| Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective | Jan 9, 2024 | Data ValuationDecision Making | —Unverified | 0 |
| A Novel Paradigm for Neural Computation: X-Net with Learnable Neurons and Adaptable Structure | Jan 3, 2024 | scientific discovery | —Unverified | 0 |
| Beyond Regrets: Geometric Metrics for Bayesian Optimization | Jan 3, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures | Jan 1, 2024 | BenchmarkingInstance Segmentation | —Unverified | 0 |
| GraphGPT: Graph Learning with Generative Pre-trained Transformers | Dec 31, 2023 | DecoderGraph Learning | CodeCode Available | 1 |
| Deep Generative Symbolic Regression | Dec 30, 2023 | FormHeuristic Search | CodeCode Available | 1 |
| Vertical Symbolic Regression | Dec 19, 2023 | regressionscientific discovery | —Unverified | 0 |
| Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps | Dec 12, 2023 | Information RetrievalRAG | CodeCode Available | 0 |
| Image and Data Mining in Reticular Chemistry Using GPT-4V | Dec 9, 2023 | ArticlesLanguage Modelling | —Unverified | 0 |
| AI Competitions and Benchmarks: The life cycle of challenges and benchmarks | Dec 8, 2023 | scientific discovery | —Unverified | 0 |
| A Transformer Model for Symbolic Regression towards Scientific Discovery | Dec 7, 2023 | regressionscientific discovery | CodeCode Available | 1 |
| Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique | Dec 6, 2023 | BenchmarkingKnowledge Graphs | CodeCode Available | 0 |
| Uncertainty in Additive Feature Attribution methods | Nov 29, 2023 | scientific discovery | —Unverified | 0 |
| Machine-Guided Discovery of a Real-World Rogue Wave Model | Nov 21, 2023 | Model Selectionregression | CodeCode Available | 1 |
| Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis | Nov 16, 2023 | AI AgentContrastive Learning | —Unverified | 0 |
| The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4 | Nov 13, 2023 | Computational chemistryDrug Discovery | —Unverified | 0 |
| Large Language Models are Zero Shot Hypothesis Proposers | Nov 10, 2023 | scientific discovery | CodeCode Available | 1 |
| Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder | Nov 5, 2023 | DisentanglementDrug Discovery | CodeCode Available | 1 |
| Data Science for Social Good | Nov 2, 2023 | Articlesscientific discovery | —Unverified | 0 |
| Enhancing Low-Order Discontinuous Galerkin Methods with Neural Ordinary Differential Equations for Compressible Navier--Stokes Equations | Oct 29, 2023 | scientific discovery | —Unverified | 0 |
| AI for Open Science: A Multi-Agent Perspective for Ethically Translating Data to Knowledge | Oct 28, 2023 | scientific discoveryTranslation | —Unverified | 0 |
| Large-scale Foundation Models and Generative AI for BigData Neuroscience | Oct 27, 2023 | Data AugmentationNatural Language Understanding | —Unverified | 0 |
| Sum-of-Parts: Faithful Attributions for Groups of Features | Oct 25, 2023 | Decision Makingscientific discovery | CodeCode Available | 0 |
| Large Language Models for Scientific Synthesis, Inference and Explanation | Oct 12, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Transformers and Large Language Models for Chemistry and Drug Discovery | Oct 9, 2023 | Drug DiscoveryLanguage Modeling | —Unverified | 0 |