| Reasoning-Table: Exploring Reinforcement Learning for Table Reasoning | Jun 2, 2025 | Fact VerificationLanguage Modeling | CodeCode Available | 2 |
| Compiler Optimization via LLM Reasoning for Efficient Model Serving | Jun 2, 2025 | Compiler OptimizationLarge Language Model | CodeCode Available | 2 |
| FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion | Jun 1, 2025 | Audio captioningCaption Generation | CodeCode Available | 2 |
| GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models | May 30, 2025 | ClassificationDisaster Response | CodeCode Available | 2 |
| ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering | May 29, 2025 | Large Language ModelPrompt Engineering | CodeCode Available | 2 |
| cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning | May 28, 2025 | CAD ReconstructionLarge Language Model | CodeCode Available | 2 |
| Zero-Shot Vision Encoder Grafting via LLM Surrogates | May 28, 2025 | DecoderLanguage Modeling | CodeCode Available | 2 |
| LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms | May 27, 2025 | Bayesian OptimizationBenchmarking | CodeCode Available | 2 |
| WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference | May 26, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding | May 22, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Web-Shepherd: Advancing PRMs for Reinforcing Web Agents | May 21, 2025 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 2 |
| CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming | May 19, 2025 | FairnessLarge Language Model | CodeCode Available | 2 |
| LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners | May 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents | May 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and Enhancement | May 13, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 2 |
| YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models | May 12, 2025 | Large Language ModelSociology | CodeCode Available | 2 |
| MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering | May 12, 2025 | Large Language Modelreinforcement-learning | CodeCode Available | 2 |
| DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation | May 12, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance | May 11, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation | May 7, 2025 | 3D GenerationAttribute | CodeCode Available | 2 |
| MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents | May 4, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer | Apr 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model | Apr 13, 2025 | DiagnosticLanguage Modeling | CodeCode Available | 2 |
| SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model | Apr 13, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation | Apr 10, 2025 | Contrastive LearningLanguage Modeling | CodeCode Available | 2 |
