Efficient Computing

Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025 Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025 Accelerating Dense LLMs via L0-regularized Mixture-of-Experts ACL 2025 Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation NSDI 2025 Accelerating Diffusion Transformers with Token-wise Feature Caching ICLR 2025 Accelerating Diffusion Transformer via Gradient-Optimized Cache ICCV 2025 Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection ICLR 2025 Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CoNLL 2025 Accelerating Large Language Model Reasoning via Speculative Search ICML 2025 Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity ICML 2025 Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies ICML 2025 Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Accelerating Unbiased LLM Evaluation via Synthetic Feedback ICML 2025 Accurate and Scalable Graph Neural Networks via Message Invariance ICLR 2025 Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025 ACES: Automatic Cohort Extraction System for Event-Stream Datasets ICLR 2025 Achieving Lightweight Super-Resolution for Real-Time Computer Graphics AAAI 2025 Achieving Speed-Accuracy Balance in Vision-based 3D Occupancy Prediction via Geometric-Semantic Disentanglement AAAI 2025 A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging AAAI 2025 A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing IJCAI 2025 A Comprehensive Overhaul of Multimodal Assistant with Small Language Models AAAI 2025 Active Evaluation Acquisition for Efficient LLM Benchmarking ICML 2025 Active Learning with Selective Time-Step Acquisition for PDEs ICML 2025