影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
54.64/100
前 6.6%
全站排名 #4,240
发表论文9 篇
平均评分
年均产出3.0 篇/年
Xien Liu
研究方向
Medical NLP · Large Language Model · medical natural language processing · graph neural network learning · Intelligent Healthcare · Medical Artificial Intelligence
34
Critic–Adviser–Reviser Cyclic Refinement: Towards High-Quality EMR Corpus Generation with LLMs
ICLR 2026Poster
二作18
LLMInertia: Investigating and Mitigating Large Language Models' Unfaithfulness to Input Evidence from a Cognitive Inertia Perspective
ICLR 2026Rejected
二作18
Enhancing the Medical Context-Awareness Ability of LLMs via Multifaceted Self-Refinement Learning
ICLR 2026Rejected
26
FACT: Mitigating Inconsistent Hallucinations in LLMs via Fact-Driven Alternating Code-Text Training
NeurIPS 2025Poster
通讯20
Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery
ICLR 2025Poster
二作23
Investigating and Mitigating Catastrophic Forgetting in Medical Knowledge Injection through Internal Knowledge Augmentation Learning
NeurIPS 2025Poster
二作11
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
ICML 2025Poster
二作20
Revisiting the Scaling Effects of LLMs on Medical Reasoning Capabilities
ICLR 2025Rejected
二作