| 2025 | ICCV | Dual-LVT: A Dual Attention Language-Vision Transformer for Tumor Segmentation. | Shiman Zhang, Songzhu Zheng, Ming Ma |
| 2025 | WACV | PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots. | Lingjie Yi, Tao Sun, Yikai Zhang, Songzhu Zheng, Weimin Lyu, Haibin Ling, Chao Chen |
| 2024 | NAACL | Task-Agnostic Detector for Insertion-Based Backdoor Attacks. | Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen |
| 2023 | EMNLP | Attention-Enhancing Backdoor Attacks Against BERT-based Models. | Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen |
| 2023 | ICLR | Learning to Segment from Noisy Annotations: A Spatial Correction Approach. | Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen |
| 2022 | AMIA | 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 |
| 2022 | NAACL | A Study of the Attention Abnormality in Trojaned BERTs. | Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen |
| 2021 | ICLR | Learning with Feature-Dependent Label Noise: A Progressive Approach. | Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen |
| 2020 | ICML | Error-Bounded Correction of Noisy Labels. | Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen |