← Optimization & Theory
Machine Learning › Optimization & Theory ›

Efficient Computing

46 directly classified papers

Papers per year

Papers

Column-Oriented Datalog on the GPU AAAI 2025
Building Vision Models upon Heat Conduction CVPR 2025
Erasing Undesirable Influence in Diffusion Models CVPR 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025
FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management OSDI 2025
Enabling Efficient GPU Communication over Multiple NICs with FuseLink OSDI 2025
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025
Q-TempFusion: Quantization-Aware Temporal Multi-Sensor Fusion on Bird's-Eye View Representation WACV 2025
Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024
Memory-Efficient LLM Training with Online Subspace Descent NIPS 2024
USHER: Holistic Interference Avoidance for Resource Optimized ML Inference OSDI 2024
Exploring Token Pruning in Vision State Space Models NIPS 2024
LVMT: An Efficient Authenticated Storage for Blockchain OSDI 2023
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs NIPS 2023
A Coreset Learning Reality Check AAAI 2023
eZNS: An Elastic Zoned Namespace for Commodity ZNS SSDs OSDI 2023
SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking ICCV 2023
Efficient Beam Tree Recursion NIPS 2023
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Efficient and Scalable Graph Pattern Mining on GPUs OSDI 2022
Quantized Training of Gradient Boosting Decision Trees NIPS 2022
Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks INTERSPEECH 2022
Joint Modeling of Multi-Sample and Subband Signals for Fast Neural Vocoding on CPU INTERSPEECH 2022
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NIPS 2022