Weimin Lyu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Transfer Learning

Scientific Data

Top Venues

Artif. Intell. Medicine

Data Technol. Appl.

Publications

Weimin Lyu, Zexin Bi, Fusheng Wang, Chao Chen
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records. CoRR (2024)
Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen
Task-Agnostic Detector for Insertion-Based Backdoor Attacks. CoRR (2024)
Qichang Zhang, Qing Wang, Weimin Lyu, Changyuan Yu
DEMA: A Deep Learning-Enabled Model for Non-Invasive Human Vital Signs Monitoring Based on Optical Fiber Sensing. Sensors 24 (9) (2024)
Weimin Lyu, Weihao Yuan, Jianxun Yu, Qing Wang, Shuyang Chen, Jing Qin, Changyuan Yu
Non-Contact Short-Term Heart Rate Variability Analysis Under Paced Respiration Based on a Robust Fiber Optic Sensor System. IEEE Trans. Instrum. Meas. 73 (2024)
Daisen Wei, Fan Yang, Weimin Lyu, Wenbin Dai
Concurrent Execution Semantics for IEC 61499 Based Industrial Edge Applications. CASE (2023)
Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen
Attention-Enhancing Backdoor Attacks Against BERT-based Models. EMNLP (Findings) (2023)
Yinan Liu, Xinyu Dong, Weimin Lyu, Richard N. Rosenthal, Rachel Wong, Tengfei Ma, Fusheng Wang
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction. CoRR (2023)
Xinyu Dong, Rachel Wong, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Janos G. Hajagos, Richard N. Rosenthal, Chao Chen, Fusheng Wang
An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction. Artif. Intell. Medicine 135 (2023)
Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen
Attention-Enhancing Backdoor Attacks Against BERT-based Models. CoRR (2023)
Jinbo Zhu, Zhimin Wang, Weimin Lyu, Wenbin Dai, Haiyan Wu
Design Cloud-Edge Collaborated Batch Control Systems Based on Automatic Mapping IEC 61499 and ISA-88. IECON (2023)
Lei Wang, Heng Li, Yizhi Yao, Dongliang Han, Changyuan Yu, Weimin Lyu, Haitao Wu
Smart cushion-based non-invasive mental fatigue assessment of construction equipment operators: A feasible study. Adv. Eng. Informatics 58 (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)
Na Pang, Li Qian, Weimin Lyu, Jin-Dong Yang
Using pretraining and text mining methods to automatically extract the chemical scientific data. Data Technol. Appl. 56 (2) (2022)
Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen
A Study of the Attention Abnormality in Trojaned BERTs. CoRR (2022)
Weimin Lyu, Sheng Huang, Abdul Rafae Khan, Shengqiang Zhang, Weiwei Sun, Jia Xu
CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA. SemEval@NAACL-HLT (2019)
Na Pang, Li Qian, Weimin Lyu, Jin-Dong Yang
Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with BERT-CRF Model. CoRR (2019)
Na Pang, Li Qian, Weimin Lyu, Jin-Dong Yang
Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with joint BERT-CRF Model. BIRNDL@SIGIR (2019)