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Rose Yu

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Understanding the Difficulty of Solving Cauchy Problems with PINNs

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May 04, 2024
Tao Wang, Bo Zhao, Sicun Gao, Rose Yu

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On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers

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Apr 04, 2024
Cai Zhou, Rose Yu, Yusu Wang

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Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling

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Feb 29, 2024
Ruijia Niu, Dongxia Wu, Kai Kim, Yi-An Ma, Duncan Watson-Parris, Rose Yu

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MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization

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Feb 18, 2024
Yasaman Jafari, Dheeraj Mekala, Rose Yu, Taylor Berg-Kirkpatrick

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MFBind: a Multi-Fidelity Approach for Evaluating Drug Compounds in Practical Generative Modeling

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Feb 16, 2024
Peter Eckmann, Dongxia Wu, Germano Heinzelmann, Michael K Gilson, Rose Yu

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Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes

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Feb 06, 2024
Dongxia Wu, Tsuyoshi Idé, Aurélie Lozano, Georgios Kollias, Jiří Navrátil, Naoki Abe, Yi-An Ma, Rose Yu

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Target-Free Compound Activity Prediction via Few-Shot Learning

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Nov 27, 2023
Peter Eckmann, Jake Anderson, Michael K. Gilson, Rose Yu

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Discovering Mixtures of Structural Causal Models from Time Series Data

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Oct 10, 2023
Sumanth Varambally, Yi-An Ma, Rose Yu

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Automatic Integration for Spatiotemporal Neural Point Processes

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Oct 09, 2023
Zihao Zhou, Rose Yu

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Latent Space Symmetry Discovery

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Sep 29, 2023
Jianke Yang, Nima Dehmamy, Robin Walters, Rose Yu

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