| 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 | 479 | 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 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018 | 412 | 2018 |
| Robust extraction of spatial correlation J Xiong, V Zolotov, L He Proceedings of the 2006 international symposium on Physical design, 2-9, 2006 | 327 | 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 | 291 | 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 | 286 | 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 | 226 | 2019 |
| 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 | 186 | 2018 |
| Practical detection of trojan neural networks: Data-limited and data-free cases R Wang, G Zhang, S Liu, PY Chen, J Xiong, M Wang Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 164 | 2020 |
| Elfish: Resource-aware federated learning on heterogeneous edge devices Z Xu, Z Yang, J Xiong, J Yang, X Chen Ratio 2 (r1), r2, 2019 | 156* | 2019 |
| 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 | 140 | 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 | 117 | 2020 |
| 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 | 114 | 2020 |
| 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 | 111 | 2019 |
| 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 | 111 | 2019 |
| A co-design framework of neural networks and quantum circuits towards quantum advantage W Jiang, J Xiong, Y Shi Nature communications 12 (1), 579, 2021 | 96 | 2021 |
| 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 | 96 | 2020 |
| Statistical path selection for at-speed test V Zolotov, J Xiong, H Fatemi, C Visweswariah IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2010 | 90 | 2010 |
| Enabling real-time multi-messenger astrophysics discoveries with deep learning EA Huerta, G Allen, I Andreoni, JM Antelis, E Bachelet, GB Berriman, ... Nature Reviews Physics 1 (10), 600-608, 2019 | 88 | 2019 |
| 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 | 88 | 2019 |
Wen-mei W. HwuSenior Distinguished Research Scientist, NVIDIA; Professor and Sanders-AMD Chair of Electrical andVerifierad e-postadress på illinois.edu