| Tackling the qubit mapping problem for NISQ-era quantum devices G Li, Y Ding, Y Xie Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 211 | 2019 |
| Yinyang k-means: A drop-in replacement of the classic k-means with consistent speedup Y Ding, Y Zhao, X Shen, M Musuvathi, T Mytkowicz International Conference on Machine Learning (ICML), 579-587, 2015 | 138 | 2015 |
| Autotuning algorithmic choice for input sensitivity Y Ding, J Ansel, K Veeramachaneni, X Shen, UM O’Reilly, ... ACM SIGPLAN Conference on Programming Language Design and Implementation …, 2015 | 129 | 2015 |
| Rethinking the performance comparison between SNNS and ANNS L Deng, Y Wu, X Hu, L Liang, Y Ding, G Li, G Zhao, P Li, Y Xie Neural networks 121, 294-307, 2020 | 87 | 2020 |
| Deepsniffer: A dnn model extraction framework based on learning architectural hints X Hu, L Liang, S Li, L Deng, P Zuo, Y Ji, X Xie, Y Ding, C Liu, T Sherwood, ... Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 44 | 2020 |
| Projection-based runtime assertions for testing and debugging quantum programs G Li, L Zhou, N Yu, Y Ding, M Ying, Y Xie Proceedings of the ACM on Programming Languages 4 (OOPSLA), 1-29, 2020 | 39 | 2020 |
| {GNNAdvisor}: An Adaptive and Efficient Runtime System for {GNN} Acceleration on {GPUs} Y Wang, B Feng, G Li, S Li, L Deng, Y Xie, Y Ding 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2021 | 38 | 2021 |
| Tianjic: A unified and scalable chip bridging spike-based and continuous neural computation L Deng, G Wang, G Li, S Li, L Liang, M Zhu, Y Wu, Z Yang, Z Zou, J Pei, ... IEEE Journal of Solid-State Circuits 55 (8), 2228-2246, 2020 | 36 | 2020 |
| Neural network model extraction attacks in edge devices by hearing architectural hints X Hu, L Liang, L Deng, S Li, X Xie, Y Ji, Y Ding, C Liu, T Sherwood, Y Xie arXiv preprint arXiv:1903.03916, 2019 | 34 | 2019 |
| iPIM: Programmable in-memory image processing accelerator using near-bank architecture P Gu, X Xie, Y Ding, G Chen, W Zhang, D Niu, Y Xie 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 33 | 2020 |
| Towards efficient superconducting quantum processor architecture design G Li, Y Ding, Y Xie Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 31 | 2020 |
| Dynamic sparse graph for efficient deep learning L Liu, L Deng, X Hu, M Zhu, G Li, Y Ding, Y Xie arXiv preprint arXiv:1810.00859, 2018 | 31 | 2018 |
| Sweet knn: An efficient knn on gpu through reconciliation between redundancy removal and regularity G Chen, Y Ding, X Shen 33rd IEEE International Conference on Data Engineering (ICDE), 621-632, 2017 | 20 | 2017 |
| Weighted-sampling audio adversarial example attack X Liu, K Wan, Y Ding, X Zhang, Q Zhu Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4908-4915, 2020 | 19* | 2020 |
| Inter-disciplinary research challenges in computer systems for the 2020s A Cohen, X Shen, J Torrellas, J Tuck, Y Zhou, S Adve, I Akturk, S Bagchi, ... National Science Foundation, 2018 | 18 | 2018 |
| Comprehensive snn compression using admm optimization and activity regularization L Deng, Y Wu, Y Hu, L Liang, G Li, X Hu, Y Ding, P Li, Y Xie IEEE transactions on neural networks and learning systems, 2021 | 17 | 2021 |
| Exploring adversarial attack in spiking neural networks with spike-compatible gradient L Liang, X Hu, L Deng, Y Wu, G Li, Y Ding, P Li, Y Xie IEEE transactions on neural networks and learning systems, 2021 | 16 | 2021 |
| Duet: Boosting deep neural network efficiency on dual-module architecture L Liu, Z Qu, L Deng, F Tu, S Li, X Hu, Z Gu, Y Ding, Y Xie 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 15 | 2020 |
| Egemm-tc: Accelerating scientific computing on tensor cores with extended precision B Feng, Y Wang, G Chen, W Zhang, Y Xie, Y Ding Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of …, 2021 | 14 | 2021 |
| Dasm: Data-streaming-based computing in nonvolatile memory architecture for embedded system L Chang, X Ma, Z Wang, Y Zhang, Y Ding, W Zhao, Y Xie IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (9 …, 2019 | 14 | 2019 |
