Jinjun Xiong
Jinjun Xiong
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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
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
Robust extraction of spatial correlation
J Xiong, V Zolotov, L He
Proceedings of the 2006 international symposium on Physical design, 2-9, 2006
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
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
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
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
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
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
Elfish: Resource-aware federated learning on heterogeneous edge devices
Z Xu, Z Yang, J Xiong, J Yang, X Chen
Ratio 2 (r1), r2, 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
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
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
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
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
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
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
Large-scale short-term urban taxi demand forecasting using deep learning
S Liao, L Zhou, X Di, B Yuan, J Xiong
2018 23rd Asia and south pacific design automation conference (ASP-DAC), 428-433, 2018
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
Non-linear statistical static timing analysis for non-Gaussian variation sources
L Cheng, J Xiong, L He
Proceedings of the 44th annual Design Automation Conference, 250-255, 2007
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