Efficient Computing

From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers ICCV 2025 FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025 FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025 Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff ACL 2025 GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025 “Give Me BF16 or Give Me Death”? Accuracy-Performance Trade-Offs in LLM Quantization ACL 2025 GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction EMNLP 2025 Handling Delay in Real-Time Reinforcement Learning ICLR 2025 Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference EMNLP 2025 Hash3D: Training-free Acceleration for 3D Generation CVPR 2025 HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025 HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization EMNLP 2025 Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts IJCAI 2025 Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs AAAI 2025 High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression Algorithm CVPR 2025 High-Pass Kernel Prediction for Efficient Video Deblurring WACV 2025 HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025 Improving Transferable Targeted Attacks with Feature Tuning Mixup CVPR 2025 Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications CVPR 2025 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025 InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems ICLR 2025 IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs EMNLP 2025 Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity ICLR 2025 JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025 KVCrush: Key Value Cache size-reduction using similarity in head-behaviour ACML 2025