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Career

· Researcher, Isomorphic Labs

Publications (106)

Contrastive Learning with Hard Negative Samples
International Conference on Learning Representations · 2020
940
cited
Debiased Contrastive Learning
Neural Information Processing Systems · 2020
668
cited
Humanity's Last Exam
Robotics · 2025
284
cited
Leveraging Large Language Models for Multiple Choice Question Answering
International Conference on Learning Representations · 2022
246
cited
Convergence of placenta biology and genetic risk for schizophrenia
Nature Medicine · 2018
232
cited
Sign and Basis Invariant Networks for Spectral Graph Representation Learning
International Conference on Learning Representations · 2022
187
cited
Can contrastive learning avoid shortcut solutions?
Neural Information Processing Systems · 2021
163
cited
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels
Annual Meeting of the Association for Computational Linguistics · 2022
123
cited
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards
Annual Meeting of the Association for Computational Linguistics · 2024
119
cited
Associations of per- and polyfluoroalkyl substances (PFAS) and their mixture with oxidative stress biomarkers during pregnancy.
Environment International · 2022
70
cited
Time-response evaluation by transcriptomics of methylmercury effects on neural differentiation of murine embryonic stem cells.
Toxicological Sciences · 2011
69
cited
Transcriptomic concentration-response evaluation of valproic acid, cyproconazole, and hexaconazole in the neural embryonic stem cell test (ESTn).
Toxicological Sciences · 2012
65
cited
A system-based comparison of gene expression reveals alterations in oxidative stress, disruption of ubiquitin-proteasome system and altered cell cycle regulation after exposure to cadmium and methylmercury in mouse embryonic fibroblast.
Toxicological Sciences · 2010
59
cited
Triazole induced concentration-related gene signatures in rat whole embryo culture.
Reproductive Toxicology · 2012
57
cited
Discriminating classes of developmental toxicants using gene expression profiling in the embryonic stem cell test.
Toxicology Letters · 2011
54
cited
Arsenic- and cadmium-induced toxicogenomic response in mouse embryos undergoing neurulation.
Toxicology and Applied Pharmacology · 2011
52
cited
Cadmium-induced differential toxicogenomic response in resistant and sensitive mouse strains undergoing neurulation.
Toxicological Sciences · 2009
51
cited
Relational Deep Learning: Graph Representation Learning on Relational Databases
arXiv.org · 2023
50
cited
Human placental cytotrophoblast epigenome dynamics over gestation and alterations in placental disease.
Developmental Cell · 2021
48
cited
Toxicogenomic profiling in maternal and fetal rodent brains following gestational exposure to chlorpyrifos.
Toxicology and Applied Pharmacology · 2010
44
cited
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Joshua Robinson | Researcher Profile | Sotabase | Sotabase