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Efficient Computing

1253 directly classified papers

Papers per year

Papers

ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention AAAI 2025
EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation AAAI 2025
MegaFusion: Extend Diffusion Models towards Higher-Resolution Image Generation without Further Tuning WACV 2025
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025
Mamba YOLO: A Simple Baseline for Object Detection with State Space Model AAAI 2025
LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025
FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management OSDI 2025
SMamba: Sparse Mamba for Event-based Object Detection AAAI 2025
Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks AAAI 2025
ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition AAAI 2025
Enabling Efficient GPU Communication over Multiple NICs with FuseLink OSDI 2025
Toy-GS: Assembling Local Gaussians for Precisely Rendering Large-Scale Free Camera Trajectories AAAI 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
Star with Bilinear Mapping CVPR 2025
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention CVPR 2025
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025
Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks AAAI 2025
A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025
Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025
TinyFoA: Memory Efficient Forward-Only Algorithm for On-Device Learning AAAI 2025
Don’t Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs AAAI 2025
An Efficient and Accurate Dynamic Sparse Training Framework Based on Parameter-Freezing AAAI 2025
BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement AAAI 2025