| Fedmax: Mitigating activation divergence for accurate and communication-efficient federated learning W Chen, K Bhardwaj, R Marculescu Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 36 | 2021 |
| Continual learning with filter atom swapping Z Miao, Z Wang, W Chen, Q Qiu International Conference on Learning Representations, 2021 | 22 | 2021 |
| Investigation of the electroluminescence mechanism of GaN-based blue and green light-emitting diodes with junction temperature range of 120–373 K S Pan, C Sun, Y Zhou, W Chen, R Zhang, Y Zheng Applied Sciences 10 (2), 444, 2020 | 19 | 2020 |
| Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models. J Lezama, W Chen, Q Qiu ICML, 6275-6285, 2021 | 8 | 2021 |
| FT-DeepNets: Fault-Tolerant Convolutional Neural Networks with Kernel-based Duplication I Baek, W Chen, Z Zhu, S Samii, R Rajkumar Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 6 | 2022 |
| The Effect of the Original Thickness of Ag in the Graphene–Ag Nanodots Transparent Conductive Layer on the Electrical and Optical Properties of GaN-Based UV-LEDs W Chen, Y Zhou, X Yu, Z Xie, R Zhang, Y Zheng IEEE Transactions on Electron Devices 65 (9), 3803-3808, 2018 | 6 | 2018 |
| Tesseract: Gradient flip score to secure federated learning against model poisoning attacks A Sharma, W Chen, J Zhao, Q Qiu, S Chaterji, S Bagchi arXiv preprint arXiv:2110.10108, 2021 | 4 | 2021 |
| New directions in distributed deep learning: Bringing the network at forefront of IoT design K Bhardwaj, W Chen, R Marculescu 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 4 | 2020 |
| Flair: Defense against model poisoning attack in federated learning A Sharma, W Chen, J Zhao, Q Qiu, S Bagchi, S Chaterji Proceedings of the 2023 ACM Asia Conference on Computer and Communications …, 2023 | 3 | 2023 |
| Parameter-Efficient Tuning of Large Convolutional Models W Chen, Z Miao, Q Qiu arXiv preprint arXiv:2403.00269, 2024 | 1 | 2024 |
| Inner Product-based Neural Network Similarity W Chen, Z Miao, Q Qiu Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Practical Object Detection Using Thermal Infrared Image Sensors I Baek, W Chen, ACG Venkat, RR Rajkumar 2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops), 372-379, 2021 | 1 | 2021 |
| How to Learn Collaboratively-Federated Learning to Peer-to-Peer Learning and What’s at Stake A Sharma, JC Zhao, W Chen, Q Qiu, S Bagchi, S Chaterji 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems …, 2023 | | 2023 |
| P2PRISM-Peer to peer learning with individual prism for secure aggregation A Sharma, W Chen, JC Zhao, Q Qiu, S Bagchi, S Chaterji | | 2022 |
| Exploring Neural Network Representational Similarity using Filter Subspaces W Chen, Z Miao, Q Qiu | | 2022 |
| 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S)| 979-8-3503-2545-4/23/$31.00© 2023 IEEE| DOI: 10.1109/DSN … UK Agarwal, A Al-Mamun, L Alrahis, PC Amusuo, K Anderson, P Antunes, ... | | |
| Hardware-aware Distributed Learning Algorithm CY Lin, W Chen | | |
