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gpu acceleration

52 papers

Papers

Hyperion: Private Token Sampling with Homomorphic Encryption ACL 2026 Privacy-Preserving Argumentative Explanations (Student Abstract) AAAI 2026 RoS-Guard: Robust and Scalable Online Change Detection with Delay-Optimal Guarantees AAAI 2026 ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models AAAI 2025 Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025 A Computation-Efficient Method of Measuring Dataset Quality based on the Coverage of the Dataset AISTATS 2025 Column-Oriented Datalog on the GPU AAAI 2025 EncryptedLLM: Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption ICML 2025 FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction ICCV 2025 GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025 GPUDrive: Data-driven, multi-agent driving simulation at 1 million FPS ICLR 2025 KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI ICLR 2025 NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding Interspeech 2025 Palu: KV-Cache Compression with Low-Rank Projection ICLR 2025 QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025 RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs ICLR 2025 CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks NeurIPS 2024 DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism NeurIPS 2024 Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered Pipelining NSDI 2024 FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision NeurIPS 2024 High-throughput and Flexible Host Networking for Accelerated Computing OSDI 2024 JaxMARL: Multi-Agent RL Environments and Algorithms in JAX NeurIPS 2024 NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning NeurIPS 2024 Optimized Speculative Sampling for GPU Hardware Accelerators EMNLP 2024 Parallelizing non-linear sequential models over the sequence length ICLR 2024