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Efficient Computing

6876 directly classified papers

Papers per year

Papers

HyPiDecoder: Hybrid Pixel Decoder for Efficient Segmentation and Detection ICCV 2025
Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices CVPR 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution CVPR 2025
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs ACL 2025
Decouple and Decompose: Scaling Resource Allocation with DeDe OSDI 2025
Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025
FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution ICCV 2025
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025
QOS: Quantum Operating System OSDI 2025
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models ACL 2025
ContraGS: Codebook-Condensed and Trainable Gaussian Splatting for Fast, Memory-Efficient Reconstruction ICCV 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025
Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA IJCNLP 2025
From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025
Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025
Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025
Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index EMNLP 2025
EAC-MoE: Expert-Selection Aware Compressor for Mixture-of-Experts Large Language Models ACL 2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference ACL 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
Enhancing Cross-Lingual Transfer through Reversible Transliteration: A Huffman-Based Approach for Low-Resource Languages ACL 2025
GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression EMNLP 2025
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models AACL 2025