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Efficient Computing

6876 directly classified papers

Papers per year

Papers

SepPrune: Structured Pruning for Efficient Deep Speech Separation AAAI 2026

HyperLoad: A Cross-Modality Enhanced Large Language Model-Based Framework for Green Data Center Cooling Load Prediction AAAI 2026

DeepRWCap: Neural-Guided Random-Walk Capacitance Solver for IC Design AAAI 2026

BDLF-Qwen3: Enhanced Cross-Architecture Binary Function Similarity Detection Through Binary Dynamic Layer Fusion AAAI 2026

Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable AAAI 2026

R²D-LPCC: Relevance-Ranking Guided Region-Adaptive Dynamic LiDAR Point Cloud Compression AAAI 2026

Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model AAAI 2026

TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models AAAI 2026

DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026

Sparse Attention Across Multiple-Context KV Cache AAAI 2026

LoGIC: Multi-LoRA Guided Importance Consensus for Multi-Task Pruning in Vision Transformers AAAI 2026

Ultra-Low-Dimensional Prompt Tuning via Random Projection EACL 2026

UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective AAAI 2026

SPEED-Q: Staged Processing with Enhanced Distillation Towards Efficient Low-Bit On-Device VLM Quantization AAAI 2026

Explore How to Inject Beneficial Noise in MLLMs AAAI 2026

Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning AAAI 2026

Towards Training-Free and Accurate ANN-to-SNN Conversion via Activation-Aware Redistribution AAAI 2026

PEFT-BoA: Parameter-Efficient Fine-Tuning with Bag-of-Adapters for Multi-Modal Object Re-identification AAAI 2026

CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning AAAI 2026

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models AAAI 2026

Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation AAAI 2026

Algorithms for Context Engineering in LLM Inference: Optimization of Placement, Compression, and Scheduling AAAI 2026

KFS-Bench: Comprehensive Evaluation of Key Frame Sampling in Long Video Understanding WACV 2026

SaccadeX: Directed Acyclic Graph-based Semi-Supervised Learning of Continuous Ocular Dynamics from Sparse Neuromorphic Streams WACV 2026

Elevating AI on the Edge: A Demonstration of MIMaaS (Machine Intelligence with Microcontroller-as-a-Service) AAAI 2026