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2020 – today
- 2020
[j9]Rui Wang, Yanhao Cheng, Xiaojuan Ke, Xiaofan Zhang, Hongsheng Zhang, Ji Huang:
Comparative analysis of salt responsive gene regulatory networks in rice and Arabidopsis. Comput. Biol. Chem. 85: 107188 (2020)- [c38]Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen:
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions. DAC 2020: 1-6 - [c37]Eshan Singh, Florian Lonsing, Saranyu Chattopadhyay, Maxwell Strange, Peng Wei, Xiaofan Zhang, Yuan Zhou, Deming Chen, Jason Cong, Priyanka Raina, Zhiru Zhang, Clark W. Barrett, Subhasish Mitra:
A-QED Verification of Hardware Accelerators. DAC 2020: 1-6 - [c36]Hanchen Ye, Xiaofan Zhang, Zhize Huang, Gengsheng Chen, Deming Chen:
HybridDNN: A Framework for High-Performance Hybrid DNN Accelerator Design and Implementation. DAC 2020: 1-6 - [c35]Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin:
AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs. FPGA 2020: 40-50 - [c34]Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen:
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices. ACM Great Lakes Symposium on VLSI 2020: 283-290 - [c33]Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-Mei Hwu, Deming Chen:
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems. MLSys 2020 - [i15]Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin:
AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs. CoRR abs/2001.03535 (2020) - [i14]Hanchen Ye, Xiaofan Zhang, Zhize Huang, Gengsheng Chen, Deming Chen:
HybridDNN: A Framework for High-Performance Hybrid DNN Accelerator Design and Implementation. CoRR abs/2004.03804 (2020) - [i13]Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-Mei W. Hwu, Deming Chen:
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions. CoRR abs/2005.02563 (2020) - [i12]Xiaofan Zhang, Hanchen Ye, Junsong Wang, Yonghua Lin, Jinjun Xiong, Wen-Mei W. Hwu, Deming Chen:
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator. CoRR abs/2008.12745 (2020) - [i11]Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen:
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices. CoRR abs/2010.07185 (2020)
2010 – 2019
- 2019
- [j8]Jin He, Yuanchang Zhong, Lili Sun, Xiaofan Zhang:
面向燃气调压应用的RBF人工智能控制策略 (RBF Artificial Intelligence Control Strategy for Gas Pressure Regulating Application). 计算机科学 46(6A): 138-141 (2019) - [c32]Qin Li, Xiaofan Zhang, Jinjun Xiong, Wen-Mei Hwu, Deming Chen:
Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS. ASP-DAC 2019: 693-698 - [c31]Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang:
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. CVPR 2019: 1999-2007 - [c30]Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong, Kyle Rupnow, Wen-Mei Hwu, Deming Chen:
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge. DAC 2019: 206 - [c29]Yao Chen, Jiong He, Xiaofan Zhang, Cong Hao, Deming Chen:
Cloud-DNN: An Open Framework for Mapping DNN Models to Cloud FPGAs. FPGA 2019: 73-82 - [c28]Cheng Gong, Tao Li, Ye Lu, Cong Hao, Xiaofan Zhang, Deming Chen, Yao Chen:
µL2Q: An Ultra-Low Loss Quantization Method for DNN Compression. IJCNN 2019: 1-8 - [c27]Yao Chen, Kai Zhang, Cheng Gong, Cong Hao, Xiaofan Zhang, Tao Li, Deming Chen:
T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA. ISVLSI 2019: 13-18 - [i10]Yuhong Li, Xiaofan Zhang:
SiamVGG: Visual Tracking using Deeper Siamese Networks. CoRR abs/1902.02804 (2019) - [i9]Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang:
