Publications

Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen (2021). Topological Detection of Trojaned Neural Networks. NeurIPS.

Yikai Zhang+, Songzhu Zheng+, Pengxiang Wu+, Mayank Goswami, Chao Chen (2021). (Spotlight, +equalcontribution) Learning with Feature Dependent Label Noise: a Progressive Approach. ICLR.

Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris Metaxas, Chao Chen (2020). Error-Bounded Correction of Noisy Labels. ICML.

PDF Code Slides

Pengxiang Wu+, Songzhu Zheng+, Mayank Goswami, Dimitris Metaxas, Chao Chen (2020). (+equal contribution) A Topological Filter for Learning with Label Noise. NeurIPS.