Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Haoyi Xiong

From Distributed Machine Learning to Federated Learning: A Survey


Apr 29, 2021
Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou

* 31 pages, 8 figures 

  Access Paper or Ask Questions

SMILE: Self-Distilled MIxup for Efficient Transfer LEarning


Mar 25, 2021
Xingjian Li, Haoyi Xiong, Chengzhong Xu, Dejing Dou


  Access Paper or Ask Questions

Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond


Mar 19, 2021
Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou


  Access Paper or Ask Questions

C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak


Jan 27, 2021
Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou

* 12 pages, accepted by AAAI 2021, appendix is included 

  Access Paper or Ask Questions

Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction


Dec 17, 2020
Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou


  Access Paper or Ask Questions

Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement


Oct 16, 2020
Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Zhi Ye, Zhipeng Wang, Chengzhong Xu, Dejing Dou


  Access Paper or Ask Questions

XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain Mixup


Jul 20, 2020
Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou


  Access Paper or Ask Questions

Generating Person Images with Appearance-aware Pose Stylizer


Jul 17, 2020
Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou

* Appearing at IJCAI 2020. The code is available at https://github.com/siyuhuang/PoseStylizer 

  Access Paper or Ask Questions

RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr


Jul 07, 2020
Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou

* Accepted by ICML'2020 

  Access Paper or Ask Questions

COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization


Apr 26, 2020
Xingjian Li, Haoyi Xiong, Haozhe An, Dejing Dou, Chengzhong Xu


  Access Paper or Ask Questions

Parameter-Free Style Projection for Arbitrary Style Transfer


Mar 17, 2020
Siyu Huang, Haoyi Xiong, Tianyang Wang, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou

* 9 pages, 12 figures 

  Access Paper or Ask Questions

Curriculum Audiovisual Learning


Jan 26, 2020
Di Hu, Zheng Wang, Haoyi Xiong, Dong Wang, Feiping Nie, Dejing Dou


  Access Paper or Ask Questions

Ultrafast Photorealistic Style Transfer via Neural Architecture Search


Dec 05, 2019
Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo


  Access Paper or Ask Questions

SecureGBM: Secure Multi-Party Gradient Boosting


Nov 27, 2019
Zhi Fengy, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu, Jun Huan

* The first two authors contributed equally to the manuscript. The paper has been accepted for publication in IEEE BigData 2019 

  Access Paper or Ask Questions

Towards Making Deep Transfer Learning Never Hurt


Nov 18, 2019
Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan

* accapted as long paper at the 19th IEEE International Conference on Data Mining, 2019 
* 10 pages 

  Access Paper or Ask Questions

Fast Universal Style Transfer for Artistic and Photorealistic Rendering


Jul 06, 2019
Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, Jinwen Ma


  Access Paper or Ask Questions

The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation


Jun 18, 2019
Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Zhanxing Zhu


  Access Paper or Ask Questions

StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks


Jun 06, 2019
Jie An, Haoyi Xiong, Jinwen Ma, Jiebo Luo, Jun Huan


  Access Paper or Ask Questions

DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks


Jan 26, 2019
Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan

* Accepted at ICLR 2019 

  Access Paper or Ask Questions

Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent


Jan 18, 2019
Wenqing Hu, Zhanxing Zhu, Haoyi Xiong, Jun Huan

* first and preliminary version 

  Access Paper or Ask Questions

CSWA: Aggregation-Free Spatial-Temporal Community Sensing


Nov 15, 2017
Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das

* This paper has been accepted by AAAI 2018. First two authors are equally contributed 

  Access Paper or Ask Questions

FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification


Apr 25, 2017
Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo


  Access Paper or Ask Questions

Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis


Oct 19, 2016
Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes


  Access Paper or Ask Questions

CT-Mapper: Mapping Sparse Multimodal Cellular Trajectories using a Multilayer Transportation Network


Apr 22, 2016
Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim El-Yacoubi

* Under revision in Computer Communication Journal 

  Access Paper or Ask Questions