Efficient Computing

FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training ICML 2025 FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation ICML 2025 Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff ACL 2025 G-Adaptivity: optimised graph-based mesh relocation for finite element methods ICML 2025 GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models ICML 2025 Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher ICLR 2025 GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach AAAI 2025 GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning EMNLP 2025 Generalized Gaussian Entropy Model for Point Cloud Attribute Compression with Dynamic Likelihood Intervals CVPR 2025 Generalized Random Forests Using Fixed-Point Trees ICML 2025 Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass ICLR 2025 Generative Frame Sampler for Long Video Understanding ACL 2025 Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks AAAI 2025 GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data AAAI 2025 Geometric Hyena Networks for Large-scale Equivariant Learning ICML 2025 Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data ICML 2025 Geometric Operator Learning with Optimal Transport JMLR 2025 GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention ICML 2025 GIFStream: 4D Gaussian-based Immersive Video with Feature Stream CVPR 2025 “Give Me BF16 or Give Me Death”? Accuracy-Performance Trade-Offs in LLM Quantization ACL 2025 GLEN: Generalized Focal Loss Ensemble of Low-Rank Networks for Calibrated Visual Question Answering AAAI 2025 GLGENN: A Novel Parameter-Light Equivariant Neural Networks Architecture Based on Clifford Geometric Algebras ICML 2025 GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025 GLIC: General Format Learned Image Compression AAAI 2025 Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers ICLR 2025