Songzhu Zheng

According to our database, Songzhu Zheng authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning to Abstain From Uninformative Data.

Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard, Pengxiang Wu, Anderson Schneider, Anant Raj, Yuriy Nevmyvaka, Chao Chen

Trans. Mach. Learn. Res., 2024

Task-Agnostic Detector for Insertion-Based Backdoor Attacks.

Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

2023

Learning to Segment from Noisy Annotations: A Spatial Correction Approach.

Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Attention-Enhancing Backdoor Attacks Against BERT-based Models.

Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

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

Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang, Chao Chen

CoRR, 2022

Attention Hijacking in Trojan Transformers.

Weimin Lyu, Songzhu Zheng, Tengfei Ma, Haibin Ling, Chao Chen

CoRR, 2022

A Study of the Attention Abnormality in Trojaned BERTs.

Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

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

Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen

Proceedings of the AMIA 2022, 2022

2021

Topological Detection of Trojaned Neural Networks.

Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning with Feature-Dependent Label Noise: A Progressive Approach.

Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

A Topological Filter for Learning with Label Noise.

Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Error-Bounded Correction of Noisy Labels.

Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

A movie customer satisfaction index model based on structural equation model.

Yan Wang, Jianping Chai, Mimi Zhang, Songzhu Zheng

Int. J. Arts Technol., 2019

2017

Measure audiences' satisfaction through user generated content-satisfaction research in motion picture industry.

Yan Wang, Jingjing Han, Songzhu Zheng

Int. J. Arts Technol., 2017