| Eager pruning: Algorithm and architecture support for fast training of deep neural networks J Zhang, X Chen, M Song, T Li 2019 ACM/IEEE 46th Annual International Symposium on Computer Architecture …, 2019 | 76 | 2019 |
| GCONV chain: Optimizing the whole-life cost in end-to-end CNN acceleration J Zhang, X Chen, S Ray IEEE Transactions on Computers 71 (9), 2300-2312, 2021 | 6 | 2021 |
| Exploration of Machine Learning Attacks in Automotive Systems Using Physical and Mixed Reality Platforms VSG Chamarthi, X Chen, BBY Ravi, S Ray 2023 IEEE International Conference on Consumer Electronics (ICCE), 1-4, 2023 | 2 | 2023 |
| Dandelion: Boosting DNN Usability Under Dataset Scarcity X Chen, J Zhang, S Ray IEEE Transactions on Computers 71 (10), 2487-2498, 2021 | 2 | 2021 |
| Guarding Deep Learning Systems With Boosted Evasion Attack Detection and Model Update X Chen, D Halder, KM Islam, S Ray IEEE Internet of Things Journal, 2023 | 1 | 2023 |
| Work-in-Progress: Towards Evaluating CNNs Against Integrity Attacks on Multi-tenant Computation X Chen, D Halder, KM Islam, S Ray Proceedings of the International Conference on Compilers, Architecture, and …, 2023 | 1 | 2023 |
| Universal Neural Network Acceleration via Real-Time Loop Blocking J Zhang, X Chen, S Ray 2021 IEEE 39th International Conference on Computer Design (ICCD), 285-289, 2021 | 1 | 2021 |
| Optimizing the Whole-life Cost in End-to-end CNN Acceleration J Zhang, X Chen, S Ray arXiv preprint arXiv:2104.05541, 2021 | 1 | 2021 |
| GERALT: Real-time Detection of Evasion Attacks in Deep Learning Systems X Chen, S Ray 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | | 2023 |
| AroMa: Evaluating Deep Learning Systems for Stealthy Integrity Attacks on Multi-tenant Accelerators X Chen, M Merugu, J Zhang, S Ray ACM Journal on Emerging Technologies in Computing Systems 19 (2), 1-17, 2023 | | 2023 |
| AINNS: All-Inclusive Neural Network Scheduling Via Accelerator Formalization J Zhang, X Chen, S Ray IEEE Transactions on Computers 72 (2), 559-571, 2022 | | 2022 |
