Efficient Computing

Self-Clocked Round-Robin Packet Scheduling NSDI 2025 Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation AAAI 2025 Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning ICML 2025 Semantic Outlier Removal with Embedding Models and LLMs ACL 2025 Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning ICLR 2025 SemShareKV: Efficient KVCache Sharing for Semantically Similar Prompts via Token-Level LSH Matching IJCNLP 2025 SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process ICLR 2025 SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator ICML 2025 Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training NAACL 2025 Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025 Sequence Modeling for Time-Optimal Quadrotor Trajectory Optimization with Sampling-based Robustness Analysis CoRL 2025 ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference ICML 2025 SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models ICML 2025 Sharper and Faster mean Better: Towards More Efficient Vision-Language Model for Hour-scale Long Video Understanding ACL 2025 Shifting Time: Time-series Forecasting with Khatri-Rao Neural Operators ICML 2025 ShiftwiseConv: Small Convolutional Kernel with Large Kernel Effect CVPR 2025 Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts ICML 2025 ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers ICCV 2025 SiLQ: Simple Large Language Model Quantization-Aware Training IJCNLP 2025 SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision NSDI 2025 SimBA: Simplifying Benchmark Analysis Using Performance Matrices Alone EMNLP 2025 Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking CVPR 2025 Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search EMNLP 2025 Simplifying Control Mechanism in Text-to-Image Diffusion Models AAAI 2025 Simulate, Refine and Integrate: Strategy Synthesis for Efficient SMT Solving IJCAI 2025