Publications

[Google Scholar]

[By year][By topic]

2020

  • Minghong Fang, Neil Zhenqiang Gong, and Jia Liu. "Influence Function based Data Poisoning Attacks to Top-N Recommender Systems". In The Web Conference (TheWebConf), 2020. 
  • Jinyuan Jia*, Binghui Wang*, Xiaoyu Cao, and Neil Zhenqiang Gong. "Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing". In The Web Conference (TheWebConf), 2020. *Equal contribution
  • Jinyuan Jia, Xiaoyu Cao, Binghui Wang, and Neil Zhenqiang Gong. "Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing". In International Conference on Learning Representations (ICLR), 2020. Acceptance rate: 687/2594=26.5%.
  • Minghong Fang*, Xiaoyu Cao*, Jinyuan Jia, and Neil Zhenqiang Gong. "Local Model Poisoning Attacks to Byzantine-Robust Federated Learning". In USENIX Security Symposium, 2020. *Equal contribution 

2019

2018

2017

2016 

2015

2014

2012

Before 2012 (work done during my undergraduate study)