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Showing 151–175 of 464 papers

TitleStatusHype
CycleResearcher: Improving Automated Research via Automated Review—0
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image ClassificationCode0
From Tokens to Materials: Leveraging Language Models for Scientific DiscoveryCode0
Improving Parallel Program Performance with LLM Optimizers via Agent-System InterfacesCode4
SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning—0
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data ManifoldsCode0
Automated Discovery of Operable Dynamics from Videos—0
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent SystemCode2
A Systematic Survey on Large Language Models for Algorithm Design—0
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific HypothesesCode2
O1 Replication Journey: A Strategic Progress Report -- Part 1Code7
Synthesizing Interpretable Control Policies through Large Language Model Guided SearchCode0
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific DiscoveryCode2
Reasoning with Natural Language Explanations—0
Geometric Representation Condition Improves Equivariant Molecule GenerationCode1
SciDFM: A Large Language Model with Mixture-of-Experts for Science—0
Explainable AI needs formal notions of explanation correctness—0
Smirk: An Atomically Complete Tokenizer for Molecular Foundation Models—0
PersonaFlow: Boosting Research Ideation with LLM-Simulated Expert Personas—0
SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions—0
On the limits of agency in agent-based modelsCode4
SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoningCode5
Physics-augmented Deep Learning with Adversarial Domain Adaptation: Applications to STM Image Denoising—0
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP ResearchersCode3
Hypothesizing Missing Causal Variables with LLMsCode0
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