| A Survey of Resource-efficient LLM and Multimodal Foundation Models | Jan 16, 2024 | Survey | CodeCode Available | 3 |
| Universal Time-Series Representation Learning: A Survey | Jan 8, 2024 | Feature EngineeringRepresentation Learning | CodeCode Available | 3 |
| Large Language Models for Generative Information Extraction: A Survey | Dec 29, 2023 | Survey | CodeCode Available | 3 |
| Efficient Large Language Models: A Survey | Dec 6, 2023 | Natural Language UnderstandingSurvey | CodeCode Available | 3 |
| LLM4Drive: A Survey of Large Language Models for Autonomous Driving | Nov 2, 2023 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 3 |
| Multimodal Foundation Models: From Specialists to General-Purpose Assistants | Sep 18, 2023 | Image GenerationSurvey | CodeCode Available | 3 |
| A Survey on Evaluation of Large Language Models | Jul 6, 2023 | EthicsSurvey | CodeCode Available | 3 |
| A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts | Mar 27, 2023 | Domain AdaptationSource-Free Domain Adaptation | CodeCode Available | 3 |
| Reasoning with Language Model Prompting: A Survey | Dec 19, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 3 |
| A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal | Dec 12, 2022 | General KnowledgeGraph Embedding | CodeCode Available | 3 |
| Deep Generative Models on 3D Representations: A Survey | Oct 27, 2022 | 3D-Aware Image Synthesis3D Shape Generation | CodeCode Available | 3 |
| Deep Learning in Single-Cell Analysis | Oct 22, 2022 | Cell SegmentationDeep Learning | CodeCode Available | 3 |
| Transformers in Medical Imaging: A Survey | Jan 24, 2022 | Image ClassificationImage Segmentation | CodeCode Available | 3 |
| Detect Faces Efficiently: A Survey and Evaluations | Dec 3, 2021 | Deep LearningFace Detection | CodeCode Available | 3 |
| A Survey on Performance Metrics for Object-Detection Algorithms | Jul 21, 2020 | BenchmarkingObject | CodeCode Available | 3 |
| Deep Learning for Free-Hand Sketch: A Survey | Jan 8, 2020 | Deep LearningSurvey | CodeCode Available | 3 |
| From Tiny Machine Learning to Tiny Deep Learning: A Survey | Jun 21, 2025 | AutoMLModel Optimization | CodeCode Available | 2 |
| A Comprehensive Survey on Continual Learning in Generative Models | Jun 16, 2025 | Continual LearningSurvey | CodeCode Available | 2 |
| Foundation Models in Autonomous Driving: A Survey on Scenario Generation and Scenario Analysis | Jun 13, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| AceVFI: A Comprehensive Survey of Advances in Video Frame Interpolation | Jun 1, 2025 | MambaMotion Compensation | CodeCode Available | 2 |
| Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities | May 26, 2025 | Knowledge GraphsNatural Language Understanding | CodeCode Available | 2 |
| Graph Foundation Models: A Comprehensive Survey | May 21, 2025 | Graph LearningKnowledge Graphs | CodeCode Available | 2 |
| Recent Advances in Medical Imaging Segmentation: A Survey | May 14, 2025 | Domain AdaptationFew-Shot Learning | CodeCode Available | 2 |
| Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era | May 5, 2025 | SurveyTime Series | CodeCode Available | 2 |
| Multi-Agent Reinforcement Learning for Resources Allocation Optimization: A Survey | Apr 29, 2025 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 2 |
