Difference between revisions of "CSE 7300 Research Seminar"

From Cyber-Physical Systems Laboratory
Jump to navigationJump to search
 
(176 intermediate revisions by 7 users not shown)
Line 3: Line 3:
 
  |}
 
  |}
  
 +
* '''Theme: AI for Health'''
 
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
 
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
−
* '''Semester''': '''Summer 2021'''
+
* '''Semester''': '''Spring 2025'''
−
* '''Time''': Thursday at 4pm-4:50pm
+
* '''Time''': Wednesday at 10 am
−
* '''Location''': Virtual
+
* '''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==
  
−
=== ---ML for Health ---===
+
=== ---Jan 22 ---===
−
 
+
Ziqi
−
=== ---Feb 04 ---===
 
−
Ruixuan
 
−
 
 
−
Guo, Gabriel, et al. "MSLife: Digital Behavioral Phenotyping of Multiple Sclerosis Symptoms in the Wild Using Wearables and Graph-Based Statistical Analysis." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5.4 (2021): 1-35.
 
−
[https://dl.acm.org/doi/10.1145/3494970]
 
−
 
 
−
=== ---Feb 11 ---===
 
−
Ziqi  
 
−
 
 
−
Bica, Ioana, et al. "From real‐world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges." Clinical Pharmacology & Therapeutics 109.1 (2021): 87-100. [https://ascpt.onlinelibrary.wiley.com/doi/10.1002/cpt.1907]
 
  
−
=== ---Feb 18 ---===
+
Lin, Z., Trivedi, S., & Sun, J. (2023). Generating with confidence: Uncertainty quantification for black-box large language models.
−
Cancel
+
arXiv preprint arXiv:2305.19187.
  
−
=== ---Feb 25 ---===
+
=== ---Jan 29 ---===
−
Sixie
+
Daoyi
  
−
Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [https://dl.acm.org/doi/pdf/10.1145/3447548.3467185]
+
=== ---Feb 5 ---===
−
=== ---Mar 04 ---===
+
Zichen (Lab Meeting)
−
Moran
 
  
−
Song, Sijie, et al. "An end-to-end spatio-temporal attention model for human action recognition from skeleton data." Proceedings of the AAAI conference on artificial intelligence. Vol. 31. No. 1. 2017. [https://ojs.aaai.org/index.php/AAAI/article/view/11212]
+
=== ---Feb 12 ---===
 +
Cancelled
  
−
=== ---Mar 11 ---===
+
=== ---Feb 19 ---===
−
Jingwen
+
Ruiqi & Peiqi
  
−
=== ---Mar 18 ---===
+
DeepSeek Series
−
Bing
 
  
−
=== ---Mar 25 ---===
+
=== ---Feb 26 ---===
−
Ziqi
+
Ben
  
−
=== ---Apr 01 ---===
+
=== ---Mar 5 ---===
 
Hanyang
 
Hanyang
  
−
=== ---Apr 01 ---===
+
=== ---Mar 12 ---===
−
Moran
+
Claire
−
 
 
−
=== ---Apr 01 ---===
 
−
Sixie
 
−
 
 
−
=== ---Apr 01 ---===
 
−
Ruiqi
 
−
 
 
−
 
 
−
* 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])
 
−
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
 
−
* HEALTH ([http://dl.acm.org/journal/health])
 
−
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
 
−
 
 
−
=== ---Cyber Physical Systems ---===
 
−
 
 
−
* SenSys ([http://sensys.acm.org])
 
−
* IPSN ([http://ipsn.acm.org])
 
−
* RTSS ([http://www.rtss.org/])
 
−
* RTAS ([http://www.rtas.org/])
 
−
* ICCPS ([http://www.iccps.org])
 
−
* MobiCom ([https://sigmobile.org/mobicom/2019/])
 
−
* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
 
−
* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
 
−
* NSDI ([https://www.usenix.org/conference/nsdi19])
 
−
* SOSP ([https://www.sigops.org/])
 
−
* OSDI ([https://www.usenix.org/conference/osdi18/])
 
−
 
 
−
==Presentation Schedule==
 
  
 +
=== ---Mar 19 ---===
 +
Charles
  
 +
=== ---Mar 26 ---===
 +
Hangyue
  
 
==Previous Semesters==
 
==Previous Semesters==
 +
* [[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 Spring 2021|Spring 2021]]
 
* [[Seminar Fall 2020|Fall 2020]]
 
* [[Seminar Fall 2020|Fall 2020]]
 +
* [[Seminar Summer 2020|Summer 2020]]
 
* [[Seminar Spring 2020|Spring 2020]]
 
* [[Seminar Spring 2020|Spring 2020]]
 
* [[Seminar Fall 2019|Fall 2019]]
 
* [[Seminar Fall 2019|Fall 2019]]

Latest revision as of 06:31, 25 February 2025

  • Theme: AI for Health
  • Instructor: Prof. Chenyang Lu
  • Semester: Spring 2025
  • Time: Wednesday at 10 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 22 ---

Ziqi

Lin, Z., Trivedi, S., & Sun, J. (2023). Generating with confidence: Uncertainty quantification for black-box large language models. arXiv preprint arXiv:2305.19187.

---Jan 29 ---

Daoyi

---Feb 5 ---

Zichen (Lab Meeting)

---Feb 12 ---

Cancelled

---Feb 19 ---

Ruiqi & Peiqi

DeepSeek Series

---Feb 26 ---

Ben

---Mar 5 ---

Hanyang

---Mar 12 ---

Claire

---Mar 19 ---

Charles

---Mar 26 ---

Hangyue

Previous Semesters

Previous Lab Meetings

Retrieved from "http://wsn.cse.wustl.edu/index.php?title=CSE_7300_Research_Seminar&oldid=5453"