Shutao Xia

发表

Adversarial Attack on Deep Product Quantization Network for Image Retrieval

Bin Chen, Tao Dai, Yan Feng, 2020, AAAI.

Alpha Discovery Neural Network based on Prior Knowledge pdf

Yong Jiang, Shutao Xia, Jie Fang, 2019, ArXiv.

Towards A Category-extended Object Detector without Relabeling or Conflicts pdf

Chen Chen, Shutao Xia, Xi Xiao, 2020, ArXiv.

Maintaining Discrimination and Fairness in Class Incremental Learning

Shutao Xia, Xi Xiao, Guojun Gan, 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

CG-ATTACK: Modeling the Conditional Distribution of Adversarial Perturbations to Boost Black-Box Attack.

Baoyuan Wu, Li Liu, Shutao Xia, 2020 .

Multinomial Random Forest: Toward Consistency and Privacy-Preservation

Jiawang Bai, Yiming Li, Yong Jiang, 2019 .

Efficient Black-Box Adversarial Attack Guided by the Distribution of Adversarial Perturbations pdf

Baoyuan Wu, Shutao Xia, Zhifeng Li, 2020, ArXiv.

Automatic financial feature construction based on neural network

Yong Jiang, Shutao Xia, Jie Fang, 2019 .

Prior Knowledge Neural Network for Automatic Feature Construction in Financial Time Series pdf

Yong Jiang, Shutao Xia, Jie Fang, 2019, ArXiv.

SAM: Self-Attention based Deep Learning Method for Online Traffic Classification

Qing Li, Tao Dai, Yong Jiang, 2020, NetAI@SIGCOMM.

Automatic Financial Feature Construction

Yong Jiang, Shutao Xia, Jie Fang, 2019 .

Alpha Discovery Neural Network, the Special Fountain of Financial Trading Signals

Yong Jiang, Shutao Xia, Jie Fang, 2019 .

An Evidence Clustering DSmT Approximate Reasoning Method Based for More Than Two Sources

Shutao Xia, Haipeng Wang, Qiang Guo, 2017 .

A Scalable, High-Performance, and Fault-Tolerant Network Architecture for Distributed Machine Learning

Shutao Xia, Jianping Wu, Shuai Wang, 2020, IEEE/ACM Transactions on Networking.

Toward Adversarial Robustness via Semi-supervised Robust Training pdf

Baoyuan Wu, Yiming Li, Yong Jiang, 2020, ArXiv.

SDCN: Sparsity and Diversity Driven Correlation Networks for Traffic Demand Forecasting

Shutao Xia, Xue Yang, Xiaohu Tang, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Neural network-based automatic factor construction

Yong Jiang, Shutao Xia, Jie Fang, 2020, Quantitative Finance.

CNN-MHSA: A Convolutional Neural Network and multi-head self-attention combined approach for detecting phishing websites

Yong Jiang, Shutao Xia, Xi Xiao, 2020, Neural Networks.

Rethinking the Trigger of Backdoor Attack pdf

Baoyuan Wu, Yiming Li, Yong Jiang, 2020, ArXiv.