| 2025 | COLING | LLM Sensitivity Evaluation Framework for Clinical Diagnosis. | Chenwei Yan, Xiangling Fu, Yuxuan Xiong, Tianyi Wang, Siu Cheung Hui, Ji Wu, Xien Liu |
| 2025 | ICLR | Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery. | Yuxuan Zhou, Xien Liu, Chen Ning, Xiao Zhang, Ji Wu |
| 2025 | ICML | Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving. | Yuxuan Zhou, Xien Liu, Chenwei Yan, Chen Ning, Xiao Zhang, Boxun Li, Xiangling Fu, Shijin Wang, Guoping Hu, Yu Wang, Ji Wu |
| 2024 | IJCAI | MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge. | Yuxuan Zhou, Xien Liu, Chen Ning, Ji Wu |
| 2022 | ACL | Table-based Fact Verification with Self-adaptive Mixture of Experts. | Yuxuan Zhou, Xien Liu, Kaiyin Zhou, Ji Wu |
| 2021 | ICANN | Multi-features-Based Automatic Clinical Coding for Chinese ICD-9-CM-3. | Yue Gao, Xiangling Fu, Xien Liu, Ji Wu |
| 2020 | AAAI | Tensor Graph Convolutional Networks for Text Classification. | Xien Liu, Xinxin You, Xiao Zhang, Ji Wu, Ping Lv |
| 2019 | AAAI | Exploiting Sentence Embedding for Medical Question Answering. | Yu Hao, Xien Liu, Ji Wu, Ping Lv |
| 2018 | AAAI | Automatic Sign Detection with Application to an Assistive Robot. | Amlaan Shakeel, Peining Che, Xien Liu, Yamuna Rajesekhar, John C. Femiani |
| 2018 | AAAI | Medical Exam Question Answering with Large-scale Reading Comprehension. | Xiao Zhang, Ji Wu, Zhiyang He, Xien Liu, Ying Su |
| 2016 | ACL | Hidden Softmax Sequence Model for Dialogue Structure Analysis. | Zhiyang He, Xien Liu, Ping Lv, Ji Wu |