Helen Qu - RankMe

17 papers A* 3Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Representation Learning for Spatiotemporal Physical Systems. CoRR Helen Qu, Rudy Morel, Michael McCabe, Alberto Bietti, François Lanusse, Shirley Ho, Yann LeCun
2025	J	`jnl`	Impact of Pretraining Word Co-occurrence on Compositional Generalization in Multimodal Models. CoRR Helen Qu, Sang Michael Xie
2025	J	`jnl`	Multimodal Datasets with Controllable Mutual Information. CoRR Raheem Karim Hashmani, Garrett W. Merz, Helen Qu, Mariel Pettee, Kyle Cranmer
2025	J	`jnl`	Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme. CoRR Rudy Morel, Francesco Pio Ramunno, Jeff Shen, Alberto Bietti, Kyunghyun Cho, Miles D. Cranmer, Siavash Golkar, Olexandr Gugnin, Géraud Krawezik, Tanya Marwah, Michael McCabe, Lucas Meyer, Payel Mukhopadhyay, Ruben Ohana, Liam Holden Parker, Helen Qu, François Rozet, K. D. Leka, François Lanusse, David Fouhey, Shirley Ho
2025	A*	`conf`	Sum-of-Parts: Self-Attributing Neural Networks with End-to-End Learning of Feature Groups. ICML Weiqiu You, Helen Qu, Marco Gatti, Bhuvnesh Jain, Eric Wong
2025	J	`jnl`	T-FIX: Text-Based Explanations with Features Interpretable to eXperts. CoRR Shreya Havaldar, Helen Jin, Chaehyeon Kim, Anton Xue, Weiqiu You, Marco Gatti, Bhuvnesh Jain, Helen Qu, Daniel A. Hashimoto, Amin Madani, Rajat Deo, Sameed Ahmed M. Khatana, Gary E. Weissman, Lyle H. Ungar, Eric Wong
2025	J	`jnl`	The FIX Benchmark: Extracting Features Interpretable to eXperts. J. Data-centric Mach. Learn. Res. 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
2025	J	`jnl`	Universal Spectral Tokenization via Self-Supervised Panchromatic Representation Learning. CoRR Jeff Shen, François Lanusse, Liam Holden Parker, Ollie Liu, Tom Hehir, Leopoldo Sarra, Lucas Meyer, Micah Bowles, Sebastian Wagner-Carena, Helen Qu, Siavash Golkar, Alberto Bietti, Hatim Bourfoune, Nathan Cassereau, Pierre Cornette, Keiya Hirashima, Géraud Krawezik, Ruben Ohana, Nicholas Lourie, Michael McCabe, Rudy Morel, Payel Mukhopadhyay, Mariel Pettee, Bruno Régaldo-Saint Blancard, Kyunghyun Cho, Miles D. Cranmer, Shirley Ho
2024	A*	`conf`	Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations. ICML Helen Qu, Sang Michael Xie
2024	J	`jnl`	Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations. CoRR Helen Qu, Sang Michael Xie
2024	J	`jnl`	The FIX Benchmark: Extracting Features Interpretable to eXperts. CoRR 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
2024	A*	`conf`	The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data. NeurIPS 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
2023	J	`jnl`	Photo-zSNthesis: Converting Type Ia Supernova Lightcurves to Redshift Estimates via Deep Learning. CoRR Helen Qu, Masao Sako
2023	J	`jnl`	Sum-of-Parts Models: Faithful Attributions for Groups of Features. CoRR Weiqiu You, Helen Qu, Marco Gatti, Bhuvnesh Jain, Eric Wong
2023	J	`jnl`	Transformers for scientific data: a pedagogical review for astronomers. CoRR Dimitrios Tanoglidis, Bhuvnesh Jain, Helen Qu
2022	J	`jnl`	A Convolutional Neural Network Approach to Supernova Time-Series Classification. CoRR Helen Qu, Masao Sako, Anais Möller, Cyrille Doux
2022	J	`jnl`	There's no difference: Convolutional Neural Networks for transient detection without template subtraction. CoRR Tatiana Acero-Cuellar, Federica B. Bianco, Gregory Dobler, Masao Sako, Helen Qu