Measure audiences' satisfaction through user generated content-satisfaction research in motion picture industry. - Yan Wang; Jingjing Han; Songzhu Zheng (Int. J. Arts Technol., 2017)

A movie customer satisfaction index model based on structural equation model. - Yan Wang; Jianping Chai; Mimi Zhang; Songzhu Zheng (Int. J. Arts Technol., 2019)

Error-Bounded Correction of Noisy Labels. - Songzhu Zheng; Pengxiang Wu; Aman Goswami; Mayank Goswami 001; Dimitris N. Metaxas; Chao Chen 012 (ICML, 2020)

A Topological Filter for Learning with Label Noise. - Pengxiang Wu; Songzhu Zheng; Mayank Goswami 001; Dimitris N. Metaxas; Chao Chen 012 (NeurIPS, 2020)

Learning with Feature-Dependent Label Noise: A Progressive Approach. - Yikai Zhang 003; Songzhu Zheng; Pengxiang Wu; Mayank Goswami 001; Chao Chen 012 (ICLR, 2021)

Topological Detection of Trojaned Neural Networks. - Songzhu Zheng; Yikai Zhang 003; Hubert Wagner; Mayank Goswami 001; Chao Chen 012 (NeurIPS, 2021)

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 012 (AMIA, 2022)

A Study of the Attention Abnormality in Trojaned BERTs. - Weimin Lyu; Songzhu Zheng; Tengfei Ma 001; Chao Chen 012 (NAACL-HLT, 2022)

Attention Hijacking in Trojan Transformers. - Weimin Lyu; Songzhu Zheng; Tengfei Ma 001; Haibin Ling; Chao Chen 012 (CoRR, 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 001; Chao Chen 012 (CoRR, 2022)

Attention-Enhancing Backdoor Attacks Against BERT-based Models. - Weimin Lyu; Songzhu Zheng; Lu Pang 006; Haibin Ling; Chao Chen 012 (EMNLP (Findings), 2023)

Learning to Segment from Noisy Annotations: A Spatial Correction Approach. - Jiachen Yao; Yikai Zhang 003; Songzhu Zheng; Mayank Goswami 001; Prateek Prasanna; Chao Chen 012 (ICLR, 2023)

Task-Agnostic Detector for Insertion-Based Backdoor Attacks. - Weimin Lyu; Xiao Lin; Songzhu Zheng; Lu Pang 006; Haibin Ling; Susmit Jha; Chao Chen 012 (NAACL-HLT (Findings), 2024)

Learning to Abstain From Uninformative Data. - Yikai Zhang 003; Songzhu Zheng; Mina Dalirrooyfard; Pengxiang Wu; Anderson Schneider; Anant Raj; Yuriy Nevmyvaka; Chao Chen 012 (Trans. Mach. Learn. Res., 2024)

PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots. - Lingjie Yi; Tao Sun 009; Yikai Zhang 003; Songzhu Zheng; Weimin Lyu; Haibin Ling; Chao Chen 012 (WACV, 2025)

Reweighting Improves Conditional Risk Bounds. - Yikai Zhang 003; Jiahe Lin; Fengpei Li; Songzhu Zheng; Anant Raj; Anderson Schneider; Yuriy Nevmyvaka (Trans. Mach. Learn. Res., 2025)