Ruishan Liu
WiSE Gabilan Assistant Professor of Computer Science and Quantitative and Computational Biology
Develops machine learning for biomedicine, including cancer genomics and clinical trial data.
Ruishan Liu's lab at USC works on medical imaging & healthcare AI and genomics & computational biology. 14 papers since 2023, 6 at top venues, mostly NeurIPS and Bioinformatics. 7 PhD students. Applications close .
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 43%
- PhD students
- 7
- MS students
- 0
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 9 papers2026 · T1 4 · collecting
- 2 papers2025 · T1 0
- 2 papers2024 · T1 1
- 1 papers2023 · T1 1
T1 venuesOtherVenues: NeurIPS, Bioinformatics, Briefings in Bioinformatics, ICLR, ICML
Research focuspaper titles that use each topic's words
- Medical imaging & healthcare AI3 papers
- cancer3 papers
- Genomics & computational biology2 papers
- cancer genomics0 papers
- biomedicine0 papers
Paper list
From the lab homepage.
20269 papers
- Briefings in BioinformaticsBenchmarking computational methods for multi-omics biomarker discovery in cancer [PDF] (opens in a new tab)
- AACLBeyond Idealized Patients: Evaluating LLMs under Challenging Patient Behaviors in Medical Consultations [PDF] (opens in a new tab)
- ICLR (T1)Cancer-Myth: Evaluating AI Chatbot on Patient Questions with False Presuppositions [PDF] (opens in a new tab)
- NeurIPS (T1)Causal Survival Forests with Negative Controls [PDF] (opens in a new tab)
- ICLR . Oral PresentationCounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmark of Large Language Models in Mental Health Question Answering [PDF] [news] [news] (opens in a new tab)
- BioinformaticsmBatchNet: an interactive web server for diagnosis, correction, and benchmarking of batch effects in microbiome data [PDF] (opens in a new tab)
- ACL DemoMED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval [PDF] (opens in a new tab)
- NeurIPS (T1)MedExAgent: Training LLM Agents to Ask, Examine, and Diagnose in Noisy Clinical Environments [PDF] (opens in a new tab)
- MICCAI (T1)RadSLDP: Selective Local Differential Privacy for Radiology Vision-Language Models [PDF] (opens in a new tab)
20252 papers
- Journal of NeuroEngineering and RehabilitationCollaborative AI for precision neurorehabilitation: a roadmap [PDF] (opens in a new tab)
- Nucleic Acids ResearchMetaHiCNet: a web server for normalizing and visualizing microbial Hi-C interaction networks [PDF] (opens in a new tab)
20242 papers
- Nature Communications (T1)Characterizing mutation-treatment effects using clinico-genomics data of 78,287 patients with 20 types of cancers [PDF] (opens in a new tab)
- Cell Reports MedicineSystematic analysis of off-label and off-guideline cancer therapy usage in a real-world cohort of 165,912 US patients [PDF] (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to USCFall 2027
Computer Science PhD (Viterbi)
- Round
- Single round (Dec 15)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Confirmed on the program page.
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- Collected
- Verified
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- The lab homepage
- Members
- Lab homepage
- Alumni
- Not collected
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