VG
Vianne Gao
cs.LG3D genomeArthritis, RheumatoidArtificial IntelligencebioinformaticsCancercancer-associated fibroblastCarcinogenesisCell isolationChromatin
On Valency
published · living versionsW_5j8gaq3q·v1 · currentpublished
SWIM: Learning What Matters from Behaviors for JEPA World Models
with Jiaming Hu, Shi Bo, Yan Zheng, Tian Wang +9
1 version
Preprints & journals
14 papers in the corpus · 2020–2025Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning2507.17842v2 · Yimeng Zhang, Tian Wang, Jiri Gesi et al.2025 · 0 citationsarXiv
Author Correction: ChromaFold predicts the 3D contact map from single-cell chromatin accessibility.39814735 · Gao, Vianne R, Yang, Rui, Das, Arnav et al.2025 · 0 citationsNature communications. 2025;16(1):684
Enhancing Security Control Production With Generative AI2411.04284v1 · Chen Ling, Mina Ghashami, Vianne Gao et al.2024 · 0 citationsarXiv
Author Correction: Epiphany: predicting Hi-C contact maps from 1D epigenomic signals.38783328 · Yang, Rui, Das, Arnav, Gao, Vianne R et al.2024 · 0 citationsGenome biology. 2024;25(1):132
ChromaFold predicts the 3D contact map from single-cell chromatin accessibility.37546906 · Gao, Vianne R, Yang, Rui, Das, Arnav et al.2025 · 27 citationsbioRxiv : the preprint server for biology. 2023
Epiphany: predicting Hi-C contact maps from 1D epigenomic signals.37280678 · Yang, Rui, Das, Arnav, Gao, Vianne R et al.2023 · 52 citationsGenome biology. 2023;24(1):134
Drivers of heterogeneity in synovial fibroblasts in rheumatoid arthritis.37277655 · Smith, Melanie H, Gao, Vianne R, Periyakoil, Preethi K et al.2023 · 197 citationsNature immunology. 2023;24(7):1200-1210
Epigenetic plasticity cooperates with cell-cell interactions to direct pancreatic tumorigenesis.37167403 · Burdziak, Cassandra, Alonso-Curbelo, Direna, Walle, Thomas et al.2023 · 214 citationsScience (New York, N.Y.). 2023;380(6645):eadd5327
Accelerating Batch Active Learning Using Continual Learning Techniques2305.06408v2 · Arnav Das, Gantavya Bhatt, Megh Bhalerao et al.2023 · 3 citationsarXiv
A non-invasive artificial intelligence approach for the prediction of human blastocyst ploidy: a retrospective model development and validation study.36543475 · Barnes, Josue, Brendel, Matthew, Gao, Vianne R et al.2022 · 118 citationsThe Lancet. Digital health. 2023;5(1):e28-e40
Protocol to dissociate, process, and analyze the human lung tissue using single-cell RNA-seq.36313536 · Quintanal-Villalonga, Álvaro, Chan, Joseph M, Masilionis, Ignas et al.2022 · 12 citationsSTAR protocols. 2022;3(4):101776
Signatures of plasticity, metastasis, and immunosuppression in an atlas of human small cell lung cancer.34653364 · Chan, Joseph M, Quintanal-Villalonga, Álvaro, Gao, Vianne Ran et al.2022 · 441 citationsCancer cell. 2021;39(11):1479-1496.e18
Ex uno plures: Splitting One Model into an Ensemble of Subnetworks2106.04767v1 · Zhilu Zhang, Vianne R. Gao, Mert R. Sabuncu2021 · 2 citationsarXiv
Tumor Microenvironment-Derived NRG1 Promotes Antiandrogen Resistance in Prostate Cancer.32679108 · Zhang, Zeda, Karthaus, Wouter R, Lee, Young Sun et al.2021 · 261 citationsCancer cell. 2020;38(2):279-296.e9
Career total: 30 works. 14 are in this corpus.
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