RK
Risi Kondor
cs.LGstat.MLcs.AIphysics.comp-phcs.CVcs.NAcs.SImath.NAcond-mat.mtrl-sciquant-ph
On Valency
published · living versionsW_8xs88vtr·v1 · currentpublished
Preprints & journals
46 papers in the corpus · 2007–2026Deep Minds and Shallow Probes2605.11448v2 · Su Hyeong Lee, Risi Kondor2026 · 0 citationsarXiv
A Geometric Approach to Steerable Convolutions2510.18813v2 · Soumyabrata Kundu, Risi Kondor2025 · 0 citationsarXiv
The principles behind equivariant neural networks for physics and chemistry.41052329 · Kondor, Risi2025 · 13 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(41):e2415656122
Probabilistic Modeling of Latent Agentic Substructures in Deep Neural Networks2509.06701v2 · Su Hyeong Lee, Risi Kondor, Richard Ngo2025 · 0 citationsarXiv
Graph Contrastive Learning versus Untrained Baselines: The Role of Dataset Size2509.01541v1 · Smayan Khanna, Doruk Efe Gokmen, Risi Kondor et al.2025 · 0 citationsarXiv
Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics2406.00469v2 · Truong Son Hy, Thieu Khang, Risi Kondor2024 · 0 citationsarXiv
Steerable Transformers for Volumetric Data2405.15932v4 · Soumyabrata Kundu, Risi Kondor2024 · 0 citationsarXiv
Sign Rank Limitations for Inner Product Graph Decoders2402.06662v2 · Su Hyeong Lee, Qingqi Zhang, Risi Kondor2024 · 0 citationsarXiv
Transformers are efficient hierarchical chemical graph learners2310.01704v1 · Zihan Pengmei, Zimu Li, Chih-chan Tien et al.2023 · 1 citationarXiv
Multiresolution graph transformers and wavelet positional encoding for learning long-range and hierarchical structures.37466225 · Ngo, Nhat Khang, Hy, Truong Son, Kondor, Risi2023 · 13 citationsThe Journal of chemical physics. 2023;159(3)
P-Tensors: a General Formalism for Constructing Higher Order Message Passing Networks2306.10767v2 · Andrew Hands, Tianyi Sun, Risi Kondor2023 · 0 citationsProc. AISTATS, PMLR 238:424-432, 2024
Fast Temporal Wavelet Graph Neural Networks2302.08643v3 · Duc Thien Nguyen, Manh Duc Tuan Nguyen, Truong Son Hy et al.2023 · 0 citationsarXiv
Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs2302.08680v1 · Nhat Khang Ngo, Truong Son Hy, Risi Kondor2023 · 1 citationarXiv
Unifying O(3) Equivariant Neural Networks Design with Tensor-Network Formalism2211.07482v3 · Zimu Li, Zihan Pengmei, Han Zheng et al.2022 · 3 citationsMach. Learn.: Sci. Technol. 5 025044, 2024
Predicting Drug-Drug Interactions using Deep Generative Models on Graphs2209.09941v3 · Nhat Khang Ngo, Truong Son Hy, Risi Kondor2022 · 1 citationarXiv
Toward Super-polynomial Quantum Speedup of Equivariant Quantum Algorithms with SU() Symmetry2207.07250v3 · Han Zheng, Zimu Li, Sergii Strelchuk et al.2022 · 5 citationsPhys. Rev. A 112, 052435 (2025)
Temporal Multiresolution Graph Neural Networks For Epidemic Prediction2205.14831v3 · Truong Son Hy, Viet Bach Nguyen, Long Tran-Thanh et al.2022 · 3 citationsarXiv
Symmetry Group Equivariant Architectures for Physics2203.06153v1 · Alexander Bogatskiy, Sanmay Ganguly, Thomas Kipf et al.2022 · 11 citationsarXiv
Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze2112.07611v3 · Han Zheng, Zimu Li, Junyu Liu et al.2021 · 48 citationsPRX Quantum 4, 020327, 2023
Learning Multiresolution Matrix Factorization and its Wavelet Networks on Graphs2111.01940v1 · Truong Son Hy, Risi Kondor2021 · 0 citationsarXiv
A community-powered search of machine learning strategy space to find NMR property prediction models.34283864 · Bratholm, Lars A, Gerrard, Will, Anderson, Brandon et al.2021 · 22 citationsPloS one. 2021;16(7):e0253612
Multiresolution Equivariant Graph Variational Autoencoder2106.00967v3 · Truong Son Hy, Risi Kondor2021 · 14 citationsarXiv
Autobahn: Automorphism-based Graph Neural Nets2103.01710v3 · Erik Henning Thiede, Wenda Zhou, Risi Kondor2021 · 13 citationsarXiv
