Helen Qu

According to our database, Helen Qu authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

Impact of Pretraining Word Co-occurrence on Compositional Generalization in Multimodal Models.

Helen Qu, Sang Michael Xie

CoRR, July, 2025

2024

The FIX Benchmark: Extracting Features Interpretable to eXperts.

Helen Jin, Shreya Havaldar, Chaehyeon Kim, Anton Xue, Weiqiu You, Helen Qu, Marco Gatti, Daniel A. Hashimoto, Bhuvnesh Jain, Amin Madani, Masao Sako, Lyle H. Ungar, Eric Wong

CoRR, 2024

The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data.

Eirini Angeloudi, Jeroen Audenaert, Micah Bowles, Benjamin M. Boyd, David Chemaly, Brian Cherinka, Ioana Ciuca, Miles D. Cranmer, Aaron Do, Matthew Grayling, Erin E. Hayes, Tom Hehir, Shirley Ho, Marc Huertas-Company, Kartheik Iyer, Maja Jablonska, François Lanusse, Henry Leung, Kaisey Mandel, Rafael Martínez-Galarza, Peter Melchior, Lucas Meyer, Liam Holden Parker, Helen Qu, Jeff Shen, Michael J. Smith, Connor Stone, Mike Walmsley, John F. Wu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations.

Helen Qu, Sang Michael Xie

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Sum-of-Parts Models: Faithful Attributions for Groups of Features.

Weiqiu You, Helen Qu, Marco Gatti, Bhuvnesh Jain, Eric Wong

CoRR, 2023

Transformers for scientific data: a pedagogical review for astronomers.

Dimitrios Tanoglidis, Bhuvnesh Jain, Helen Qu

CoRR, 2023

Photo-zSNthesis: Converting Type Ia Supernova Lightcurves to Redshift Estimates via Deep Learning.

Helen Qu, Masao Sako

CoRR, 2023

2022

A Convolutional Neural Network Approach to Supernova Time-Series Classification.

Helen Qu, Masao Sako, Anais Moller, Cyrille Doux

CoRR, 2022

There's no difference: Convolutional Neural Networks for transient detection without template subtraction.

Tatiana Acero-Cuellar, Federica B. Bianco, Gregory Dobler, Masao Sako, Helen Qu

CoRR, 2022