1 code implementation • 8 Jun 2023 • Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He
This paper introduces FedSecurity, an end-to-end benchmark designed to simulate adversarial attacks and corresponding defense mechanisms in Federated Learning (FL).
no code implementations • 4 Mar 2023 • Zijian Hu, Wei Ma
This study considers two representative control approaches: ramp metering for freeways and perimeter control for homogeneous urban roads, and we aim to develop a deep reinforcement learning (DRL)-based coordinated control framework for large-scale networks.
no code implementations • 11 Aug 2022 • Zijian Hu, Meng Jiang
We originally planned to employ existing models but realized that they processed a math word problem as a sequence or a homogeneous graph of tokens.
no code implementations • 4 Jul 2022 • Zijian Hu, Xiaoguang Gao, Kaifang Wan, Qianglong Wang, Yiwei Zhai
Unmanned aerial vehicles (UAVs) have been widely used in military warfare.
1 code implementation • 29 Oct 2021 • Zijian Hu, William H. K. Lam, S. C. Wong, Andy H. F. Chow, Wei Ma
The proposed framework consists of two major components: camera calibration and vehicle detection.
no code implementations • 29 Sep 2021 • Zhengyu Yang, Zijian Hu, Xuefeng Hu, Ram Nevatia
With both entropy and rank maximization, our method surpasses the state-of-the-art on CIFAR-10 and Mini-ImageNet under the standard linear evaluation protocol.
1 code implementation • CVPR 2021 • Zijian Hu, Zhengyu Yang, Xuefeng Hu, Ram Nevatia
Combining the Pair Loss with the techniques developed by the MixMatch family, our proposed SimPLE algorithm shows significant performance gains over previous algorithms on CIFAR-100 and Mini-ImageNet, and is on par with the state-of-the-art methods on CIFAR-10 and SVHN.
1 code implementation • 17 Apr 2018 • Li Si-Yao, Dongwei Ren, Furong Zhao, Zijian Hu, Junfeng Li, Qian Yin
Image deblurring, a. k. a.