Songzhu Zheng

A Study of the Attention Abnormality in Trojaned BERTs

Weimin Lyu, Songzhu Zheng, Tengfei Ma et al. · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · 2022 · 45 citations · Full text

Error-Bounded Correction of Noisy Labels

Songzhu Zheng, Pengxiang Wu, Aman Goswami et al. · arXiv (Cornell University) · 2020 · 40 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction

Weimin Lyu, Xinyu Dong, Rachel Wong et al. · PubMed · 2022 · 35 citations · Full text

Structured Prediction, Engineering, Machine Learning +19

Attention-Enhancing Backdoor Attacks Against BERT-based Models

Weimin Lyu, Songzhu Zheng, Lu Pang et al. · 2023 · 33 citations · Full text

Artificial Intelligence, Abuse Detection, Engineering +16

Learning with Feature-Dependent Label Noise: A Progressive Approach

Yikai Zhang, Songzhu Zheng, Pengxiang Wu et al. · arXiv (Cornell University) · 2021 · 32 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +17