| ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback | Feb 15, 2024 | Computational chemistryGraph Neural Network | CodeCode Available | 2 |
| ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles | May 22, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| Reusing Embeddings: Reproducible Reward Model Research in Large Language Model Alignment without GPUs | Feb 4, 2025 | Code GenerationLanguage Modeling | CodeCode Available | 2 |
| ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data | Dec 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Algorithm Evolution Using Large Language Model | Nov 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| AgentSims: An Open-Source Sandbox for Large Language Model Evaluation | Aug 8, 2023 | Language Model EvaluationLanguage Modeling | CodeCode Available | 2 |
| 500xCompressor: Generalized Prompt Compression for Large Language Models | Aug 6, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast | Feb 13, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks | Jun 4, 2024 | Image CaptioningLanguage Modelling | CodeCode Available | 2 |
| AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms | Feb 26, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples | Apr 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning | May 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| KoSBi: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Application | May 28, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Models can Solve Computer Tasks | Mar 30, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes | Aug 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation | Jan 11, 2025 | Chart UnderstandingCode Generation | CodeCode Available | 2 |
| ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization | Feb 6, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG | Feb 13, 2025 | Knowledge GraphsLarge Language Model | CodeCode Available | 2 |
| Generate rather than Retrieve: Large Language Models are Strong Context Generators | Sep 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model | Mar 6, 2025 | General KnowledgeImage Captioning | CodeCode Available | 2 |
| KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion | Feb 4, 2024 | In-Context LearningKnowledge Graph Completion | CodeCode Available | 2 |
| KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction | Mar 12, 2024 | Code GenerationLanguage Modelling | CodeCode Available | 2 |
| SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model | Apr 13, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions | Sep 13, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning | Sep 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |