Efficient Computing

EcoTune: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference EMNLP 2025 EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices ACL 2025 Effective and Efficient One-pass Compression of Speech Foundation Models Using Sparsity-aware Self-pinching Gates Interspeech 2025 Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers EMNLP 2025 Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025 Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025 Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders Interspeech 2025 Efficient Spiking Point Mamba for Point Cloud Analysis ICCV 2025 Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments EMNLP 2025 EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality CVPR 2025 Erasing Undesirable Influence in Diffusion Models CVPR 2025 EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025 EWMoE: An Effective Model for Global Weather Forecasting with Mixture-of-Experts AAAI 2025 EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025 FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression EMNLP 2025 FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion CVPR 2025 FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction ICCV 2025 FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning ICCV 2025 FBQuant: FeedBack Quantization for Large Language Models IJCAI 2025 Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models ICLR 2025 Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs EMNLP 2025 Flexible VAD-PVAD Transition: A Detachable PVAD Module for Dynamic Encoder RNN VAD Interspeech 2025 FPE2M2: Approaching Lossless and Efficient Quantization with Native Floating Point ACL 2025 From Address Blocks to Authorized Prefixes: Redesigning RPKI ROV with a Hierarchical Hashing Scheme for Fast and Memory-Efficient Validation NSDI 2025 From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology Interspeech 2025