gpu optimization

Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025 Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving AAAI 2025 PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025 QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025 QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models AAAI 2025 SEP: A General Lossless Compression Framework with Semantics Enhancement and Multi-Stream Pipelines IJCAI 2025 SpikePack: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility ICCV 2025 BASS: Batched Attention-optimized Speculative Sampling ACL 2024 FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning ICLR 2024 FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision NeurIPS 2024 Optimized Speculative Sampling for GPU Hardware Accelerators EMNLP 2024 SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform NeurIPS 2024 USHER: Holistic Interference Avoidance for Resource Optimized ML Inference OSDI 2024 Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization ACL 2023 Improving WaveRNN with Heuristic Dynamic Blending for Fast and High-Quality GPU Vocoding Interspeech 2023 Optimized Crystallographic Graph Generation for Material Science IJCAI 2023 Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023 Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training NSDI 2023 Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model NAACL 2022 Findings of the WMT 2022 Shared Task on Efficient Translation EMNLP 2022 RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer NeurIPS 2022 Searching the Deployable Convolution Neural Networks for GPUs CVPR 2022 LightSeq: A High Performance Inference Library for Transformers NAACL 2021 Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018 Deep Tensor Convolution on Multicores ICML 2017