| Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration Z Xu, F Yu, J Xiong, X Chen [DAC'21] In Proceedings of the 58th Annual Design Automation Conference 2021, 2021 | 151* | 2021 |
| Fed2: Feature-aligned federated learning F Yu, W Zhang, Z Qin, Z Xu, D Wang, C Liu, Z Tian, X Chen Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021 | 108* | 2021 |
| Reform: Static and dynamic resource-aware dnn reconfiguration framework for mobile device Z Xu, F Yu, C Liu, X Chen Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 44 | 2019 |
| Lance: A comprehensive and lightweight CNN defense methodology against physical adversarial attacks on embedded multimedia applications Z Xu, F Yu, X Chen 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 470-475, 2020 | 32 | 2020 |
| Vehicle autonomous localization in local area of coal mine tunnel based on vision sensors and ultrasonic sensors Z Xu, W Yang, K You, W Li, Y Kim PloS One 12 (1), e0171012, 2017 | 32 | 2017 |
| Quadralib: A performant quadratic neural network library for architecture optimization and design exploration Z Xu, F Yu, J Xiong, X Chen Proceedings of Machine Learning and Systems 4, 503-514, 2022 | 24 | 2022 |
| Masker: Adaptive mobile security enhancement against automatic speech recognition in eavesdropping F Yu, Z Xu, C Liu, X Chen Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 20* | 2019 |
| Directx: Dynamic resource-aware cnn reconfiguration framework for real-time mobile applications Z Xu, F Yu, Z Qin, C Liu, X Chen IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 17 | 2020 |
| Direct: Resource-aware dynamic model reconfiguration for convolutional neural network in mobile systems Z Xu, Z Qin, F Yu, C Liu, X Chen Proceedings of the International Symposium on Low Power Electronics and …, 2018 | 17 | 2018 |
| Towards robust training of neural networks by regularizing adversarial gradients F Yu, Z Xu, Y Wang, C Liu, X Chen arXiv preprint arXiv:1805.09370, 2018 | 17 | 2018 |
| AdaLearner: An adaptive distributed mobile learning system for neural networks J Mao, Z Qin, Z Xu, KW Nixon, X Chen, H Li, Y Chen 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 291-296, 2017 | 15 | 2017 |
| Towards latency-aware dnn optimization with gpu runtime analysis and tail effect elimination F Yu, Z Xu, T Shen, D Stamoulis, L Shangguan, D Wang, R Madhok, ... arXiv preprint arXiv:2011.03897, 2020 | 14 | 2020 |
| AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency F Yu, Z Xu, C Liu, D Stamoulis, D Wang, Y Wang, X Chen IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 11 | 2022 |
| HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition Z Xu, F Yu, C Liu, X Chen Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019 | 10 | 2019 |
| FalCon: Fine-grained feature map sparsity computing with decomposed convolutions for inference optimization Z Xu, F Yu, C Liu, Z Wu, H Wang, X Chen Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 9 | 2022 |
| Privacy-preserving federated learning for transportation mode prediction based on personal mobility data F Yu, Z Xu, Z Qin, X Chen High-Confidence Computing 2 (4), 100082, 2022 | 7 | 2022 |
| Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble C Xu, F Yu, Z Xu, N Inkawhich, X Chen [ICML' 24] International Conference on Machine Learning, 2024 | 4 | 2024 |
| QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks C Xu, F Yu, Z Xu, C Liu, J Xiong, X Chen 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 19-25, 2024 | 4 | 2024 |
| Lancex: A versatile and lightweight defense method against condensed adversarial attacks in image and audio recognition Z Xu, F Yu, C Liu, X Chen ACM Transactions on Embedded Computing Systems 22 (1), 1-24, 2022 | 4 | 2022 |
| Three-limensional path planning method for robot in underground local complex space [J] T Yuxin, Y Wei, X Zirui Journal of China Coal Society 42 (6), 1634-1642, 2017 | 4 | 2017 |
Xiang 'Shawn' ChenPeking UniversityVerified email at pku.edu.cn
