Risi Kondor
University of Chicago
H-index: 30
North America-United States
Top articles of Risi Kondor
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks | Andrew R Hands Tianyi Sun Risi Kondor | 2024/4/18 | |
Sign Rank Limitations for Attention-Based Graph Decoders | arXiv preprint arXiv:2402.06662 | Su Hyeong Lee Qingqi Zhang Risi Kondor | 2024/2/6 |
Multiresolution equivariant graph variational autoencoder | Machine Learning: Science and Technology | Truong Son Hy Risi Kondor | 2023/3 |
Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs | arXiv preprint arXiv:2302.08680 | Nhat Khang Ngo Truong Son Hy Risi Kondor | 2023/2/17 |
Fast temporal wavelet graph neural networks | arXiv preprint arXiv:2302.08643 | Duc Thien Nguyen Manh Duc Tuan Nguyen Truong Son Hy Risi Kondor | 2023/2/17 |
Transformers are efficient hierarchical chemical graph learners | arXiv preprint arXiv:2310.01704 | Zihan Pengmei Zimu Li Chih-chan Tien Risi Kondor Aaron R Dinner | 2023/10/2 |
P-tensors: a General Formalism for Constructing Higher Order Message Passing Networks | arXiv preprint arXiv:2306.10767 | Tianyi Sun Andrew Hands Risi Kondor | 2023/6/19 |
Speeding up learning quantum states through group equivariant convolutional quantum ansätze | PRX Quantum | Han Zheng Zimu Li Junyu Liu Sergii Strelchuk Risi Kondor | 2023/5/15 |
Symmetry group equivariant architectures for physics | arXiv preprint arXiv:2203.06153 | Alexander Bogatskiy Sanmay Ganguly Thomas Kipf Risi Kondor David W Miller | 2022/3/11 |
arXiv: Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning | Phiala Shanahan Oz Amram Jernej F Kamenik Andrej Matevc Abhijith Gandrakota | 2022/9/15 | |
Graph neural networks for biochemistry that incorporate substructure | Biophysical Journal | Erik H Thiede Wenda Zhou Risi Kondor | 2022/2/11 |
Predicting Drug-Drug Interactions using Deep Generative Models on Graphs | Nhat Khang Ngo Truong Son Hy Risi Kondor | 2022/9/14 | |
Molecular fingerprints are a simple yet effective solution to the drug–drug interaction problem | drugs | Yanan Long Horace Pan Chao Zhang Hy Truong Song Risi Kondor | 2022 |
Temporal multiresolution graph neural networks for epidemic prediction | Proceedings of the 1st Workshop on Healthcare AI and COVID-19, ICML 2022 | Truong Son Hy Viet Bach Nguyen Long Tran-Thanh Risi Kondor | 2022/5/30 |
Graph Neural Networks that incorporate Physical Structure | APS March Meeting Abstracts | Erik Thiede Wenda Zhou Risi Kondor | 2022 |
On the Super-exponential Quantum Speedup of Equivariant Quantum Machine Learning Algorithms with SU() Symmetry | arXiv preprint arXiv:2207.07250 | Han Zheng Zimu Li Junyu Liu Sergii Strelchuk Risi Kondor | 2022/7/15 |
Unifying O (3) Equivariant Neural Networks Design with Tensor-Network Formalism | arXiv preprint arXiv:2211.07482 | Zimu Li Zihan Pengmei Han Zheng Erik Thiede Junyu Liu | 2022/11/14 |
Permutation equivariant layers for higher order interactions | Horace Pan Risi Kondor | 2022/5/3 | |
Multiresolution matrix factorization and wavelet networks on graphs | Proceedings of Topological, Algebraic, and Geometric Learning Workshops 2022 | Truong Son Hy Risi Kondor | 2022/7/23 |
A community-powered search of machine learning strategy space to find NMR property prediction models | Plos one | Lars A Bratholm Will Gerrard Brandon Anderson Shaojie Bai Sunghwan Choi | 2021/7/20 |
Co-Authors
