| On interpretability of artificial neural networks: A survey FL Fan, J Xiong, M Li, G Wang IEEE Transactions on Radiation and Plasma Medical Sciences 5 (6), 741-760, 2021 | 638 | 2021 |
| DNNBuilder: An automated tool for building high-performance DNN hardware accelerators for FPGAs X Zhang, J Wang, C Zhu, Y Lin, J Xiong, W Hwu, D Chen Proceedings of the International Conference on Computer-Aided Design, 1-8, 2018 | 476 | 2018 |
| Robust extraction of spatial correlation J Xiong, V Zolotov, L He Proceedings of the 2006 international symposium on Physical design, 2-9, 2006 | 337 | 2006 |
| Revisiting RCNN: On Awakening the Classification Power of Faster RCNN B Cheng, Y Wei, H Shi, R Feris, J Xiong, T Huang arXiv preprint arXiv:1803.06799, 2018 | 325 | 2018 |
| Differential treatment for stuff and things: A simple unsupervised domain adaptation method for semantic segmentation Z Wang, M Yu, Y Wei, R Feris, J Xiong, W Hwu, TS Huang, H Shi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 314 | 2020 |
| Method, system, and program product for computing a yield gradient from statistical timing C Visweswariah, JJ Xiong, V Zolotov US Patent 7,480,880, 2009 | 270 | 2009 |
| FPGA/DNN co-design: An efficient design methodology for IoT intelligence on the edge C Hao, X Zhang, Y Li, S Huang, J Xiong, K Rupnow, W Hwu, D Chen Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 246 | 2019 |
| Practical detection of trojan neural networks: Data-limited and data-free cases R Wang, G Zhang, S Liu, PY Chen, J Xiong, M Wang European Conference on Computer Vision, 222-238, 2020 | 197 | 2020 |
| TS2C: tight box mining with surrounding segmentation context for weakly supervised object detection Y Wei, Z Shen, B Cheng, H Shi, J Xiong, J Feng, T Huang European Conference on Computer Vision, 454-470, 2018 | 192 | 2018 |
| Parallel k-clique counting on gpus M Almasri, IE Hajj, R Nagi, J Xiong, W Hwu Proceedings of the 36th ACM International Conference on Supercomputing, 1-14, 2022 | 188 | 2022 |
| Helios: Heterogeneity-aware federated learning with dynamically balanced collaboration Z Xu, F Yu, J Xiong, X Chen 2021 58th ACM/IEEE Design Automation Conference (DAC), 997-1002, 2021 | 187* | 2021 |
| Spgnet: Semantic prediction guidance for scene parsing B Cheng, LC Chen, Y Wei, Y Zhu, Z Huang, J Xiong, TS Huang, WM Hwu, ... Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 151 | 2019 |
| Accelerating reduction and scan using tensor core units A Dakkak, C Li, J Xiong, I Gelado, W Hwu Proceedings of the ACM International Conference on Supercomputing, 46-57, 2019 | 148 | 2019 |
| SkyNet: a hardware-efficient method for object detection and tracking on embedded systems X Zhang, H Lu, C Hao, J Li, B Cheng, Y Li, K Rupnow, J Xiong, T Huang, ... Proceedings of Machine Learning and Systems 2, 216-229, 2020 | 133 | 2020 |
| Reinforcement learning based text style transfer without parallel training corpus H Gong, S Bhat, L Wu, JJ Xiong, W Hwu arXiv preprint arXiv:1903.10671, 2019 | 124 | 2019 |
| Edd: Efficient differentiable dnn architecture and implementation co-search for embedded ai solutions Y Li, C Hao, X Zhang, X Liu, Y Chen, J Xiong, W Hwu, D Chen 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 122 | 2020 |
| DNNExplorer: a framework for modeling and exploring a novel paradigm of FPGA-based DNN accelerator X Zhang, H Ye, J Wang, Y Lin, J Xiong, W Hwu, D Chen Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 117 | 2020 |
| Universal approximation with quadratic deep networks F Fan, J Xiong, G Wang Neural Networks 124, 383-392, 2020 | 109 | 2020 |
| Flatflash: Exploiting the byte-accessibility of ssds within a unified memory-storage hierarchy A Abulila, VS Mailthody, Z Qureshi, J Huang, NS Kim, J Xiong, W Hwu Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 109 | 2019 |
| Deepstore: In-storage acceleration for intelligent queries VS Mailthody, Z Qureshi, W Liang, Z Feng, SG De Gonzalo, Y Li, H Franke, ... Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 108 | 2019 |
Wen-mei W. HwuSenior Distinguished Research Scientist, NVIDIA; Professor and Sanders-AMD Chair of Electrical andVerified email at illinois.edu
