| 2026 | ACL | OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation. | Ziyi Wang, Yuxuan Lu, Wenbo Li, Amirali Amini, Bo Sun, Yakov Bart, Weimin Lyu, Jiri Gesi, Tian Wang, Jing Huang, Yu Su, Upol Ehsan, Malihe Alikhani, Toby Jia-Jun Li, Lydia B. Chilton, Dakuo Wang |
| 2025 | ACL | 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 |
| 2025 | ACL | Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks. | Chenlu Wang, Weimin Lyu, Ritwik Banerjee |
| 2025 | ICASSP | Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks. | Zepu Wang, Xiaobo Ma, Huajie Yang, Weimin Lyu, Yang Liu, Peng Sun, Sharath Chandra Guntuku |
| 2025 | ICLR | ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences. | Yuxin Wang, Xiaomeng Zhu, Weimin Lyu, Saeed Hassanpour, Soroush Vosoughi |
| 2025 | ICLR | Backdooring Vision-Language Models with Out-Of-Distribution Data. | Weimin Lyu, Jiachen Yao, Saumya Gupta, Lu Pang, Tao Sun, Lingjie Yi, Lijie Hu, Haibin Ling, Chao Chen |
| 2025 | ICLR | Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions. | Lingjie Yi, Jiachen Yao, Weimin Lyu, Haibin Ling, Raphael Douady, Chao Chen |
| 2025 | ICML | Editable Concept Bottleneck Models. | Lijie Hu, Chenyang Ren, Zhengyu Hu, Hongbin Lin, Cheng-Long Wang, Zhen Tan, Weimin Lyu, Jingfeng Zhang, Hui Xiong, Di Wang |
| 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 | ECCV | TrojVLM: Backdoor Attack Against Vision Language Models. | Weimin Lyu, Lu Pang, Tengfei Ma, 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 | IECON | 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 |
| 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 |
| 2019 | SIGIR | 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 |