Songzhu Zheng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Customer Satisfaction

Core Competence

Top Venues

Int. J. Arts Technol.

Publications

Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen
Task-Agnostic Detector for Insertion-Based Backdoor Attacks. CoRR (2024)
Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard, Pengxiang Wu, Anderson Schneider, Anant Raj, Yuriy Nevmyvaka, Chao Chen
Learning to Abstain From Uninformative Data. Trans. Mach. Learn. Res. 2024 (2024)
Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen
Learning to Segment from Noisy Annotations: A Spatial Correction Approach. ICLR (2023)
Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen
Attention-Enhancing Backdoor Attacks Against BERT-based Models. EMNLP (Findings) (2023)
Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen
Attention-Enhancing Backdoor Attacks Against BERT-based Models. CoRR (2023)
Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen
Learning to Segment from Noisy Annotations: A Spatial Correction Approach. CoRR (2023)
Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard, Pengxiang Wu, Anderson Schneider, Anant Raj, Yuriy Nevmyvaka, Chao Chen
Learning to Abstain From Uninformative Data. CoRR (2023)
Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen
A Study of the Attention Abnormality in Trojaned BERTs. NAACL-HLT (2022)
Weimin Lyu, Songzhu Zheng, Tengfei Ma, Haibin Ling, Chao Chen
Attention Hijacking in Trojan Transformers. CoRR (2022)
Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. AMIA (2022)
Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang, Chao Chen
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. CoRR (2022)
Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen
A Study of the Attention Abnormality in Trojaned BERTs. CoRR (2022)
Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen
Learning with Feature-Dependent Label Noise: A Progressive Approach. ICLR (2021)
Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen
Learning with Feature-Dependent Label Noise: A Progressive Approach. CoRR (2021)
Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen
Topological Detection of Trojaned Neural Networks. NeurIPS (2021)
Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen
Topological Detection of Trojaned Neural Networks. CoRR (2021)
Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
Error-Bounded Correction of Noisy Labels. ICML (2020)
Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
A Topological Filter for Learning with Label Noise. NeurIPS (2020)
Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
Error-Bounded Correction of Noisy Labels. CoRR (2020)
Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
A Topological Filter for Learning with Label Noise. CoRR (2020)
Yan Wang, Jianping Chai, Mimi Zhang, Songzhu Zheng
A movie customer satisfaction index model based on structural equation model. Int. J. Arts Technol. 11 (2) (2019)
Yan Wang, Jingjing Han, Songzhu Zheng
Measure audiences' satisfaction through user generated content-satisfaction research in motion picture industry. Int. J. Arts Technol. 10 (4) (2017)