| R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization | May 21, 2025 | Code GenerationModel Optimization | CodeCode Available | 13 |
| DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception | Oct 16, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 9 |
| Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding | May 14, 2024 | Image GenerationLanguage Modeling | CodeCode Available | 7 |
| Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion | Feb 21, 2022 | BinarizationModel Optimization | CodeCode Available | 7 |
| Multi-objective Asynchronous Successive Halving | Jun 23, 2021 | FairnessHyperparameter Optimization | CodeCode Available | 3 |
| MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT | May 10, 2024 | Model OptimizationOrgan Segmentation | CodeCode Available | 2 |
| SLOT: Sample-specific Language Model Optimization at Test-time | May 18, 2025 | GSM8KLanguage Modeling | CodeCode Available | 2 |
| Urban Architect: Steerable 3D Urban Scene Generation with Layout Prior | Apr 10, 2024 | 3D GenerationModel Optimization | CodeCode Available | 2 |
| On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices | Feb 5, 2025 | DenoisingModel Optimization | CodeCode Available | 2 |
| UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning | Mar 27, 2025 | Model OptimizationReinforcement Learning (RL) | CodeCode Available | 2 |
| MMGenBench: Evaluating the Limits of LMMs from the Text-to-Image Generation Perspective | Nov 21, 2024 | Image ComprehensionImage Generation | CodeCode Available | 2 |
| From Tiny Machine Learning to Tiny Deep Learning: A Survey | Jun 21, 2025 | AutoMLModel Optimization | CodeCode Available | 2 |
| SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints | Dec 5, 2023 | Model OptimizationNovel Concepts | CodeCode Available | 2 |
| On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices | Mar 31, 2025 | DenoisingModel Optimization | CodeCode Available | 2 |
| MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models | Jun 23, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 2 |
| Neighborhood Collective Estimation for Noisy Label Identification and Correction | Aug 5, 2022 | Learning with noisy labelsModel Optimization | CodeCode Available | 1 |
| Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware | Apr 20, 2022 | Anomaly DetectionModel Optimization | CodeCode Available | 1 |
| Adjustment and Alignment for Unbiased Open Set Domain Adaptation | Jan 1, 2023 | Domain AdaptationModel Optimization | CodeCode Available | 1 |
| Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation | Sep 25, 2024 | Model Optimization | CodeCode Available | 1 |
| A Comprehensive Survey on Cross-Domain Recommendation: Taxonomy, Progress, and Prospects | Mar 18, 2025 | ArticlesModel Optimization | CodeCode Available | 1 |
| Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search | Feb 9, 2021 | image-classificationModel Optimization | CodeCode Available | 1 |
| ML4Chem: A Machine Learning Package for Chemistry and Materials Science | Mar 2, 2020 | BIG-bench Machine LearningModel Optimization | CodeCode Available | 1 |
| Knowledge-refined Denoising Network for Robust Recommendation | Apr 28, 2023 | DenoisingKnowledge-Aware Recommendation | CodeCode Available | 1 |
| Mix-Teaching: A Simple, Unified and Effective Semi-Supervised Learning Framework for Monocular 3D Object Detection | Jul 10, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| GRAND+: Scalable Graph Random Neural Networks | Mar 12, 2022 | Data AugmentationGraph Learning | CodeCode Available | 1 |
| CGMatch: A Different Perspective of Semi-supervised Learning | Jan 1, 2025 | Model Optimization | CodeCode Available | 1 |
| Gradient-Guided Annealing for Domain Generalization | Feb 27, 2025 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer | Jun 30, 2022 | Model Optimization | CodeCode Available | 1 |
| Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results | Jan 16, 2020 | Domain AdaptationFederated Learning | CodeCode Available | 1 |
| Multitask Learning for Emotion and Personality Detection | Jan 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning | Aug 24, 2023 | Continual LearningFederated Learning | CodeCode Available | 1 |
| FourCastNeXt: Optimizing FourCastNet Training for Limited Compute | Jan 10, 2024 | Model OptimizationWeather Forecasting | CodeCode Available | 1 |
| Improved Distribution Matching for Dataset Condensation | Jul 19, 2023 | Dataset CondensationModel Optimization | CodeCode Available | 1 |
| ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking | Jun 17, 2024 | Model OptimizationQuantization | CodeCode Available | 1 |
| Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics | Aug 28, 2023 | counterfactualDomain Adaptation | CodeCode Available | 1 |
| Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media | Dec 1, 2021 | Knowledge DistillationMarketing | CodeCode Available | 1 |
| EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs | Oct 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Execution-based Code Generation using Deep Reinforcement Learning | Jan 31, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
| A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement | Jun 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation | Jun 8, 2021 | Box-supervised Instance SegmentationGraph Neural Network | CodeCode Available | 1 |
| Few-Shot Graph Learning for Molecular Property Prediction | Feb 16, 2021 | AttributeDrug Discovery | CodeCode Available | 1 |
| Few-shot Object Localization | Mar 19, 2024 | Model OptimizationObject | CodeCode Available | 1 |
| FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination | Apr 12, 2024 | Anomaly DetectionModel Optimization | CodeCode Available | 1 |
| Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics | Sep 22, 2020 | Model OptimizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| AlphaFold Distillation for Protein Design | Oct 5, 2022 | DiversityDrug Discovery | CodeCode Available | 1 |
| BEDI: A Comprehensive Benchmark for Evaluating Embodied Agents on UAVs | May 23, 2025 | Model OptimizationTask Planning | CodeCode Available | 1 |
| Ads Recommendation in a Collapsed and Entangled World | Feb 22, 2024 | Feature CorrelationModel Optimization | CodeCode Available | 1 |
| DEUP: Direct Epistemic Uncertainty Prediction | Feb 16, 2021 | Active Learningimage-classification | CodeCode Available | 1 |
| Mixed Integer Programming for Time-Optimal Multi-Robot Coverage Path Planning with Efficient Heuristics | Jun 30, 2023 | Model Optimization | CodeCode Available | 1 |
| Controllable Style Transfer via Test-time Training of Implicit Neural Representation | Oct 14, 2022 | Model OptimizationStyle Transfer | CodeCode Available | 1 |
