| CoLLiE: Collaborative Training of Large Language Models in an Efficient Way | Dec 1, 2023 | GPUparameter-efficient fine-tuning | CodeCode Available | 2 |
| HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection | Feb 2, 2022 | Audio ClassificationEvent Detection | CodeCode Available | 2 |
| Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning | Oct 24, 2022 | GPUSelf-Supervised Learning | CodeCode Available | 2 |
| HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis | Apr 29, 2024 | CPUEdge-computing | CodeCode Available | 2 |
| ALBERT: A Lite BERT for Self-supervised Learning of Language Representations | Sep 26, 2019 | Common Sense ReasoningGPU | CodeCode Available | 2 |
| CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra | Sep 6, 2023 | CoLAGaussian Processes | CodeCode Available | 2 |
| Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient | Nov 26, 2024 | GPUImage Generation | CodeCode Available | 2 |
| HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors | Jul 26, 2024 | Depth EstimationGPU | CodeCode Available | 2 |
| HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading | Feb 18, 2025 | Computational EfficiencyCPU | CodeCode Available | 2 |
| Accelerating Transformer Pre-training with 2:4 Sparsity | Apr 2, 2024 | GPU | CodeCode Available | 2 |
| LoQT: Low-Rank Adapters for Quantized Pretraining | May 26, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow | Jun 3, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference | May 28, 2024 | GPUText Generation | CodeCode Available | 2 |
| HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis | Oct 12, 2020 | CPUGPU | CodeCode Available | 2 |
| H_2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models | Jun 24, 2023 | GPU | CodeCode Available | 2 |
| GS^3: Efficient Relighting with Triple Gaussian Splatting | Oct 15, 2024 | GPU | CodeCode Available | 2 |
| Habitat 2.0: Training Home Assistants to Rearrange their Habitat | Jun 28, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers | May 20, 2025 | GPUVideo Generation | CodeCode Available | 2 |
| Habitat: A Platform for Embodied AI Research | Apr 2, 2019 | BenchmarkingGPU | CodeCode Available | 2 |
| HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference | Apr 8, 2025 | CPUGPU | CodeCode Available | 2 |
| GPU Performance Portability needs Autotuning | Apr 30, 2025 | GPU | CodeCode Available | 2 |
| MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis | Jul 10, 2024 | GPUImage Generation | CodeCode Available | 2 |
| MathOptAI.jl: Embed trained machine learning predictors into JuMP models | Jul 3, 2025 | CPUGaussian Processes | CodeCode Available | 2 |
| GradeADreamer: Enhanced Text-to-3D Generation Using Gaussian Splatting and Multi-View Diffusion | Jun 14, 2024 | 3D GenerationGPU | CodeCode Available | 2 |
| Characterization of Large Language Model Development in the Datacenter | Mar 12, 2024 | GPULanguage Modeling | CodeCode Available | 2 |