Efficient Computing

JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025 Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025 KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ACL 2025 LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025 LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding ICLR 2025 LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs AAAI 2025 Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks AAAI 2025 Layerwise Recurrent Router for Mixture-of-Experts ICLR 2025 LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers AAAI 2025 LeanK: Learnable K Cache Channel Pruning for Efficient Decoding EMNLP 2025 Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning ICML 2025 Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025 Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions ICLR 2025 Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025 Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference CVPR 2025 Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation AAAI 2025 Lightweight Front-end Enhancement for Robust ASR via Frame Resampling and Sub-Band Pruning Interspeech 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models ACL 2025 Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query EMNLP 2025 Low-Bit Quantization Favors Undertrained LLMs ACL 2025 LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025 LSNet: See Large, Focus Small CVPR 2025 M3Net: Efficient Time-Frequency Integration Network with Mirror Attention for Audio Classification on Edge AAAI 2025 MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference ACL 2025