| Deep Time Series Models: A Comprehensive Survey and Benchmark | Jul 18, 2024 | SurveyTime Series | CodeCode Available | 11 |
| The Prompt Report: A Systematic Survey of Prompting Techniques | Jun 6, 2024 | Prompt EngineeringSurvey | CodeCode Available | 7 |
| When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models | May 16, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 7 |
| Foundation Models for Time Series Analysis: A Tutorial and Survey | Mar 21, 2024 | SurveyTime Series | CodeCode Available | 7 |
| A Survey of Large Language Models | Mar 31, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 6 |
| Trajectory Prediction Meets Large Language Models: A Survey | Jun 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities | May 5, 2025 | Image GenerationSurvey | CodeCode Available | 5 |
| The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey | Feb 14, 2025 | Autonomous DrivingSurvey | CodeCode Available | 5 |
| Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG | Jan 15, 2025 | Natural Language UnderstandingRAG | CodeCode Available | 5 |
| Neural Fields in Robotics: A Survey | Oct 26, 2024 | 3D ReconstructionAutonomous Driving | CodeCode Available | 5 |
| Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey | Aug 19, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 5 |
| Segment Anything for Videos: A Systematic Survey | Jul 31, 2024 | Image SegmentationRobot Manipulation Generalization | CodeCode Available | 5 |
| Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI | Jul 9, 2024 | Survey | CodeCode Available | 5 |
| Fake News Detection: It's All in the Data! | Jul 2, 2024 | AllDiversity | CodeCode Available | 5 |
| Retrieval-Augmented Generation for AI-Generated Content: A Survey | Feb 29, 2024 | Information RetrievalLarge Language Model | CodeCode Available | 5 |
| Datasets for Large Language Models: A Comprehensive Survey | Feb 28, 2024 | Language ModellingLarge Language Model | CodeCode Available | 5 |
| A Survey on Knowledge Distillation of Large Language Models | Feb 20, 2024 | Data AugmentationKnowledge Distillation | CodeCode Available | 5 |
| A Survey on Vision-Language-Action Models for Autonomous Driving | Jun 30, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 4 |
| A Survey of LLM DATA | May 24, 2025 | Large Language ModelManagement | CodeCode Available | 4 |
| 3D Scene Generation: A Survey | May 8, 2025 | Autonomous DrivingDiversity | CodeCode Available | 4 |
| Towards One-shot Federated Learning: Advances, Challenges, and Future Directions | May 5, 2025 | Federated LearningSurvey | CodeCode Available | 4 |
| Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey | Mar 16, 2025 | Autonomous Drivingmultimodal generation | CodeCode Available | 4 |
| SurveyX: Academic Survey Automation via Large Language Models | Feb 20, 2025 | Survey | CodeCode Available | 4 |
| Autoregressive Models in Vision: A Survey | Nov 8, 2024 | 3D GenerationImage Generation | CodeCode Available | 4 |
| Large Language Model-Based Agents for Software Engineering: A Survey | Sep 4, 2024 | AI AgentLanguage Modeling | CodeCode Available | 4 |