ATOM3D: Tasks On Molecules in Three Dimensions2012.04035v4 · Raphael J.L. Townshend, Martin Vogele, Patricia Suriana et al.2020 · 39 citationsarXiv
Lorentz Group Equivariant Neural Network for Particle Physics2006.04780v1 · Alexander Bogatskiy, Brandon Anderson, Jan T. Offermann et al.2020 · 76 citationsarXiv
The general theory of permutation equivarant neural networks and higher order graph variational encoders2004.03990v1 · Erik Henning Thiede, Truong Son Hy, Risi Kondor2020 · 8 citationsarXiv
Deep learning for automated classification and characterization of amorphous materials.31803878 · Swanson, Kirk, Trivedi, Shubhendu, Lequieu, Joshua et al.2020 · 60 citationsSoft matter. 2020;16(2):435-446
Asymmetric Multiresolution Matrix Factorization1910.05132v1 · Pramod Kaushik Mudrakarta, Shubhendu Trivedi, Risi Kondor2019 · 2 citationsarXiv
Cormorant: Covariant Molecular Neural Networks1906.04015v3 · Brandon Anderson, Truong-Son Hy, Risi Kondor2019 · 205 citationsarXiv
Effective Resistance-based Germination of Seed Sets for Community Detection1811.12162v1 · Jonathan Eskreis-Winkler, Risi Kondor2018 · 0 citationsarXiv
Predicting molecular properties with covariant compositional networks.29960355 · Hy, Truong Son, Trivedi, Shubhendu, Pan, Horace et al.2018 · 67 citationsThe Journal of chemical physics. 2018;148(24):241745
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network1806.09231v2 · Risi Kondor, Zhen Lin, Shubhendu Trivedi2018 · 89 citationsarXiv
N-body Networks: a Covariant Hierarchical Neural Network Architecture for Learning Atomic Potentials1803.01588v1 · Risi Kondor2018 · 73 citationsarXiv
On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups1802.03690v3 · Risi Kondor, Shubhendu Trivedi2018 · 272 citationsarXiv
Covariant Compositional Networks For Learning Graphs1801.02144v1 · Risi Kondor, Hy Truong Son, Horace Pan et al.2018 · 91 citationsarXiv
Multiresolution Kernel Approximation for Gaussian Process Regression1708.02183v3 · Yi Ding, Risi Kondor, Jonathan Eskreis-Winkler2017 · 13 citationsarXiv
A generic multiresolution preconditioner for sparse symmetric systems1707.02054v1 · Pramod Kaushik Mudrakarta, Risi Kondor2017 · 3 citationsarXiv
The Incremental Multiresolution Matrix Factorization Algorithm.29416293 · Ithapu, Vamsi K, Kondor, Risi, Johnson, Sterling C et al.2024 · 6 citationsProceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2017;2017:692-701
Data mining when each data point is a network1612.02908v1 · Karthikeyan Rajendran, Assimakis A. Kattis, Alexander Holiday et al.2016 · 7 citationsarXiv
The Multiscale Laplacian Graph Kernel1603.06186v2 · Risi Kondor, Horace Pan2016 · 130 citationsarXiv
Parallel MMF: a Multiresolution Approach to Matrix Computation1507.04396v1 · Risi Kondor, Nedelina Teneva, Pramod K. Mudrakarta2015 · 9 citationsarXiv
On representing chemical environments1209.3140v3 · Albert P. Bart'ok, Risi Kondor, G'abor Cs'anyi2012 · 2,564 citationsarXivon Valency
Incorporating Domain Knowledge in Matching Problems via Harmonic Analysis.25309968 · Pachauri, Deepti, Collins, Maxwell, Kondor, Risi et al.2021 · 9 citationsProceedings of the ... International Conference on Machine Learning. International Conference on Machine Learning. 2012;2012:1271-1278
Gaussian approximation potentials: the accuracy of quantum mechanics, without the electrons.20481899 · Bartók, Albert P, Payne, Mike C, Kondor, Risi et al.2010 · 3,133 citationsPhysical review letters. 2010;104(13):136403
The skew spectrum of functions on finite groups and their homogeneous spaces0712.4259v1 · Risi Kondor2007 · 5 citationsarXiv
A novel set of rotationally and translationally invariant features for images based on the non-commutative bispectrumcs/0701127v3 · Risi Kondor2007 · 21 citationsarXiv
Career total: 100 works. 46 are in this corpus.
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