| AI models collapse when trained on recursively generated data I Shumailov, Z Shumaylov, Y Zhao, N Papernot, R Anderson, Y Gal Nature 631 (8022), 755-759, 2024 | 1472* | 2024 |
| Dynamic Channel Pruning: Feature Boosting and Suppression X Gao, Y Zhao, L Dudziak, R Mullins, C Xu International Conference on Learning Representations (ICLR), 2019 | 441 | 2019 |
| Sponge examples: Energy-latency attacks on neural networks I Shumailov, Y Zhao, D Bates, N Papernot, R Mullins, R Anderson 2021 IEEE European Symposium on Security and Privacy (EuroS&P), 212-231, 2021 | 210 | 2021 |
| Pay Attention to Features, Transfer Learn Faster CNNs K Wang, X Gao, Y Zhao, X Li, D Dou, CZ Xu International Conference on Learning Representations, 2020 | 149 | 2020 |
| Manipulating sgd with data ordering attacks I Shumailov, Z Shumaylov, D Kazhdan, Y Zhao, N Papernot, MA Erdogdu, ... Advances in Neural Information Processing Systems (NeurIPS) 34, 2021 | 126 | 2021 |
| DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning R Hönig, Y Zhao, R Mullins International Conference on Machine Learning (ICML), 8852-8866, 2022 | 105 | 2022 |
| Redundancy-reduced mobilenet acceleration on reconfigurable logic for imagenet classification J Su, J Faraone, J Liu, Y Zhao, DB Thomas, PHW Leong, PYK Cheung International Symposium on Applied Reconfigurable Computing, 16-28, 2018 | 87 | 2018 |
| -DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers P Chen, M Shen, P Ye, J Cao, C Tu, CS Bouganis, Y Zhao, T Chen arXiv preprint arXiv:2406.01125, 2024 | 79 | 2024 |
| To compress or not to compress: Understanding the Interactions between Adversarial Attacks and Neural Network Compression Y Zhao, I Shumailov, R Mullins, R Anderson The Conference on Systems and Machine Learning (SysML), 2018 | 56 | 2018 |
| Llm4dv: Using large language models for hardware test stimuli generation Z Zhang, B Szekely, P Gimenes, G Chadwick, H McNally, J Cheng, ... 2025 IEEE 33rd Annual International Symposium on Field-Programmable Custom …, 2025 | 52 | 2025 |
| Blackbox attacks on reinforcement learning agents using approximated temporal information Y Zhao, I Shumailov, H Cui, X Gao, R Mullins, R Anderson 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems …, 2020 | 51 | 2020 |
| Automatic generation of multi-precision multi-arithmetic CNN accelerators for FPGAs Y Zhao, X Gao, X Guo, J Liu, E Wang, R Mullins, PYK Cheung, ... 2019 International Conference on Field-Programmable Technology (ICFPT), 45-53, 2019 | 50 | 2019 |
| Learned Low Precision Graph Neural Networks Y Zhao, D Wang, D Bates, R Mullins, M Jamnik, P Lio arXiv preprint arXiv:2009.09232, 2020 | 43 | 2020 |
| Probabilistic Dual Network Architecture Search on Graphs Y Zhao, D Wang, X Gao, R Mullins, P Lio, M Jamnik arXiv preprint arXiv:2003.09676, 2020 | 40 | 2020 |
| Architectural backdoors in neural networks M Bober-Irizar, I Shumailov, Y Zhao, R Mullins, N Papernot Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 39 | 2023 |
| Focused quantization for sparse CNNs Y Zhao, X Gao, D Bates, R Mullins, CZ Xu Advances in Neural Information Processing Systems, 5584-5593, 2019 | 39 | 2019 |
| MiliPoint: A Point Cloud Dataset for mmWave Radar H Cui, S Zhong, J Wu, Z Shen, N Dahnoun, Y Zhao Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS …, 2023 | 38 | 2023 |
| Rapid Model Architecture Adaption for Meta-Learning Y Zhao, X Gao, I Shumailov, N Fusi, R Mullins Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS), 2022 | 38 | 2022 |
| Characterizing Sources of Ineffectual Computations in Deep Learning Networks M Nikolić, M Mahmoud, A Moshovos, Y Zhao, R Mullins 2019 IEEE International Symposium on Performance Analysis of Systems and …, 2019 | 32 | 2019 |
| LQER: Low-Rank Quantization Error Reconstruction for LLMs C Zhang, J Cheng, GA Constantinides, Y Zhao Proceedings of the 41st International Conference on Machine Learning (ICML 2024), 2024 | 31 | 2024 |
Ilia ShumailovAI Sequrity CompanyVerified email at sequrity.ai
