no code implementations • 3 Aug 2023 • Qi Wang, Yanghe Feng, Jincai Huang, Yiqin Lv, Zheng Xie, XiaoShan Gao
The concept of GenAI has been developed for decades.
1 code implementation • 28 Feb 2023 • Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin
Thus, in this paper, we propose FreeEagle, the first data-free backdoor detection method that can effectively detect complex backdoor attacks on deep neural networks, without relying on the access to any clean samples or samples with the trigger.
no code implementations • 12 Feb 2023 • Lujia Shen, Xuhong Zhang, Shouling Ji, Yuwen Pu, Chunpeng Ge, Xing Yang, Yanghe Feng
TextDefense differs from previous approaches, where it utilizes the target model for detection and thus is attack type agnostic.
no code implementations • 4 Nov 2022 • Jiehua Zhang, Xueyang Zhang, Zhuo Su, Zitong Yu, Yanghe Feng, Xin Lu, Matti Pietikäinen, Li Liu
For ViTs, DyBinaryCCT presents the superiority of the convolutional embedding layer in fully binarized ViTs and achieves 56. 1% on the ImageNet dataset, which is nearly 9% higher than the baseline.
2 code implementations • 9 Jul 2022 • Chongjie Si, Yuheng Jia, Ran Wang, Min-Ling Zhang, Yanghe Feng, Chongxiao Qu
Previous methods capture the high-order label correlations mainly by transforming the label matrix to a latent label space with low-rank matrix factorization.
no code implementations • 7 Dec 2021 • Xingxing Liang, Yang Ma, Yanghe Feng, Zhong Liu
In addition, by analyzing the heatmap of priority changes at various locations in the priority memory during training, we find that memory size and rollout length can have a significant impact on the distribution of trajectory priorities and, hence, on the performance of the algorithm.
no code implementations • 8 Oct 2021 • Jiehua Zhang, Zhuo Su, Yanghe Feng, Xin Lu, Matti Pietikäinen, Li Liu
The experimental results prove that our method is an effective and straightforward way to reduce information loss and enhance performance of BNNs.
1 code implementation • 16 Sep 2021 • Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lv, Yanghe Feng, Guihai Chen
We theoretically proved the convergence rate of FedSubAvg by deriving an upper bound under a new metric called the element-wise gradient norm.
no code implementations • 10 Dec 2020 • Mingxing Zhang, Zhengchun Zhou, Lanping Li, Zilong Liu, Meng Yang, Yanghe Feng
Sequences play an important role in many engineering applications and systems.
1 code implementation • 1 Nov 2020 • Jian Wen, Xuebo Zhang, Qingchen Bi, Zhangchao Pan, Yanghe Feng, Jing Yuan, Yongchun Fang
Local planning is one of the key technologies for mobile robots to achieve full autonomy and has been widely investigated.
Robotics
no code implementations • 30 Jul 2020 • Guangyin Jin, Zhexu Xi, Hengyu Sha, Yanghe Feng, Jincai Huang
Urban ride-hailing demand prediction is a crucial but challenging task for intelligent transportation system construction.
no code implementations • 24 Dec 2018 • Xingxing Liang, Qi. Wang, Yanghe Feng, Zhong Liu, Jincai Huang
Recent breakthroughs in Go play and strategic games have witnessed the great potential of reinforcement learning in intelligently scheduling in uncertain environment, but some bottlenecks are also encountered when we generalize this paradigm to universal complex tasks.