Yuzhong Chen

Staff Research Scientist

Research areas: Deep Learning, Graph Learning, and Spatiotemporal Sequence Modeling

Yuzhong Chen, Visa Research scientist.

Publications

  1. Zhe Xu, Ruizhong Qiu, Yuzhong Chen, Huiyuan Chen, Xiran Fan, Menghai Pan, Zhichen Zeng, Mahashweta Das, Hanghang Tong , Discrete-state Continuous-time Diffusion for Graph Generation, Neural Information Processing Systems 2024 (NeuRIPS 2024)
  2. Yuchen Yan, Yuzhong Chen, Huiyuan Chen, Minghua Xu, Mahashweta Das, Hao Yang, Hanghang Tong, From trainable negative depth to edge heterophily in graphs, Neural Information Processing Systems 2023 (NeuRIPS 2023)
  3. Kwei-Herng Lai, Daochen Zha, Huiyuan Chen, Mangesh Bendre, Yuzhong Chen, Mahasweta Das, Hao Yang, Xia Hu, Tackling Diverse Minorities in Imbalanced Classification, International Conference on Information and Knowledge Management 2023 (CIKM 2023)
  4. Bo Dong, Yuhang Wu, Micheal Yeh, Yusan Lin, Yuzhong Chen, Hao Yang, Fei Wang, Wanxin Bai, Krupa Brahmkstri, Zhang Yimin, Chinna Kummitha, Verma Abhisar , Semi-supervised context discovery for peer-based anomaly detection in multi-layer networks, Information and Communications Security 2022 (ICICS 2022).
  5. Yu-Zhong Chen and Ying-Cheng Lai, Sparse dynamical Boltzmann machine for reconstructing complex networks with binary dynamics, Phys. Rev. E 97, 032317, 2018
  6. Yu-Zhong Chen and Ying-Cheng Lai, Universal estimator and approximator for complex networks, arXiv:1611.01849
  7. Yu-Zhong Chen, Le-Zhi Wang, Wen-Xu Wang, and Ying-Cheng Lai, Energy scaling and optimization in actual control of complex networks, Royal Society Open Science, 3, 160064, 2016
  8. Yu-Zhong Chen, Zi-Gang Huang, Hai-Feng Zhang, and Ying-Cheng Lai, Extreme events in multilayer, interdependent complex networks and control, Nature Scientific Reports 5, 17277, 2015
  9. Yu-Zhong Chen, Le-Zhi Wang, Wen-Xu Wang, and Ying-Cheng Lai, The paradox of controlling complex networks: control inputs versus energy consumption, arXiv: 1509.03196v1
  10. Yu-Zhong Chen, Zi-Gang Huang, Shouhuai Xu, and Ying-Cheng Lai, Spatiotemporal patterns and predictability of cyberattacks, PLoS ONE 10(5), e0124472, 2015
  11. Yu-Zhong Chen, Zi-Gang Huang, Ying-Cheng Lai, Controlling extreme events on complex networks, Nature Scientific Reports 4, 6121, 2014
  12. Yu-Zhong Chen and Ying-Cheng Lai, Optimizing cooperation on complex networks in the presence of failure, Phys. Rev. E 86, 045101(R), 2012
  13. Yu-Zhong Chen, Zi-Gang Huang, Sheng-Jun Wang, Yan Zhang, and Ying-Hai Wang, Diversity of rationality affects the evolution of cooperation, Phys. Rev. E 79, 055101(R), 2009
  14. Jun-Jie Jiang, Yu-Zhong Chen, Zi-Gang Huang, and Ying-Cheng Lai, Evolutionary hypergame dynamics, Phys. Rev. E 98, 042305, 2018
  15. Le-Zhi Wang, Yu-Zhong Chen, Wen-Xu Wang, and Ying-Cheng Lai, Physical controllability of complex networks, Nature Scientific Reports 7, 40198, 2017
  16. Robert G. Hawley, Yuzhong Chen, Irene Riz, and Chen Zeng, An Integrated Bioinformatics and Computational Biology Approach Identifies New BH3-Only Protein Candidates, The Open Biology Journal, 2012,5, 6-16
  17. Yan Zhang, Yu-Zhong Chen, and Ying-Hai Wang, Poincare section technique for a time-delayed semiconductor laser system, in proceedings of the 4th International Conference on Natural Computation, DOI 10.1109/ICNC.2008.146