LIMO: Latent Inceptionism for Targeted Molecule Generation P Eckmann, K Sun, B Zhao, M Feng, M Gilson, R Yu International Conference on Machine Learning, 5777-5792, 2022 | 27 | 2022 |
Symmetries, flat minima, and the conserved quantities of gradient flow B Zhao, I Ganev, R Walters, R Yu, N Dehmamy International Conference on Learning Representations (ICLR), 2023 | 11 | 2023 |
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting SR Cachay, B Zhao, H James, R Yu Advances in Neural Information Processing Systems 36, 45259-45287, 2023 | 10 | 2023 |
Symmetry Teleportation for Accelerated Optimization B Zhao, N Dehmamy, R Walters, R Yu Advances in Neural Information Processing Systems 35, 16679-16690, 2022 | 10 | 2022 |
Concentric Spherical Neural Network for 3D Representation Learning J Fox, B Zhao, BG Del Rio, S Rajamanickam, R Ramprasad, L Song 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 3* | 2022 |
Improving Convergence and Generalization Using Parameter Symmetries B Zhao, RM Gower, R Walters, R Yu arXiv preprint arXiv:2305.13404, 2023 | 2 | 2023 |
Understanding Mode Connectivity via Parameter Space Symmetry B Zhao, N Dehmamy, R Walters, R Yu UniReps: the First Workshop on Unifying Representations in Neural Models, 2023 | 1 | 2023 |
Multiple aging mechanisms in ferroelectric deuterated potassium dihydrogen phosphate GA Fields, SF Cieszynski, B Zhao, KA Tadesse, MA Sheikh, EV Colla, ... Journal of Applied Physics 125 (19), 2019 | 1 | 2019 |
Computational architecture to generate representations of molecules having targeted properties R Yu, P Eckmann, SUN Kunyang, B Zhao, M Feng, MK Gilson US Patent App. 18/336,696, 2024 | | 2024 |
Charting Flat Minima Using the Conserved Quantities of Gradient Flow B Zhao, I Ganev, R Walters, R Yu, N Dehmamy NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022 | | 2022 |