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Risi Kondor

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Sign Rank Limitations for Attention-Based Graph Decoders

Feb 06, 2024
Su Hyeong Lee, Qingqi Zhang, Risi Kondor

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Transformers are efficient hierarchical chemical graph learners

Oct 02, 2023
Zihan Pengmei, Zimu Li, Chih-chan Tien, Risi Kondor, Aaron R. Dinner

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P-tensors: a General Formalism for Constructing Higher Order Message Passing Networks

Jun 19, 2023
Tianyi Sun, Andrew Hands, Risi Kondor

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Fast Temporal Wavelet Graph Neural Networks

Feb 25, 2023
Duc Thien Nguyen, Manh Duc Tuan Nguyen, Truong Son Hy, Risi Kondor

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Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures

Feb 25, 2023
Nhat Khang Ngo, Truong Son Hy, Risi Kondor

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Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs

Feb 17, 2023
Nhat Khang Ngo, Truong Son Hy, Risi Kondor

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Group-Equivariant Neural Networks with Fusion Diagrams

Nov 14, 2022
Zimu Li, Han Zheng, Erik Thiede, Junyu Liu, Risi Kondor

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Predicting Drug-Drug Interactions using Deep Generative Models on Graphs

Sep 14, 2022
Nhat Khang Ngo, Truong Son Hy, Risi Kondor

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