Julia Balla

According to our database, Julia Balla authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Implicit Augmentation from Distributional Symmetry in Turbulence Super-Resolution.

Julia Balla, Jeremiah Bailey, Ali Backour, Elyssa F. Hofgard, Tommi S. Jaakkola, Tess E. Smidt, Ryley McConkey

CoRR, September, 2025

2024

A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing.

Julia Balla, Siddharth Mishra-Sharma, Carolina Cuesta-Lázaro, Tommi S. Jaakkola, Tess E. Smidt

CoRR, 2024

CodonMPNN for Organism Specific and Codon Optimal Inverse Folding.

Hannes Stark, Umesh Padia, Julia Balla, Cameron Diao, George Church

CoRR, 2024

2023

Over-Squashing in Riemannian Graph Neural Networks.

Julia Balla

CoRR, 2023

2022

AI-Assisted Discovery of Quantitative and Formal Models in Social Science.

Julia Balla, Sihao Huang, Owen Dugan, Rumen Dangovski, Marin Soljacic

CoRR, 2022

PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval.

Praneeth Vepakomma, Julia Balla, Ramesh Raskar

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Differentially Private Supervised Manifold Learning with Applications like Private Image Retrieval.

Praneeth Vepakomma, Julia Balla, Ramesh Raskar

CoRR, 2021