Difference between revisions of "CSE 7300 Research Seminar"

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* '''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''': '''Spring 2021'''
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* '''Semester''': '''Spring 2025'''
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* '''Time''': Thursday at 4pm-4:50pm
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* '''Time''': Wednesday at 10 am
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* '''Location''': Virtual
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* '''Location''': McKelvey 1020
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* '''[http://www.cse.wustl.edu/~lu/talks/seminar_guidelines.pdf Guidelines]''':
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* '''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/])
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=== ---ML for Health ---===
 
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* NeurIPS ([http://nips.cc/])
 
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* ICML ([http://icml.cc/])
 
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* AAAI ([http://www.aaai.org/])
 
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* SIGKDD ([http://www.kdd.org/])
 
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* IJCAI ([http://www.ijcai.org/])
 
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* IMWUT ([http://dl.acm.org/journal/imwut])
 
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* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
 
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* HEALTH ([http://dl.acm.org/journal/health])
 
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* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
 
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=== ---Cyber Physical Systems ---===
 
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* SenSys ([http://sensys.acm.org])
 
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* IPSN ([http://ipsn.acm.org])
 
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* RTSS ([http://www.rtss.org/])
 
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* RTAS ([http://www.rtas.org/])
 
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* ICCPS ([http://www.iccps.org])
 
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* MobiCom ([https://sigmobile.org/mobicom/2019/])
 
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* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
 
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* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
 
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* NSDI ([https://www.usenix.org/conference/nsdi19])
 
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* SOSP ([https://www.sigops.org/])
 
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* OSDI ([https://www.usenix.org/conference/osdi18/])
 
  
 
==Presentation Schedule==
 
==Presentation Schedule==
  
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=== Feb 04 ===
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=== ---Jan 22 ---===
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Bing
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Ziqi
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−
Mattei, Pierre-Alexandre, and Jes Frellsen. "MIWAE: Deep generative modelling and imputation of incomplete data sets." International Conference on Machine Learning. PMLR, 2019.[http://proceedings.mlr.press/v97/mattei19a.html]
 
  
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Wang, Yuhao, et al. "Causal discovery from incomplete data: a deep learning approach." arXiv preprint arXiv:2001.05343 (2020).[https://arxiv.org/pdf/2001.05343.pdf]
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Lin, Z., Trivedi, S., & Sun, J. (2023). Generating with confidence: Uncertainty quantification for black-box large language models.
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arXiv preprint arXiv:2305.19187.
  
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=== Feb 11 ===
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=== ---Jan 29 ---===
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Ruiqi
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Daoyi
  
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Luyang Liu, Hongyu Li, and Marco Gruteser. 2019. Edge Assisted Real-time Object Detection for Mobile Augmented Reality. The 25th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, New York, NY, USA, Article 25, 1–16. [https://dl.acm.org/doi/pdf/10.1145/3300061.3300116]
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=== ---Feb 5 ---===
 +
Zichen (Lab Meeting)
  
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=== Feb 18 ===
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=== ---Feb 12 ---===
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Jingwen
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Cancelled
  
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Daniş, F. Serhan, and Ali Taylan Cemgil. "Model-based localization and tracking using bluetooth low-energy beacons." Sensors 17.11 (2017): 2484. [https://www.mdpi.com/1424-8220/17/11/2484/htm]
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=== ---Feb 19 ---===
 +
Ruiqi & Peiqi
  
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=== Feb 25 ===
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DeepSeek Series
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Kriti
 
  
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=== Mar 04 ===
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=== ---Feb 26 ---===
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Soumyendu
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Ben
  
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=== Mar 11 ===
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=== ---Mar 5 ---===
 
Hanyang
 
Hanyang
  
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=== Mar 18 ===
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=== ---Mar 12 ---===
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Sayantan
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Claire
−
 
 
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=== Mar 25 ===
 
−
Guanghui
 
−
 
 
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=== Apr 01 ===
 
−
Dingwen
 
−
 
 
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=== Apr 08 ===
 
−
Ruixuan
 
−
 
 
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=== Apr 15 ===
 
−
Bing
 
  
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=== Apr 22 ===
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=== ---Mar 19 ---===
−
Ruiqi
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Charles
  
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=== Apr 29 ===
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=== ---Mar 19 ---===
−
Jingwen
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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 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 03:36, 14 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 19 ---

Hangyue

Previous Semesters

Previous Lab Meetings

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