| RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text | May 22, 2023 | Language ModellingLarge Language Model | CodeCode Available | 3 | 5 |
| Pushing the Limits of Large Language Model Quantization via the Linearity Theorem | Nov 26, 2024 | GPULanguage Modeling | CodeCode Available | 3 | 5 |
| A Survey on the Memory Mechanism of Large Language Model based Agents | Apr 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| 4D Panoptic Scene Graph Generation | May 16, 2024 | 4D Panoptic SegmentationGraph Generation | CodeCode Available | 3 | 5 |
| Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems | Mar 5, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 3 | 5 |
| Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography | Mar 26, 2024 | Anomaly DetectionLarge Language Model | CodeCode Available | 3 | 5 |
| Partially Rewriting a Transformer in Natural Language | Jan 31, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale | Jul 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Odyssey: Empowering Minecraft Agents with Open-World Skills | Jul 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 | 5 |
| OpenGraph: Towards Open Graph Foundation Models | Mar 2, 2024 | Data AugmentationGraph Learning | CodeCode Available | 3 | 5 |
| OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models | Feb 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning | Jun 3, 2025 | Decision MakingDiagnostic | CodeCode Available | 3 | 5 |
| Semantic Gesticulator: Semantics-Aware Co-Speech Gesture Synthesis | May 16, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 | 5 |
| ATPrompt: Textual Prompt Learning with Embedded Attributes | Dec 12, 2024 | AttributeLarge Language Model | CodeCode Available | 3 | 5 |
| APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts | Jun 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint | Dec 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| OceanGPT: A Large Language Model for Ocean Science Tasks | Oct 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale | Sep 25, 2024 | Large Language Model | CodeCode Available | 3 | 5 |
| AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls | Feb 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | May 30, 2024 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 3 | 5 |
| Enhancing Decision Analysis with a Large Language Model: pyDecision a Comprehensive Library of MCDA Methods in Python | Apr 9, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 3 | 5 |
| Multi-agent Architecture Search via Agentic Supernet | Feb 6, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents | Feb 8, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 | 5 |
| MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation | Apr 8, 2024 | Image GenerationImage-to-Image Translation | CodeCode Available | 3 | 5 |
| Evaluation Report on MCP Servers | Apr 15, 2025 | Large Language Model | CodeCode Available | 3 | 5 |
| DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation | Mar 11, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 | 5 |
| Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks | Feb 18, 2025 | graph constructionLarge Language Model | CodeCode Available | 3 | 5 |
| MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot | Feb 6, 2025 | DiagnosticLarge Language Model | CodeCode Available | 3 | 5 |
| MeshXL: Neural Coordinate Field for Generative 3D Foundation Models | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition | Feb 27, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 | 5 |
| Evalverse: Unified and Accessible Library for Large Language Model Evaluation | Apr 1, 2024 | Language Model EvaluationLanguage Modeling | CodeCode Available | 3 | 5 |
| Multimodal Table Understanding | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Detecting hallucinations in large language models using semantic entropy | Jun 19, 2024 | Large Language ModelQuestion Answering | CodeCode Available | 3 | 5 |
| LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory | Oct 14, 2024 | BenchmarkingLarge Language Model | CodeCode Available | 3 | 5 |
| Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference | Mar 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models | Mar 31, 2024 | Image-text RetrievalLanguage Modeling | CodeCode Available | 3 | 5 |
| LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale | Aug 10, 2024 | GPULanguage Modelling | CodeCode Available | 3 | 5 |
| SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications | Nov 7, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 3 | 5 |
| An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use Cases | Jul 15, 2024 | Attributecounterfactual | CodeCode Available | 3 | 5 |
| Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model | Jan 4, 2024 | Combinatorial OptimizationLanguage Modeling | CodeCode Available | 3 | 5 |
| Deep Learning and LLM-based Methods Applied to Stellar Lightcurve Classification | Apr 16, 2024 | Feature EngineeringLanguage Modeling | CodeCode Available | 3 | 5 |
| TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON | Jul 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Llemma: An Open Language Model For Mathematics | Oct 16, 2023 | Arithmetic ReasoningAutomated Theorem Proving | CodeCode Available | 3 | 5 |
| How Can Recommender Systems Benefit from Large Language Models: A Survey | Jun 9, 2023 | EthicsFeature Engineering | CodeCode Available | 3 | 5 |
| HuatuoGPT, towards Taming Language Model to Be a Doctor | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| LayerKV: Optimizing Large Language Model Serving with Layer-wise KV Cache Management | Oct 1, 2024 | GPULanguage Modeling | CodeCode Available | 3 | 5 |
| GroundingGPT:Language Enhanced Multi-modal Grounding Model | Jan 11, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 | 5 |
| CRAG -- Comprehensive RAG Benchmark | Jun 7, 2024 | HallucinationLanguage Modelling | CodeCode Available | 3 | 5 |
| BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model | May 29, 2025 | Large Language Modelscientific discovery | CodeCode Available | 3 | 5 |
| Large Language Model based Long-tail Query Rewriting in Taobao Search | Nov 7, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 3 | 5 |
