Xien Liu
Assistant Professor
Works on medical natural language processing and medical knowledge reasoning.
Xien Liu's lab at Tsinghua works on medical imaging & healthcare AI, reasoning & agents and knowledge, QA & retrieval. 14 papers since 2023, 7 at top venues, mostly ICLR and NeurIPS. Applications close .
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 50%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 1 papers2026 · T1 1 · collecting
- 6 papers2025 · T1 5
- 6 papers2024 · T1 1
- 1 papers2023 · T1 0
T1 venuesOtherVenues: ICLR, NeurIPS, COLING, ICML, IJCAI
Research focuspaper titles that use each topic's words
- Knowledge, QA & retrieval6 papers
- Medical imaging & healthcare AI4 papers
- medical knowledge4 papers
- medical4 papers
- Reasoning & agents0 papers
Paper list
From DBLP.
20261 paper
20256 papers
- IEEE Trans. Geosci. Remote. Sens.Efficient Denoising of Ultrasonic Logging While Drilling Images: Multinoise Diffusion Denoising and Distillation (opens in a new tab)
- ICML (T1)Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving (opens in a new tab)
- NeurIPS (T1)FACT: Mitigating Inconsistent Hallucinations in LLMs via Fact-Driven Alternating Code-Text Training (opens in a new tab)
- NeurIPS (T1)Investigating and Mitigating Catastrophic Forgetting in Medical Knowledge Injection through Internal Knowledge Augmentation Learning (opens in a new tab)
- COLING (T1)LLM Sensitivity Evaluation Framework for Clinical Diagnosis (opens in a new tab)
- ICLR (T1)Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery (opens in a new tab)
20246 papers
- Appl. Soft Comput.A typical sample-driven learning framework for automatic disease diagnosis (opens in a new tab)
- BIBMData Augmentation Techniques for Chinese Disease Name Normalization (opens in a new tab)
- Complex Intell. Syst.Deeply integrating unsupervised semantics and syntax into heterogeneous graphs for inductive text classification (opens in a new tab)
- IEEE ACM Trans. Audio Speech Lang. Process.Graph-Based Cross-Granularity Message Passing on Knowledge-Intensive Text (opens in a new tab)
- IJCAI (T1)MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge (opens in a new tab)
- npj Digit. MedicineOptimising the paradigms of human AI collaborative clinical coding (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
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Your notes
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
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- DBLP
- Members
- Not collected
- Alumni
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