Liu, Xien

8 publications

ICML 2025 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

NeurIPS 2025 FACT: Mitigating Inconsistent Hallucinations in LLMs via Fact-Driven Alternating Code-Text Training Xinxin You, Qixin Sun, Chenwei Yan, Xiao Zhang, Chen Ning, Xiangling Fu, Si Liu, Guoping Hu, Shijin Wang, Ji Wu, Xien Liu

NeurIPS 2025 Investigating and Mitigating Catastrophic Forgetting in Medical Knowledge Injection Through Internal Knowledge Augmentation Learning Yuxuan Zhou, Xien Liu, Xiao Zhang, Chen Ning, Shijin Wang, Guoping Hu, Ji Wu

ICLR 2025 Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery Yuxuan Zhou, Xien Liu, Chen Ning, Xiao Zhang, Ji Wu

IJCAI 2024 MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge Yuxuan Zhou, Xien Liu, Chen Ning, Ji Wu

AAAI 2020 Tensor Graph Convolutional Networks for Text Classification Xien Liu, Xinxin You, Xiao Zhang, Ji Wu, Ping Lv

AAAI 2019 Exploiting Sentence Embedding for Medical Question Answering Yu Hao, Xien Liu, Ji Wu, Ping Lv

AAAI 2018 Medical Exam Question Answering with Large-Scale Reading Comprehension Xiao Zhang, Ji Wu, Zhiyang He, Xien Liu, Ying Su