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Efficient Computing

6876 directly classified papers

Papers per year

Papers

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model AAAI 2026
Effective Robotic Cloth Grasping Through Suppressing False Discoveries AAAI 2026
GIER: Addressing Class Imbalance in GNNs Through Experience Replay AAAI 2026
Plug-and-Play Parameter-Efficient Tuning of Embeddings for Federated Recommendation AAAI 2026
GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026
IdeFN: Identifying Unclicked Space False Negatives via Relaxed Partial Optimal Transport for Conversion Rate Prediction AAAI 2026
EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026
HCF: Hierarchical Cascade Framework for Distributed Multi-Stage Image Compression AAAI 2026
Transform-Free Feature Coding via Entropy-Constrained Vector Quantization AAAI 2026
DeepRAHT: Learning Predictive RAHT for Point Cloud Attribute Compression AAAI 2026
Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning AAAI 2026
SSCL: Adversarially Guided Image Compression via Semantic and Spectral Consistency Learning AAAI 2026
Adaptive Frequency Pathways for Spatiotemporal Forecasting AAAI 2026
REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026
Beyond Predictive Resampling: Learning Input-Agnostic Downsampling for Efficient Aligned Vision Recognition AAAI 2026
Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices AAAI 2026
DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression AAAI 2026
MuSASplat: Efficient Sparse-View 3D Gaussian Splats via Lightweight Multi-Scale Adaptation AAAI 2026
Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated AAAI 2026
Parameter-, Memory-, Time-Efficient Multi-Task Dense Vision Adaptation AAAI 2026
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing AAAI 2026
HCC-3D: Hierarchical Compensatory Compression for 98% 3D Token Reduction in Vision-Language Models AAAI 2026
GAICo: Demonstrating a Unified Framework for Multi-Modal GenAI Evaluation AAAI 2026
PortfolioPilot: An Agentic Platform for Financial Portfolio Management Algorithm Development and Evaluation AAAI 2026
PosPrune: Visual Token Pruning with Positional Bias Correction for Efficient Large Vision-Language Models AAAI 2026