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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Binary Event-Driven Spiking Transformer IJCAI 2025
Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing IJCAI 2025
Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025
Boost Embodied AI Models with Robust Compression Boundary IJCAI 2025
ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks IJCAI 2025
RRG-Mamba: Efficient Radiology Report Generation with State Space Model IJCAI 2025
Physics-based Generative Models for Geometrically Consistent and Interpretable Wireless Channel Synthesis IJCAI 2025
Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction AAAI 2025
Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks AAAI 2025
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network AAAI 2025
Poplar: Efficient Scaling of Distributed DNN Training on Heterogeneous GPU Clusters AAAI 2025
WST: Wavelet-Based Multi-scale Tuning for Visual Transfer Learning AAAI 2025
JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration AAAI 2025
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025
LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers AAAI 2025
RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability AAAI 2025
A Scalable and Effective Alternative to Graph Transformers AAAI 2025
Kernel Learning for Sample Constrained Black-Box Optimization AAAI 2025
Slender-Mamba: Fully Quantized Mamba in 1.58 Bits From Head to Toe COLING 2025
Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models COLING 2025
OptiPrune: Effective Pruning Approach for Every Target Sparsity COLING 2025
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace COLING 2025
Enhancing Sampling Protocol for Point Cloud Classification Against Corruptions IJCAI 2025
Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection IJCAI 2025
Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems IJCAI 2025