| Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs | Jun 13, 2024 | BenchmarkingGPU | CodeCode Available | 2 |
| Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models | Jun 11, 2024 | DiversityGPU | CodeCode Available | 2 |
| Low-Rank Quantization-Aware Training for LLMs | Jun 10, 2024 | GPUparameter-efficient fine-tuning | CodeCode Available | 2 |
| Spectrum: Targeted Training on Signal to Noise Ratio | Jun 7, 2024 | GPU | CodeCode Available | 2 |
| Latent Neural Operator for Solving Forward and Inverse PDE Problems | Jun 6, 2024 | Computational EfficiencyGPU | CodeCode Available | 2 |
| Multi-Stage Speech Bandwidth Extension with Flexible Sampling Rate Control | Jun 4, 2024 | Bandwidth ExtensionCPU | CodeCode Available | 2 |
| SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM | Jun 3, 2024 | DecoderGPU | CodeCode Available | 2 |
| ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video Generation | Jun 3, 2024 | GPUVideo Generation | CodeCode Available | 2 |
| Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow | Jun 3, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations | May 28, 2024 | GPU | CodeCode Available | 2 |
| ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention | May 28, 2024 | GPURepresentation Learning | CodeCode Available | 2 |
| Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference | May 28, 2024 | GPUText Generation | CodeCode Available | 2 |
| DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention | May 28, 2024 | GPUMamba | CodeCode Available | 2 |
| LoQT: Low-Rank Adapters for Quantized Pretraining | May 26, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions | May 22, 2024 | Data ValuationGPU | CodeCode Available | 2 |
| SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model | May 20, 2024 | Audio ClassificationGPU | CodeCode Available | 2 |
| Advancing 6-DoF Instrument Pose Estimation in Variable X-Ray Imaging Geometries | May 19, 2024 | 6D Pose EstimationGPU | CodeCode Available | 2 |
| MAMCA -- Optimal on Accuracy and Efficiency for Automatic Modulation Classification with Extended Signal Length | May 18, 2024 | DenoisingGPU | CodeCode Available | 2 |
| Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model | May 15, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| Preble: Efficient Distributed Prompt Scheduling for LLM Serving | May 8, 2024 | GPUScheduling | CodeCode Available | 2 |
| FeNNol: an Efficient and Flexible Library for Building Force-field-enhanced Neural Network Potentials | May 2, 2024 | GPU | CodeCode Available | 2 |
| MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors | May 2, 2024 | 3D Object Captioning3D Object Classification | CodeCode Available | 2 |
| MicroDreamer: Efficient 3D Generation in 20 Seconds by Score-based Iterative Reconstruction | Apr 30, 2024 | 3D Generation3D Reconstruction | CodeCode Available | 2 |
| HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis | Apr 29, 2024 | CPUEdge-computing | CodeCode Available | 2 |
| Partial Large Kernel CNNs for Efficient Super-Resolution | Apr 18, 2024 | Computational EfficiencyGPU | CodeCode Available | 2 |
