| Poison frogs! targeted clean-label poisoning attacks on neural networks A Shafahi*, WR Huang*, M Najibi, O Suciu, C Studer, T Dumitras, ... Advances in Neural Information Processing Systems, 6103-6113, 2018 | 1203 | 2018 |
| Terahertz-driven linear electron acceleration EA Nanni, WR Huang, KH Hong, K Ravi, A Fallahi, G Moriena, ... Nature communications 6 (1), 8486, 2015 | 684 | 2015 |
| High conversion efficiency, high energy terahertz pulses by optical rectification in cryogenically cooled lithium niobate SW Huang, E Granados, WR Huang, KH Hong, LE Zapata, FX Kärtner Optics letters 38 (5), 796-798, 2013 | 363 | 2013 |
| Are adversarial examples inevitable? A Shafahi, WR Huang, C Studer, S Feizi, T Goldstein International Conference on Learning Representations (ICLR) 2019, 2018 | 352 | 2018 |
| Transferable Clean-Label Poisoning Attacks on Deep Neural Nets C Zhu*, WR Huang*, A Shafahi, H Li, G Taylor, C Studer, T Goldstein International Conference on Machine Learning (ICML) 2019, 2019 | 339 | 2019 |
| Witches' brew: Industrial scale data poisoning via gradient matching J Geiping, L Fowl, WR Huang, W Czaja, G Taylor, M Moeller, T Goldstein arXiv preprint arXiv:2009.02276, 2020 | 211 | 2020 |
| MetaPoison: Practical General-purpose Clean-label Data Poisoning WR Huang*, J Geiping*, L Fowl, G Taylor, T Goldstein Advances in Neural Information Processing Systems 33, 2020 | 200 | 2020 |
| Limitations to THz generation by optical rectification using tilted pulse fronts K Ravi, WR Huang, S Carbajo, X Wu, F Kärtner Optics express 22 (17), 20239-20251, 2014 | 151 | 2014 |
| AXSIS: Exploring the frontiers in attosecond X-ray science, imaging and spectroscopy FX Kaertner, F Ahr, AL Calendron, H Çankaya, S Carbajo, G Chang, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2016 | 142 | 2016 |
| Deep k-nn defense against clean-label data poisoning attacks N Peri*, N Gupta*, WR Huang*, L Fowl, C Zhu, S Feizi, T Goldstein, ... arXiv preprint arXiv:1909.13374, 2019 | 135 | 2019 |
| Terahertz-driven, all-optical electron gun W Ronny Huang, A Fallahi, X Wu, H Cankaya, AL Calendron, K Ravi, ... Optica 3 (11), 1209-1212, 2016 | 127 | 2016 |
| Temperature dependent refractive index and absorption coefficient of congruent lithium niobate crystals in the terahertz range X Wu, C Zhou, WR Huang, F Ahr, FX Kärtner Optics express 23 (23), 29729-29737, 2015 | 111 | 2015 |
| The impact of neural network overparameterization on gradient confusion and stochastic gradient descent KA Sankararaman, S De, Z Xu, WR Huang, T Goldstein International conference on machine learning, 8469-8479, 2020 | 104 | 2020 |
| Theory of terahertz generation by optical rectification using tilted-pulse-fronts K Ravi, WR Huang, S Carbajo, EA Nanni, DN Schimpf, EP Ippen, ... Optics express 23 (4), 5253-5276, 2015 | 103 | 2015 |
| Highly efficient terahertz pulse generation by optical rectification in stoichiometric and cryo-cooled congruent lithium niobate WR Huang, SW Huang, E Granados, K Ravi, KH Hong, LE Zapata, ... Journal of modern optics 62 (18), 1486-1493, 2015 | 97 | 2015 |
| High energy and power cryogenic composite-thin-disk Yb: YAG laser LE Zapata, WR Huang, H Cankaya, AL Calendron, H Lin, E Granados, ... The European Conference on Lasers and Electro-Optics, CA_7_4, 2013 | 89* | 2013 |
| THz generation using a reflective stair-step echelon BK Ofori-Okai, P Sivarajah, W Ronny Huang, KA Nelson Optics express 24 (5), 5057-5068, 2016 | 88 | 2016 |
| Scaling end-to-end models for large-scale multilingual asr B Li, R Pang, TN Sainath, A Gulati, Y Zhang, J Qin, P Haghani, WR Huang, ... 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021 | 72 | 2021 |
| Understanding generalization through visualizations WR Huang, Z Emam, M Goldblum, L Fowl, JK Terry, F Huang, T Goldstein PMLR, 2020 | 69 | 2020 |
| Gradinit: Learning to initialize neural networks for stable and efficient training C Zhu, R Ni, Z Xu, K Kong, WR Huang, T Goldstein Advances in Neural Information Processing Systems 34, 16410-16422, 2021 | 65 | 2021 |
Franz X KaertnerCenter for Free-Electron Laser Science and University of HamburgVerifierad e-postadress på cfel.de
