CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA. - Weimin Lyu; Sheng Huang; Abdul Rafae Khan; Shengqiang Zhang; Weiwei Sun 007; Jia Xu 004 (SemEval@NAACL-HLT, 2019)

Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with joint BERT-CRF Model. - Na Pang; Li Qian; Weimin Lyu; Jin-Dong Yang (BIRNDL@SIGIR, 2019)

Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with BERT-CRF Model. - Na Pang; Li Qian; Weimin Lyu; Jin-Dong Yang (CoRR, 2019)

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)

Using pretraining and text mining methods to automatically extract the chemical scientific data. - Na Pang; Li Qian; Weimin Lyu; Jin-Dong Yang (Data Technol. Appl., 2022)

Concurrent Execution Semantics for IEC 61499 Based Industrial Edge Applications. - Daisen Wei; Fan Yang; Weimin Lyu; Wenbin Dai (CASE, 2023)

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

Design Cloud-Edge Collaborated Batch Control Systems Based on Automatic Mapping IEC 61499 and ISA-88. - Jinbo Zhu; Zhimin Wang; Weimin Lyu; Wenbin Dai; Haiyan Wu (IECON, 2023)

Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction. - Yinan Liu; Xinyu Dong; Weimin Lyu; Richard N. Rosenthal; Rachel Wong; Tengfei Ma 001; Fusheng Wang 001 (CoRR, 2023)

An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction. - Xinyu Dong; Rachel Wong; Weimin Lyu; Kayley Abell-Hart; Jianyuan Deng; Janos G. Hajagos; Richard N. Rosenthal; Chao Chen 012; Fusheng Wang 001 (Artif. Intell. Medicine, 2023)

Smart cushion-based non-invasive mental fatigue assessment of construction equipment operators: A feasible study. - Lei Wang 192; Heng Li 001; Yizhi Yao; Dongliang Han; Changyuan Yu; Weimin Lyu; Haitao Wu (Adv. Eng. Informatics, 2023)

TrojVLM: Backdoor Attack Against Vision Language Models. - Weimin Lyu; Lu Pang 006; Tengfei Ma 001; Haibin Ling; Chao Chen 012 (ECCV (65), 2024)

Non-invasive Vital Signs Monitoring Based on Optical Fiber Mach-Zehnder Interferometer. - Yu Wang; Yaxi Yan; Weimin Lyu; Chao Lu; Lei Wei; Changyuan Yu (ICTON, 2024)

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)

BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records. - Weimin Lyu; Zexin Bi; Fusheng Wang 001; Chao Chen 012 (CoRR, 2024)

Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective. - Guimin Hu; Yi Xin; Weimin Lyu; Haojian Huang; Chang Sun; Zhihong Zhu; Lin Gui; Ruichu Cai (CoRR, 2024)

Long-Tailed Backdoor Attack Using Dynamic Data Augmentation Operations. - Lu Pang 006; Tao Sun 009; Weimin Lyu; Haibin Ling; Chao Chen 012 (CoRR, 2024)

ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Language. - Yuxin Wang 006; Xiaomeng Zhu 004; Weimin Lyu; Saeed Hassanpour; Soroush Vosoughi (CoRR, 2024)

Non-Contact Short-Term Heart Rate Variability Analysis Under Paced Respiration Based on a Robust Fiber Optic Sensor System. - Weimin Lyu; Weihao Yuan 002; Jianxun Yu; Qing Wang 059; Shuyang Chen; Jing Qin 001; Changyuan Yu (IEEE Trans. Instrum. Meas., 2024)

DEMA: A Deep Learning-Enabled Model for Non-Invasive Human Vital Signs Monitoring Based on Optical Fiber Sensing. - Qichang Zhang; Qing Wang 059; Weimin Lyu; Changyuan Yu (Sensors, 2024)

Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents. - Chaoran Chen; Bingsheng Yao; Ruishi Zou; Wenyue Hua; Weimin Lyu; Toby Jia-Jun Li; Dakuo Wang (ACL (Findings), 2025)

Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks. - Chenlu Wang; Weimin Lyu; Ritwik Banerjee (ACL (1), 2025)

Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks. - Zepu Wang; Xiaobo Ma; Huajie Yang; Weimin Lyu; Yang Liu 246; Peng Sun 007; Sharath Chandra Guntuku (ICASSP, 2025)

ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences. - Yuxin Wang 006; Xiaomeng Zhu 004; Weimin Lyu; Saeed Hassanpour; Soroush Vosoughi (ICLR, 2025)

Backdooring Vision-Language Models with Out-Of-Distribution Data. - Weimin Lyu; Jiachen Yao; Saumya Gupta; Lu Pang 006; Tao Sun 009; Lingjie Yi; Lijie Hu; Haibin Ling; Chao Chen 012 (ICLR, 2025)

Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions. - Lingjie Yi; Jiachen Yao; Weimin Lyu; Haibin Ling; Raphael Douady; Chao Chen 012 (ICLR, 2025)

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)

C2 ATTACK: Towards Representation Backdoor on CLIP via Concept Confusion. - Lijie Hu; Junchi Liao; Weimin Lyu; Shaopeng Fu; Tianhao Huang; Shu Yang 010; Guimin Hu; Di Wang 015 (CoRR, 2025)

OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation. - Ziyi Wang; Yuxuan Lu 003; Wenbo Li; Amirali Amini; Bo Sun; Yakov Bart; Weimin Lyu; Jiri Gesi; Tian Wang; Jing Huang; Yu Su; Upol Ehsan; et al. (CoRR, 2025)

Efficient Whole Slide Pathology VQA via Token Compression. - Weimin Lyu; Qingqiao Hu; Kehan Qi; Zhan Shi; Wentao Huang; Saumya Gupta; Chao Chen (CoRR, 2025)