Difference between revisions of "Seminar Spring 2026"

Revision as of 03:30, 28 April 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

---Apr 29 ---

Shawn

---May 6 ---

Daoyi

---May 13 ---

Ben

---May 20---

Patrick

---May 27---

Claire

---June 3---

Peiqi

---June 10---

Liuyi

---June 17---

---June 24---

---July 1---

---July 8---

---July 15---

---July 22---

---July 29---

Previous Semesters

Previous Lab Meetings

@@ Line 14: / Line 14: @@
-=== ---Jan 14 ---===
-Liuyi
-GLOSS: Group of LLMs for Open-ended Sensemaking of Passive Sensing Data for Health and Wellbeing
+=== ---Apr 29 ---===
+Shawn
-https://dl.acm.org/doi/epdf/10.1145/3749474
+=== ---May 6 ---===
+Daoyi
-=== ---Jan 21 ---===
+=== ---May 13 ---===
 Ben
-A multimodal sleep foundation model for disease prediction
+=== ---May 20---===
-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
+=== ---May 27---===
-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
+=== ---June 3---===
+Peiqi
-=== ---Mar 25 ---===
+=== ---June 10---===
-Cancelled
+Liuyi
-=== ---Apr 1 ---===
+=== ---June 17---===
-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)
+=== ---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 ---===
-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)
+=== ---July 8---===
-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)
+=== ---July 15---===
-=== ---Apr 15---===
-Hangyue
-H&E to IHC virtual staining methods in breast cancer: an overview and benchmarking
+=== ---July 22---===
-https://www.nature.com/articles/s41746-025-01741-9
-=== ---Apr 22---===
+=== ---July 29---===
-Liuyi
-=== ---Apr 29---===
-Daoyi
 ==Previous Semesters==

Difference between revisions of "Seminar Spring 2026"

Revision as of 03:30, 28 April 2026

Contents

Presentation Schedule

---Apr 29 ---

---May 6 ---

---May 13 ---

---May 20---

---May 27---

---June 3---

---June 10---

---June 17---

---June 24---

---July 1---

---July 8---

---July 15---

---July 22---

---July 29---

Previous Semesters

Previous Lab Meetings

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