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Journal Articles
- 2024
[j3]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)- 2019
- [j2]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): 165-177 (2019) - 2017
- [j1]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): 285-300 (2017)
Conference and Workshop Papers
- 2024
- [c9]Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen:
Task-Agnostic Detector for Insertion-Based Backdoor Attacks. NAACL-HLT (Findings) 2024: 2808-2822 - 2023
- [c8]Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen:
Attention-Enhancing Backdoor Attacks Against BERT-based Models. EMNLP (Findings) 2023: 10672-10690 - [c7]Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen:
Learning to Segment from Noisy Annotations: A Spatial Correction Approach. ICLR 2023 - 2022
- [c6]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 - [c5]Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen:
A Study of the Attention Abnormality in Trojaned BERTs. NAACL-HLT 2022: 4727-4741 - 2021
- [c4]Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen:
Learning with Feature-Dependent Label Noise: A Progressive Approach. ICLR 2021 - [c3]Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen:
Topological Detection of Trojaned Neural Networks. NeurIPS 2021: 17258-17272 - 2020
- [c2]Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen:
Error-Bounded Correction of Noisy Labels. ICML 2020: 11447-11457 - [c1]Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen:
A Topological Filter for Learning with Label Noise. NeurIPS 2020
Informal and Other Publications
- 2024
- [i11]Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen:
Task-Agnostic Detector for Insertion-Based Backdoor Attacks. CoRR abs/2403.17155 (2024) - 2023
- [i10]Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen:
Learning to Segment from Noisy Annotations: A Spatial Correction Approach. CoRR abs/2308.02498 (2023) - [i9]Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard, Pengxiang Wu, Anderson Schneider, Anant Raj, Yuriy Nevmyvaka, Chao Chen:
Learning to Abstain From Uninformative Data. CoRR abs/2309.14240 (2023) - [i8]Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen:
Attention-Enhancing Backdoor Attacks Against BERT-based Models. CoRR abs/2310.14480 (2023) - 2022
- [i7]Weimin Lyu, Songzhu Zheng, Tengfei Ma
, Chao Chen:
A Study of the Attention Abnormality in Trojaned BERTs. CoRR abs/2205.08305 (2022) - [i6]Weimin Lyu, Songzhu Zheng, Tengfei Ma, Haibin Ling, Chao Chen:
Attention Hijacking in Trojan Transformers. CoRR abs/2208.04946 (2022) - [i5]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 abs/2208.10240 (2022) - 2021
- [i4]Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen:
Learning with Feature-Dependent Label Noise: A Progressive Approach. CoRR abs/2103.07756 (2021) - [i3]Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen:
Topological Detection of Trojaned Neural Networks. CoRR abs/2106.06469 (2021) - 2020
- [i2]Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen:
Error-Bounded Correction of Noisy Labels. CoRR abs/2011.10077 (2020) - [i1]Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen:
A Topological Filter for Learning with Label Noise. CoRR abs/2012.04835 (2020)
Coauthor Index
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