Seminar Spring 2026 - Revision history

Ruiqi at 13:47, 30 April 2026

2026-04-30T13:47:58Z

Ruiqi: /* Presentation Schedule */

2026-04-28T03:30:21Z

Presentation Schedule

Ruiqi: /* Presentation Schedule */

2026-04-28T03:30:08Z

Presentation Schedule

Ruiqi: Created page with "{| align="right" | TOC |} * '''Theme: AI for Health''' * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] * '''Semester''': '''Spring 2026''' * '''Tim..."

2026-04-28T03:27:58Z

Created page with "{| align="right" | __TOC__ |} * '''Theme: AI for Health''' * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] * '''Semester''': '''Spring 2026''' * '''Tim..."

New page

{| align="right"
| __TOC__
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* '''Theme: AI for Health'''
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Spring 2026'''
* '''Time''': Wednesday at 8:30 am
* '''Location''': McKelvey 1020
* '''[http://www.cse.wustl.edu/~lu/talks/seminar_guidelines.pdf Guidelines]''':
* '''Recommended sources:''' NeurIPS ([http://nips.cc/]), ICML ([http://icml.cc/]), AAAI ([http://www.aaai.org/]), SIGKDD ([http://www.kdd.org/]), IJCAI ([http://www.ijcai.org/]), IMWUT ([http://dl.acm.org/journal/imwut]), HEALTH ([http://dl.acm.org/journal/health]), Digital Medicine ([http://www.nature.com/npjdigitalmed/]), Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201]), NEJM AI ([https://ai.nejm.org/])

==Presentation Schedule==

=== ---Jan 14 ---===
Liuyi

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

https://dl.acm.org/doi/epdf/10.1145/3749474

=== ---Jan 21 ---===
Ben

A multimodal sleep foundation model for disease prediction

https://www.nature.com/articles/s41591-025-04133-4

=== ---Jan 28 ---===
Patrick

A Foundation Transformer Model with Self-Supervised Learning for ECG-Based Assessment of Cardiac and Coronary Function

https://ai.nejm.org/doi/10.1056/AIoa2500164

=== ---Feb 4 ---===
Shengxin

Vgent: Graph-based retrieval-reasoning-augmented generation for long video understanding

https://arxiv.org/pdf/2510.14032

=== ---Feb 11 ---===
Ziqi

the foundational wearable models

https://arxiv.org/pdf/2507.00191 https://research.google/blog/sensorlm-learning-the-language-of-wearable-sensors/

=== ---Feb 18 ---===
Sihang Zeng

=== ---Feb 25 ---===
Skipped

=== ---Mar 4 ---===
Skipped

=== ---Mar 11 ---===
Allen

=== ---Mar 18 ---===
Claire

Conformal selective prediction with cost aware deferral for safe clinical triage under distribution shift. Sci Rep (2026). https://doi.org/10.1038/s41598-026-40637-w

=== ---Mar 25 ---===
Cancelled

=== ---Apr 1 ---===
Peiqi (Oral Exam Practices)

Paper 1: A visual–language foundation model for pathology image analysis using medical Twitter (https://www.nature.com/articles/s41591-023-02504-3)

Paper 2: CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment (https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10655627)

Paper 3: A multimodal whole-slide foundation model for pathology (https://www.nature.com/articles/s41591-025-03982-3)

=== ---Apr 8 ---===
Zichen (Oral Exam Practices)

Paper 1: Genome-wide prediction of disease variant effects with a deep protein language model (https://www.nature.com/articles/s41588-023-01465-0)

Paper 2: Accurate proteome-wide missense variant effect prediction with AlphaMissense (https://www.science.org/doi/10.1126/science.adg7492)

Paper 3: A disease-specific language model for variant pathogenicity in cardiac and regulatory genomics (https://www.nature.com/articles/s42256-025-01016-8)

=== ---Apr 15---===
Hangyue

H&E to IHC virtual staining methods in breast cancer: an overview and benchmarking

https://www.nature.com/articles/s41746-025-01741-9

=== ---Apr 22---===
Liuyi

=== ---Apr 29---===
Daoyi

==Previous Semesters==
* [[Seminar Fall 2025|Fall 2025]]
* [[Seminar Summer 2025|Summer 2025]]
* [[Seminar Spring 2025|Spring 2025]]
* [[Seminar Fall 2024|Fall 2024]]
* [[Seminar Spring 2024|Spring 2024]]
* [[Seminar Fall 2023|Fall 2023]]
* [[Seminar Spring 2023|Spring 2023]]
* [[Seminar Fall 2022|Fall 2022]]
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

@@ Line 15: / Line 15: @@
-=== ---Apr 29 ---===
+===---Jan 14 ---===
-Shawn
+Liuyi
-=== ---May 6 ---===
+GLOSS: Group of LLMs for Open-ended Sensemaking of Passive Sensing Data for Health and Wellbeing
-=== ---May 13 ---===
+https://dl.acm.org/doi/epdf/10.1145/3749474
 Ben
-=== ---May 20---===
+A multimodal sleep foundation model for disease prediction
 Patrick
-=== ---May 27---===
+A Foundation Transformer Model with Self-Supervised Learning for ECG-Based Assessment of Cardiac and Coronary Function
 Claire
-=== ---June 3---===
+Conformal selective prediction with cost aware deferral for safe clinical triage under distribution shift. Sci Rep (2026). https://doi.org/10.1038/s41598-026-40637-w
-=== ---June 10---===
+===---Mar 25 ---===
-Zichen
+Cancelled
-=== ---June 17---===
+===---Apr 1 ---===
-Liuyi
+Peiqi (Oral Exam Practices)
-=== ---June 24---===
+Paper 3: A multimodal whole-slide foundation model for pathology (https://www.nature.com/articles/s41591-025-03982-3)
-=== ---July 1---===
+===---Apr 8 ---===
-=== ---July 8---===
+Paper 2: Accurate proteome-wide missense variant effect prediction with AlphaMissense (https://www.science.org/doi/10.1126/science.adg7492)
-=== ---July 15---===
+===---Apr 15---===
-=== ---July 22---===
+https://www.nature.com/articles/s41746-025-01741-9
 ==Previous Semesters==

@@ Line 34: / Line 34: @@
 === ---June 10---===
-Liuyi
+Zichen
 === ---June 17---===
+Liuyi
 === ---June 24---===

Seminar Spring 2026 - Revision history

Ruiqi at 13:47, 30 April 2026

Ruiqi: /* Presentation Schedule */

Ruiqi: /* Presentation Schedule */

Ruiqi: Created page with "{| align="right" | __TOC__ |} * '''Theme: AI for Health''' * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] * '''Semester''': '''Spring 2026''' * '''Tim..."

Ruiqi: Created page with "{| align="right" | TOC |} * '''Theme: AI for Health''' * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] * '''Semester''': '''Spring 2026''' * '''Tim..."