no code implementations • 5 Dec 2021 • Zhenting Luan, Yuchi Wu, Shansuo Liang, Liping Zhang, Wei Han, Bo Bai
In this letter, we propose a novel tensor-based modulation scheme for massive unsourced random access.
no code implementations • NeurIPS 2021 • Benyuan Sun, Hongxing Huo, Yi Yang, Bo Bai
The superiority of our algorithm is proved by demonstrating the new state-of-the-art results on cross-domain federated classification and detection.
no code implementations • 29 Nov 2021 • Zhenting Luan, Zhenyu Ming, Yuchi Wu, Wei Han, Xiang Chen, Bo Bai, Liping Zhang
We also develop a novel subcarrier recovery method for the proposed model.
no code implementations • 5 Nov 2021 • Lingying Huang, Xiaomeng Chen, Wei Huo, Jiazheng Wang, Fan Zhang, Bo Bai, Ling Shi
In order to improve the speed of B&B algorithms, learning techniques have been introduced in this algorithm recently.
no code implementations • 29 Sep 2021 • Meng Qin, Chaorui Zhang, Bo Bai, Gong Zhang, Dit-yan Yeung
IGP is also a generic framework that can capture the permutation invariant partitioning ground-truth of historical snapshots in the offline training and tackle the online GP on graphs with non-fixed number of nodes and clusters.
1 code implementation • CVPR 2021 • Ze Cui, Jing Wang, Shangyin Gao, Tiansheng Guo, Yihui Feng, Bo Bai
With the development of deep learning techniques, the combination of deep learning with image compression has drawn lots of attention.
no code implementations • 5 Feb 2021 • Zhenyu Ming, Liping Zhang, Hao Wu, Yanwei Xu, Mayank Bakshi, Bo Bai, Gong Zhang
Our model can be divided into a series of subproblems, which only relate to the traffics in a certain individual time interval.
Optimization and Control
no code implementations • 4 Feb 2021 • Ting-Yi Wu, Yunghsiang S. Han, Zhengrui Li, Bo Bai, Gong Zhang, Liang Chen, Xiang Wu
Accessing the data in the failed disk (degraded read) with low latency is crucial for an erasure-coded storage system.
Information Theory Information Theory
no code implementations • 4 Mar 2020 • Ze Cui, Jing Wang, Bo Bai, Tiansheng Guo, Yihui Feng
In this paper, we propose a novel image compression framework G-VAE (Gained Variational Autoencoder), which could achieve continuously variable rate in a single model.
no code implementations • 26 Jan 2019 • Kai Lei, Meng Qin, Bo Bai, Gong Zhang, Min Yang
Different from conventional techniques of temporal link prediction that ignore the potential non-linear characteristics and the informative link weights in the dynamic network, we introduce a novel non-linear model GCN-GAN to tackle the challenging temporal link prediction task of weighted dynamic networks.