Chao Li (李超)

Chao Li (李超)

PhD candidate of The Department of Electronic Engineering at Xidian University

Chao Li 李超

Chao Li received his Ph.D. degree in School of Electronic Engineering at Xidian University co-supervised by Prof. Wei Liu and Prof. Cheng Deng in 12/2020. From 2019 to 2021, he was a Visiting Student at University of Pittsburgh with Prof. Heng Huang. Currently, he joined JD.com and was selected as a Doctor Management Trainee (DMT) in 03/2021. His research interest is in the analysis and practice of Multi-modal data, including deep learning, adversarial learning, and hashing.

News

  • July 23, 2021, one paper was accepted to ICCV2021 (25.9% acceptance rate).
  • May 16, 2020, one paper was accepted to KDD2020 (~17% acceptance rate).
  • Dec. 31, 2019, one paper was accepted to IEEE Trans. Image Processing.
  • Sep. 04, 2019, one paper was accepted to NeurIPS2019 (~21% acceptance rate).

Recent Publications

Journal

4. D Xie, C Deng, Chao Li, X. Liu, D. Tao, Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval, IEEE Trans. Image Process., 2019.(IF=6.790)

3. C. Deng, Y. Xue, X. Liu, Chao Li, and D. Tao, Active Transfer Learning Network: A Unified Deep Joint Spectral–Spatial Feature Learning Model for Hyperspectral Image Classification, IEEE Trans. Geosci. Remote Sens., 2018.(IF17=4.662)

2. E. Yang, C. Deng, Chao Li, W. Liu, et al, Shared Predictive Cross-Modal Deep Quantization, IEEE Trans. Neural Netw. Learn. Syst., 2018. (IF17=7.982)

1. C. Deng, X. Liu, Chao Li, and D. Tao, Active Multi-kernel Domain Adaptation for Hyperspectral Image Classification, Pattern Recognition, 2017. (IF17=3.962)

Conference

8. Chao Li, S. Gao, C. Deng, W. Liu, and H. Huang, Adversarial Attack on Deep Cross-Modal Hamming Retrieval, In International Conference on Computer Vision (ICCV), 2021.

7. Chao Li, H. Tang, C. Deng, L. Zhan, and W. Liu, Vulnerability vs. Reliability: Disentangled Adversarial Examples for Cross-Modal Learning, In 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020.

6. Chao Li, C. Deng, S. Gao, D. Xie, and W. Liu, Cross-Modal Learning with Adversarial Samples, In Annual Conference on Neural Information Processing Systems (NeurIPS), 2019.

5. R. Xu, Chao Li, J. Yan, C. Deng, X. Liu, Graph Convolutional Network Hashing for Cross-Modal Retrieval, In International Joint Conference on Artificial Intelligence (IJCAI), 2019. [paper]

4. Chao Li, C. Deng, L. Wang, D. Xie, and X. Liu, Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval, In 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. [paper]

3. D. Xie, C. Deng, H. Wang, Chao Li, and D. Tao, Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification, In 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. [paper]

2. N. Li, Chao Li, C. Deng, X. Liu, and X. Gao, Deep Joint Semantic-Embedding Hashing, In International Joint Conference on Artificial Intelligence (IJCAI), 2018. [paper]

1. Chao Li, C. Deng, N. Li, W. Liu, X. Gao, and D. Tao, Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval, In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [paper] [code]

Professional Services:

  • Journal reviewer:
    Neurocomputing
    IEEE Transactions on Circuits and Systems for Video Technology
    IEEE Transactions on Neural Networks and Learning Systems
    IEEE Transactions on Pattern Analysis and Machine Intelligence

  • Conference Senior Program Committee Members:
    The AAAI Conference on Artificial Intelligence (AAAI’ 2022)

  • Conference Program Committee Members:
    IEEE International Conference on Machine Learning (ICML’ 2021 2022)
    IEEE Conference on Learning Representation (ICLR’ 2022)
    IEEE IEEE Conference on Computer Vision and Pattern Recognition (CVPR’ 2019 2020 2021 2022)
    The International Conference on Computer Vision (ICCV’ 2019 2021)
    European Conference on Computer Vision (ECCV’ 2020)
    The AAAI Conference on Artificial Intelligence (AAAI’ 2019 2020 2021)
    The International Joint Conference on Artificial Intelligence (IJCAI’ 2019 2020 2021)

Friends

Jie Xu (Cornell University)
Erkun Yang (University of North Carolina at Chapel Hill)
Hao Wang (Xidian Unversity)
De Xie (Xidian Unversity)
Zhiyuan Dang (Xidian Unversity)
Jiexi Yan (Xidian Unversity)