Difference between revisions of "Seminar Fall 2025"

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(Created page with "{| align="right" | __TOC__ |} * '''Theme: AI for Health''' * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] * '''Semester''': '''Fall 2025''' * '''Time'...")
 
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* '''Theme: AI for Health'''
 
* '''Theme: AI for Health'''
 
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
 
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
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* '''Semester''': '''Fall 2025'''
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* '''Semester''': '''Spring 2026'''
 
* '''Time''': Wednesday at 8:30 am
 
* '''Time''': Wednesday at 8:30 am
 
* '''Location''': McKelvey 1020
 
* '''Location''': McKelvey 1020
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=== ---Sep 3 ---===
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=== ---Jan 14 ---===
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Daoyi
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Liuyi
  
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Explainable AI in Healthcare
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GLOSS: Group of LLMs for Open-ended Sensemaking of Passive Sensing Data for Health and Wellbeing
  
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=== ---Sep 10 ---===
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=== ---Jan 21 ---===
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Claire
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Ben
  
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Generative Medical Event Models Improve with Scale https://arxiv.org/abs/2508.12104
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=== ---Jan 28 ---===
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Patrick
  
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=== ---Sep 17 ---===
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=== ---Feb 4 ---===
 
Ziqi
 
Ziqi
  
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MedAgentBench (NEJM AI 2025/08): https://ai.nejm.org/doi/full/10.1056/AIdbp2500144
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=== ---Feb 11 ---===
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Small LLMs in healthcare (Mayo Clinic 2025/04): https://arxiv.org/pdf/2504.17119
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Allan
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Small LLMs as agents (Nvidia 2025/06): https://arxiv.org/pdf/2506.02153v1
 
  
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=== ---Sep 24 ---===
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=== ---Feb 18 ---===
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Patrick
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Claire
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Emerging Properties in Self-Supervised Vision Transformers (ICCV, 2021) (DINO) https://arxiv.org/abs/2104.14294
 
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DINOv2: Learning Robust Visual Features without Supervision (ICLR/TMLR, 2023/2024(?)) https://arxiv.org/abs/2304.07193
 
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DINOv3 (TBD) https://arxiv.org/abs/2508.10104
 
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=== ---Oct 1 ---===
 
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Ben
 
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Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine (https://aclanthology.org/2025.acl-long.266/)
 
  
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Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens (https://arxiv.org/pdf/2508.01191)
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=== ---Feb 25 ---===
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=== ---Oct 8 ---===
 
 
Peiqi
 
Peiqi
  
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AI-based detection of neutrophil dysplasia: an accessible and sensitive model for MDS diagnosis from peripheral blood
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=== ---Mar 4 ---===
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Daoyi
  
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https://link.springer.com/article/10.1007/s00277-025-06533-5
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=== ---Mar 11 ---===
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Hangyue
  
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https://arxiv.org/abs/2404.05022
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=== ---Mar 18 ---===
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=== ---Oct 15 ---===
 
 
Zichen
 
Zichen
  
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InterPLM: discovering interpretable features in protein language models via sparse autoencoders (https://www.nature.com/articles/s41592-025-02836-7)
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=== ---Mar 25 ---===
−
 
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Charles
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=== ---Oct 29 ---===
 
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Skipped
 
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=== ---Nov 4 ---===
 
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Zeal
 
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Enhancing Genetic Association Power in Endometriosis through Unsupervised Clustering of Clinical Subtypes Identified from Electronic Health Records
 
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https://www.medrxiv.org/content/10.1101/2024.04.22.24306092v1
 
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=== ---Nov 11 ---===
 
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Ziqi Practice Talk
 
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=== ---Nov 18 ---===
 
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Hangyue
 
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=== ---Nov 25 ---===
 
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Skipped
 
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=== ---Dec 3 ---===
 
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Daoyi
 
  
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=== ---Dec 10 ---===
 
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Skipped
 
  
 
==Previous Semesters==
 
==Previous Semesters==

Revision as of 04:36, 13 January 2026

  • Theme: AI for Health
  • Instructor: Prof. Chenyang Lu
  • Semester: Spring 2026
  • Time: Wednesday at 8:30 am
  • Location: McKelvey 1020
  • Guidelines:
  • Recommended sources: NeurIPS ([1]), ICML ([2]), AAAI ([3]), SIGKDD ([4]), IJCAI ([5]), IMWUT ([6]), HEALTH ([7]), Digital Medicine ([8]), Lancet Digital Health ([9]), NEJM AI ([10])

Presentation Schedule

---Jan 14 ---

Liuyi

GLOSS: Group of LLMs for Open-ended Sensemaking of Passive Sensing Data for Health and Wellbeing

---Jan 21 ---

Ben

---Jan 28 ---

Patrick

---Feb 4 ---

Ziqi

---Feb 11 ---

Allan

---Feb 18 ---

Claire

---Feb 25 ---

Peiqi

---Mar 4 ---

Daoyi

---Mar 11 ---

Hangyue

---Mar 18 ---

Zichen

---Mar 25 ---

Charles


Previous Semesters

Previous Lab Meetings