| Dpatch: An adversarial patch attack on object detectors X Liu, H Yang, Z Liu, L Song, H Li, Y Chen SafeAI@ AAAI 2019, 2018 | 295 | 2018 |
| Soteria: Provable defense against privacy leakage in federated learning from representation perspective J Sun, A Li, B Wang, H Yang, H Li, Y Chen Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 145* | 2021 |
| Sticker: A 0.41-62.1 TOPS/W 8Bit neural network processor with multi-sparsity compatible convolution arrays and online tuning acceleration for fully connected layers Z Yuan, J Yue, H Yang, Z Wang, J Li, Y Yang, Q Guo, X Li, MF Chang, ... 2018 IEEE symposium on VLSI circuits, 33-34, 2018 | 111 | 2018 |
| AtomLayer: A universal ReRAM-based CNN accelerator with atomic layer computation X Qiao, X Cao, H Yang, L Song, H Li Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018 | 108 | 2018 |
| DVERGE: diversifying vulnerabilities for enhanced robust generation of ensembles H Yang, J Zhang, H Dong, N Inkawhich, A Gardner, A Touchet, W Wilkes, ... Advances in Neural Information Processing Systems 33 (2020), 2020 | 106 | 2020 |
| Deephoyer: Learning sparser neural network with differentiable scale-invariant sparsity measures H Yang, W Wen, H Li Eighth International Conference on Learning Representations, 2019 | 106 | 2019 |
| Deepobfuscator: Obfuscating intermediate representations with privacy-preserving adversarial learning on smartphones A Li, J Guo, H Yang, FD Salim, Y Chen Proceedings of the International Conference on Internet-of-Things Design and …, 2021 | 72* | 2021 |
| Global vision transformer pruning with hessian-aware saliency H Yang, H Yin, M Shen, P Molchanov, H Li, J Kautz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 64* | 2023 |
| BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization H Yang, L Duan, Y Chen, H Li Ninth International Conference on Learning Representations, 2021 | 61 | 2021 |
| Learning low-rank deep neural networks via singular vector orthogonality regularization and singular value sparsification H Yang, M Tang, W Wen, F Yan, D Hu, A Li, H Li, Y Chen Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 58 | 2020 |
| TIPRDC: task-independent privacy-respecting data crowdsourcing framework for deep learning with anonymized intermediate representations A Li, Y Duan, H Yang, Y Chen, J Yang Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 56 | 2020 |
| Q-diffusion: Quantizing diffusion models X Li, Y Liu, L Lian, H Yang, Z Dong, D Kang, S Zhang, K Keutzer Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 39 | 2023 |
| Tprune: Efficient transformer pruning for mobile devices J Mao, H Yang, A Li, H Li, Y Chen ACM Transactions on Cyber-Physical Systems 5 (3), 1-22, 2021 | 33 | 2021 |
| MAT: A multi-strength adversarial training method to mitigate adversarial attacks C Song, HP Cheng, H Yang, S Li, C Wu, Q Wu, Y Chen, H Li 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 476-481, 2018 | 32 | 2018 |
| APOLLO: An automated power modeling framework for runtime power introspection in high-volume commercial microprocessors Z Xie, X Xu, M Walker, J Knebel, K Palaniswamy, N Hebert, J Hu, H Yang, ... MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021 | 28 | 2021 |
| Multi-objective optimization of ReRAM crossbars for robust DNN inferencing under stochastic noise X Yang, S Belakaria, BK Joardar, H Yang, JR Doppa, PP Pande, ... 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 27 | 2021 |
| Noisyquant: Noisy bias-enhanced post-training activation quantization for vision transformers Y Liu, H Yang, Z Dong, K Keutzer, L Du, S Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 16 | 2023 |
| Adversarial attack: A new threat to smart devices and how to defend it C Song, HP Cheng, H Yang, S Li, C Wu, Q Wu, H Li IEEE Consumer Electronics Magazine 9 (4), 49-55, 2020 | 11 | 2020 |
| Exploring bit-slice sparsity in deep neural networks for efficient ReRAM-based deployment J Zhang, H Yang, F Chen, Y Wang, H Li 2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive …, 2019 | 10 | 2019 |
| Hero: Hessian-enhanced robust optimization for unifying and improving generalization and quantization performance H Yang, X Yang, NZ Gong, Y Chen Proceedings of the 59th ACM/IEEE Design Automation Conference, 25-30, 2022 | 8 | 2022 |
Hai LiClare Boothe Luce Professor of Electrical and Computer EngineeringVerified email at duke.edu
