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''': '''Fall 2022'''
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* '''Semester''': '''Spring 2025'''
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* '''Time''': Wednesday at 11am-12pm
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* '''Time''': Wednesday at 10 am
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* '''Location''': McKelvey 1030
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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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* NeurIPS ([http://nips.cc/])
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==Presentation Schedule==
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* ICML ([http://icml.cc/])
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* AAAI ([http://www.aaai.org/])
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=== ---Jan 22 ---===
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* SIGKDD ([http://www.kdd.org/])
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Ziqi
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* IJCAI ([http://www.ijcai.org/])
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* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
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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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* HEALTH ([http://dl.acm.org/journal/health])
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arXiv preprint arXiv:2305.19187.
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* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
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* IMWUT ([http://dl.acm.org/journal/imwut])
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=== ---Jan 29 ---===
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* SenSys
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Daoyi
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* MobiSys
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* MobiCom
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=== ---Feb 5 ---===
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* IPSN
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Zichen (Lab Meeting)
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* IoTDI
 
  
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==Presentation Schedule==
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=== ---Feb 12 ---===
−
=== ---Oct 26 ---===
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Cancelled
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Bing: Latent diffusion models
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=== ---Feb 19 ---===
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Ruiqi & Peiqi
  
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* Rombach, Robin, et al. "High-resolution image synthesis with latent diffusion models." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022. [https://arxiv.org/abs/2112.10752]
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DeepSeek Series
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* Ramesh, Aditya, et al. "Hierarchical text-conditional image generation with clip latents." arXiv preprint arXiv:2204.06125 (2022) [https://arxiv.org/abs/2204.06125]
 
  
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=== ---Nov 02 ---===
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=== ---Feb 26 ---===
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David Wang
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Ben
  
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* PhysiQ: Off-site Quality Assessment of Exercise in Physical Therapy
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=== ---Mar 5 ---===
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Hanyang
  
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=== ---Nov 09 ---===
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=== ---Mar 12 ---===
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Ruiqi
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Claire
  
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* Ming-Jen Chang, Jih-Tang Hsieh, Chiung-Yao Fang, and Sei-Wang Chen. 2020. ''A Vision-based Human Action Recognition System for Moving Cameras Through Deep Learning.'' In Proceedings of the 2019 2nd International Conference on Signal Processing and Machine Learning (SPML '19). Association for Computing Machinery, New York, NY, USA, 85–91. [https://doi.org/10.1145/3372806.3372815]
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=== ---Mar 19 ---===
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Charles
  
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=== ---Nov 16 ---===
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=== ---Mar 26 ---===
 
Hangyue
 
Hangyue
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=== ---Nov 30 ---===
 
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Ziqi
 
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* Tarek Naous, Srinjay Sarkar, Abubakar Abid, James Zou; Clustering Plotted Data by Image Segmentation, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 21499-21504 [https://arxiv.org/abs/2110.05187]
 
  
 
==Previous Semesters==
 
==Previous Semesters==
 +
* [[Seminar Fall 2024|Fall 2024]]
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* [[Seminar Spring 2024|Spring 2024]]
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* [[Seminar Fall 2023|Fall 2023]]
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* [[Seminar Spring 2023|Spring 2023]]
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* [[Seminar Fall 2022|Fall 2022]]
 
* [[Seminar Summer 2022|Summer 2022]]
 
* [[Seminar Summer 2022|Summer 2022]]
 
* [[Seminar Spring 2022|Spring 2022]]
 
* [[Seminar Spring 2022|Spring 2022]]

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

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