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Ammunition Component Classification Using Deep Learning


Aug 26, 2022
Hadi Ghahremannezhad, Chengjun Liu, Hang Shi

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* In Machine Learning and Data Mining in Pattern Recognition, MLDM, pages 63--75, (2022), ibai publishing 
* Conference: International Conference on Machine Learning and Data Mining MLDM 2022 link: http://www.ibai-publishing.org/html/proceedings_2022/pdf/proceedings_mldm_2022.pdf ISBN: 978-3-942952-93-4 

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Real-Time Accident Detection in Traffic Surveillance Using Deep Learning


Aug 12, 2022
Hadi Ghahremannezhad, Hang Shi, Chengjun Liu

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* IEEE International Conference on Imaging Systems and Techniques (IST), pages 1-6, 2022 
* link to IEEE: https://ieeexplore.ieee.org/abstract/document/9827736 

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Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters


Nov 23, 2021
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu

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Persia: A Hybrid System Scaling Deep Learning Based Recommenders up to 100 Trillion Parameters


Nov 15, 2021
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu

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Smart Traffic Monitoring System using Computer Vision and Edge Computing


Sep 07, 2021
Guanxiong Liu, Hang Shi, Abbas Kiani, Abdallah Khreishah, Jo Young Lee, Nirwan Ansari, Chengjun Liu, Mustafa Yousef

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BAGUA: Scaling up Distributed Learning with System Relaxations


Jul 12, 2021
Shaoduo Gan, Xiangru Lian, Rui Wang, Jianbin Chang, Chengjun Liu, Hongmei Shi, Shengzhuo Zhang, Xianghong Li, Tengxu Sun, Jiawei Jiang, Binhang Yuan, Sen Yang, Ji Liu, Ce Zhang

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