3 papers
q-bio.GN2026
GRAFT: Biological Graph and Hypergraph Benchmarks for Linked Gene Expression and Phenotypic Trait Prediction in Arabidopsis thaliana
Manuel Serna-Aguilera, Vanshika Jindal, Fiona L. Goggin +5
Understanding which genes control which traits in an organism remains one of the central challenges in biology. Despite significant advances in data collection technology, our abil…
cs.AI2026
MetaResearcher: Scaling Deep Research via Self-Reflective Reinforcement Learning in Adversarial Virtual Environments
Wei Yu, Suxing Liu, Minjie Yu +4
Deep research agents have demonstrated remarkable capabilities in autonomous information gathering and synthesis, yet their training remains constrained by the static nature of sim…
q-bio.GN2025
AGP: A Novel Arabidopsis thaliana Genomics-Phenomics Dataset and its HyperGraph Baseline Benchmarking
Manuel Serna-Aguilera, Fiona L. Goggin, Aranyak Goswami +3
Understanding which genes control which traits in an organism remains one of the central challenges in biology. Despite significant advances in data collection technology, our abil…