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. CoRR abs/1904.04357 (2019) - [i8]Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong, Kyle Rupnow, Wen-Mei Hwu, Deming Chen:
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge. CoRR abs/1904.04421 (2019) - [i7]Xiaofan Zhang, Cong Hao, Yuhong Li, Yao Chen, Jinjun Xiong, Wen-Mei W. Hwu, Deming Chen:
A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices. CoRR abs/1905.08369 (2019) - [i6]Xiaofan Zhang, Cong Hao, Haoming Lu, Jiachen Li, Yuhong Li, Yuchen Fan, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-Mei Hwu, Deming Chen:
SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection. CoRR abs/1906.10327 (2019) - [i5]Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-mei W. Hwu, Deming Chen:
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems. CoRR abs/1909.09709 (2019) - 2018
- [j7]Zhongyu Li, Xiaofan Zhang, Henning Müller, Shaoting Zhang:
Large-scale retrieval for medical image analytics: A comprehensive review. Medical Image Anal. 43: 66-84 (2018) - [c26]Yuhong Li, Xiaofan Zhang, Deming Chen:
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes. CVPR 2018: 1091-1100 - [c25]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg
, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhen-Hua Feng, Zhihui Wang, Zhiqun He:
The Sixth Visual Object Tracking VOT2018 Challenge Results. ECCV Workshops (1) 2018: 3-53 - [c24]Xiaofan Zhang, Junsong Wang, Chao Zhu, Yonghua Lin, Jinjun Xiong, Wen-Mei W. Hwu, Deming Chen:
AccDNN: An IP-Based DNN Generator for FPGAs. FCCM 2018: 210 - [c23]Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen:
Design Flow of Accelerating Hybrid Extremely Low Bit-Width Neural Network in Embedded FPGA. FPL 2018: 163-169 - [c22]Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen:
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs. ACM Great Lakes Symposium on VLSI 2018: 123-128 - [c21]Lifu Li, Xiaofan Zhang:
Capacity fading detection of rectangular LiFePO4 battery by tomographic image. I2MTC 2018: 1-5 - [c20]Xiaofan Zhang, Junsong Wang, Chao Zhu, Yonghua Lin, Jinjun Xiong, Wen-Mei W. Hwu, Deming Chen:
DNNBuilder: an automated tool for building high-performance DNN hardware accelerators for FPGAs. ICCAD 2018: 56 - [i4]Yuhong Li, Xiaofan Zhang, Deming Chen:
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes. CoRR abs/1802.10062 (2018) - [i3]Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen:
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs. CoRR abs/1803.09004 (2018) - [i2]Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen:
Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA. CoRR abs/1808.04311 (2018) - 2017
- [c19]Xiaofan Zhang, Xinheng Liu, Anand Ramachandran, Chuanhao Zhuge, Shibin Tang, Peng Ouyang, Zuofu Cheng, Kyle Rupnow, Deming Chen:
High-performance video content recognition with long-term recurrent convolutional network for FPGA. FPL 2017: 1-4 - [c18]Hai Peng, Xiaofan Zhang, Letian Huang:
An energy efficient approach for C4.5 algorithm using OpenCL design flow. FPT 2017: 144-151 - [c17]Xiaofan Zhang, Lifu Li:
Measurement of intake airflow in cylinder diesel engine by industrial computed tomography. I2MTC 2017: 1-6 - [c16]Xiaofan Zhang, Anand Ramachandran, Chuanhao Zhuge, Di He, Wei Zuo, Zuofu Cheng, Kyle Rupnow, Deming Chen:
Machine learning on FPGAs to face the IoT revolution. ICCAD 2017: 819-826 - [c15]Xiaofan Zhang, Anand Ramachandran, Chuanhao Zhuge, Di He, Wei Zuo, Zuofu Cheng, Kyle Rupnow, Deming Chen:
Machine learning on FPGAs to face the IoT revolution. ICCAD 2017: 894-901 - 2016
- [j6]Letian Huang, Xiaofan Zhang, Masoumeh Ebrahimi, Guangjun Li:
Tolerating transient illegal turn faults in NoCs. Microprocess. Microsystems 43: 104-115 (2016) - [j5]Letian Huang, Junshi Wang, Masoumeh Ebrahimi, Masoud Daneshtalab, Xiaofan Zhang, Guangjun Li, Axel Jantsch:
Non-Blocking Testing for Network-on-Chip. IEEE Trans. Computers 65(3): 679-692 (2016) - [j4]Xiaofan Zhang, Hang Dou, Tao Ju, Jun Xu, Shaoting Zhang:
Fusing Heterogeneous Features From Stacked Sparse Autoencoder for Histopathological Image Analysis. IEEE J. Biomed. Health Informatics 20(5): 1377-1383 (2016) - [c14]Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang:
Embedding Label Structures for Fine-Grained Feature Representation. CVPR 2016: 1114-1123 - 2015
- [j3]Xiaofan Zhang, Hu Yi, Wenwen Bai, Xin Tian:
Dynamic trajectory of multiple single-unit activity during working memory task in rats. Frontiers Comput. Neurosci. 9: 117 (2015) - [j2]Xiaofan Zhang, Fuyong Xing, Hai Su, Lin Yang, Shaoting Zhang:
High-throughput histopathological image analysis via robust cell segmentation and hashing. Medical Image Anal. 26(1): 306-315 (2015) - [j1]Xiaofan Zhang, Wei Liu, Murat Dundar, Sunil Badve, Shaoting Zhang:
Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval. IEEE Trans. Medical Imaging 34(2): 496-506 (2015) - [c13]Ming Luo, Xiaofan Zhang, Baohai Wu:
Damping support fixture for vibration suppression in milling of thin-walled casing. AIM 2015: 1346-1349 - [c12]Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang:
Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval. CVPR 2015: 5361-5368 - [c11]Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang:
Weighted Hashing with Multiple Cues for Cell-Level Analysis of Histopathological Images. IPMI 2015: 303-314 - [c10]Xiaofan Zhang, Hang Dou, Tao Ju, Shaoting Zhang:
Fusing heterogeneous features for the image-guided diagnosis of intraductal breast lesions. ISBI 2015: 1288-1291 - [c9]Andrew Brinker, Annika Fredrikson, Xiaofan Zhang, Richard Sourvenir, Shaoting Zhang:
Toward consistent cell segmentation: quality assessment of cell segments via appearance and geometry features. Medical Imaging: Digital Pathology 2015: 94200O - [c8]Xiaofan Zhang, Masoumeh Ebrahimi, Letian Huang, Guangjun Li, Axel Jantsch:
A Routing-Level Solution for Fault Detection, Masking, and Tolerance in NoCs. PDP 2015: 365-369 - [c7]Xiaofan Zhang, Masoumeh Ebrahimi, Letian Huang, Guangjun Li:
Fault-resilient routing unit in NoCs. SoCC 2015: 164-169 - [i1]Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang:
Embedding Label Structures for Fine-Grained Feature Representation. CoRR abs/1512.02895 (2015) - 2014
- [c6]Jingjing Liu, Shaoting Zhang, Wei Liu, Xiaofan Zhang, Dimitris N. Metaxas:
Scalable mammogram retrieval using Anchor Graph Hashing. ISBI 2014: 898-901 - [c5]Xiaofan Zhang, Wei Liu, Shaoting Zhang:
Mining histopathological images via hashing-based scalable image retrieval. ISBI 2014: 1111-1114 - [c4]Xiaofan Zhang, Lin Yang, Wei Liu, Hai Su, Shaoting Zhang:
Mining Histopathological Images via Composite Hashing and Online Learning. MICCAI (2) 2014: 479-486 - 2013
- [c3]Xu Liu, Zengchang Qin, Xiaofan Zhang, Tao Wan:
Color saliency model based on mean shift segmentation. ICASSP 2013: 2104-2108 - [c2]Xiaofan Zhang, Zengchang Qin, Xu Liu, Tao Wan:
What color is an object? VCIP 2013: 1-5 - 2011
- [c1]Wenjun Shi, Yuan Zhou, Zhihong Qian, Kecheng Shang, Xiaofan Zhang, Meng Li:
A Security Policy of WLAN Data Transmission Based on Logistic Chaotic Modulation. CMC 2011: 3-6
Coauthor Index
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