Songzhu Zheng - RankMe

27 papers A* 5A 1Misc 1Journal 16Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Dual-LVT: A Dual Attention Language-Vision Transformer for Tumor Segmentation. ICCVW Shiman Zhang, Songzhu Zheng, Ming Ma
2025	A	`conf`	PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots. WACV Lingjie Yi, Tao Sun, Yikai Zhang, Songzhu Zheng, Weimin Lyu, Haibin Ling, Chao Chen
2025	J	`jnl`	Reweighting Improves Conditional Risk Bounds. CoRR Yikai Zhang, Jiahe Lin, Fengpei Li, Songzhu Zheng, Anant Raj, Anderson Schneider, Yuriy Nevmyvaka
2025	J	`jnl`	Reweighting Improves Conditional Risk Bounds. Trans. Mach. Learn. Res. Yikai Zhang, Jiahe Lin, Fengpei Li, Songzhu Zheng, Anant Raj, Anderson Schneider, Yuriy Nevmyvaka
2024	J	`jnl`	Learning to Abstain From Uninformative Data. Trans. Mach. Learn. Res. Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard, Pengxiang Wu, Anderson Schneider, Anant Raj, Yuriy Nevmyvaka, Chao Chen
2024	—	`conf`	Task-Agnostic Detector for Insertion-Based Backdoor Attacks. NAACL-HLT (Findings) Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen
2024	J	`jnl`	Task-Agnostic Detector for Insertion-Based Backdoor Attacks. CoRR Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen
2023	—	`conf`	Attention-Enhancing Backdoor Attacks Against BERT-based Models. EMNLP (Findings) Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen
2023	J	`jnl`	Attention-Enhancing Backdoor Attacks Against BERT-based Models. CoRR Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen
2023	J	`jnl`	Learning to Abstain From Uninformative Data. CoRR Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard, Pengxiang Wu, Anderson Schneider, Anant Raj, Yuriy Nevmyvaka, Chao Chen
2023	A*	`conf`	Learning to Segment from Noisy Annotations: A Spatial Correction Approach. ICLR Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen
2023	J	`jnl`	Learning to Segment from Noisy Annotations: A Spatial Correction Approach. CoRR Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen
2022	Misc	`conf`	A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. AMIA Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen
2022	J	`jnl`	A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. CoRR Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang, Chao Chen
2022	—	`conf`	A Study of the Attention Abnormality in Trojaned BERTs. NAACL-HLT Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen
2022	J	`jnl`	A Study of the Attention Abnormality in Trojaned BERTs. CoRR Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen
2022	J	`jnl`	Attention Hijacking in Trojan Transformers. CoRR Weimin Lyu, Songzhu Zheng, Tengfei Ma, Haibin Ling, Chao Chen
2021	A*	`conf`	Learning with Feature-Dependent Label Noise: A Progressive Approach. ICLR Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen
2021	J	`jnl`	Learning with Feature-Dependent Label Noise: A Progressive Approach. CoRR Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen
2021	A*	`conf`	Topological Detection of Trojaned Neural Networks. NeurIPS Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen
2021	J	`jnl`	Topological Detection of Trojaned Neural Networks. CoRR Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen
2020	A*	`conf`	A Topological Filter for Learning with Label Noise. NeurIPS Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
2020	J	`jnl`	A Topological Filter for Learning with Label Noise. CoRR Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
2020	A*	`conf`	Error-Bounded Correction of Noisy Labels. ICML Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
2020	J	`jnl`	Error-Bounded Correction of Noisy Labels. CoRR Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
2019	J	`jnl`	A movie customer satisfaction index model based on structural equation model. Int. J. Arts Technol. Yan Wang, Jianping Chai, Mimi Zhang, Songzhu Zheng
2017	J	`jnl`	Measure audiences' satisfaction through user generated content-satisfaction research in motion picture industry. Int. J. Arts Technol. Yan Wang, Jingjing Han, Songzhu Zheng