| XGBoost: Scalable GPU Accelerated Learning | Jun 29, 2018 | Cloud ComputingData Compression | CodeCode Available | 4 |
| XGBoost: A Scalable Tree Boosting System | Mar 9, 2016 | BIG-bench Machine LearningClustering | CodeCode Available | 4 |
| Lossless data compression by large models | Jun 24, 2024 | Data Compression | CodeCode Available | 3 |
| Compact 3D Scene Representation via Self-Organizing Gaussian Grids | Dec 19, 2023 | 3DGS | CodeCode Available | 3 |
| White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? | Nov 22, 2023 | AllData Compression | CodeCode Available | 3 |
| DD-Ranking: Rethinking the Evaluation of Dataset Distillation | May 19, 2025 | Data AugmentationData Compression | CodeCode Available | 2 |
| ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection | May 10, 2025 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 2 |
| UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach | Mar 24, 2025 | Data Compression | CodeCode Available | 2 |
| BWT construction and search at the terabase scale | Sep 1, 2024 | Data Compression | CodeCode Available | 2 |
| 3D Point Cloud Compression with Recurrent Neural Network and Image Compression Methods | Feb 18, 2024 | Data CompressionImage Compression | CodeCode Available | 2 |
| Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models | Jan 30, 2024 | Data CompressionLanguage Modelling | CodeCode Available | 2 |
| Residual Quantization with Implicit Neural Codebooks | Jan 26, 2024 | Data CompressionQuantization | CodeCode Available | 2 |
| Bayesian Flow Networks | Aug 14, 2023 | Bayesian InferenceData Compression | CodeCode Available | 2 |
| BayesFlow: Amortized Bayesian Workflows With Neural Networks | Jun 28, 2023 | Bayesian InferenceData Compression | CodeCode Available | 2 |
| DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome | Jun 26, 2023 | Computational EfficiencyCore Promoter Detection | CodeCode Available | 2 |
| An Introduction to Neural Data Compression | Feb 14, 2022 | BIG-bench Machine LearningData Compression | CodeCode Available | 2 |
| MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models | May 26, 2025 | Data CompressionLong-Context Understanding | CodeCode Available | 1 |
| HybridGS: High-Efficiency Gaussian Splatting Data Compression using Dual-Channel Sparse Representation and Point Cloud Encoder | May 3, 2025 | 3DGSData Compression | CodeCode Available | 1 |
| L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression | Dec 21, 2024 | Data CompressionText Compression | CodeCode Available | 1 |
| All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation | Sep 29, 2024 | AllData Compression | CodeCode Available | 1 |
| Learned Compression for Images and Point Clouds | Sep 12, 2024 | Data CompressionStyle Transfer | CodeCode Available | 1 |
| A Benchmark for Gaussian Splatting Compression and Quality Assessment Study | Jul 19, 2024 | AttributeData Compression | CodeCode Available | 1 |
| Entropy Law: The Story Behind Data Compression and LLM Performance | Jul 9, 2024 | Data Compression | CodeCode Available | 1 |
| Language Models Resist Alignment: Evidence From Data Compression | Jun 10, 2024 | Data Compression | CodeCode Available | 1 |
| Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models | May 23, 2024 | Data CompressionImage Generation | CodeCode Available | 1 |
