML 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-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization ICML 2025 GreaterPrompt: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization ACL 2025 GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling ICLR 2025 Group Distributionally Robust Dataset Distillation with Risk Minimization ICLR 2025 Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free ACL 2025