About: Shengpu Tang

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An Entity of Type : prov:Person, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Person Person
label	Shengpu Tang
personal mailbox	mailto:shengpu.tang@emory.edu mailto:shengpu.tang@gmail.com mailto:tangsp@umich.edu
topic	United States https://orcid.org/0000-0002-4213-2015#this 0000-0002-4213-2015 https://orcid.org/0000-0002-4213-2015#workspace-works http://pub.orcid.org/orcid-pub-web/experimental_rdf_v1/0000-0002-4213-2015 nodeID://b662932644 nodeID://b662932645 nodeID://b665250271 nodeID://b665250272 nodeID://b666025313 nodeID://b666025314 nodeID://b668495537 nodeID://b668495538
familyName	Tang
Given name	Shengpu
firstName	Shengpu
account	0000-0002-4213-2015
based near	nodeID://b662932644 nodeID://b662932645 nodeID://b665250271 nodeID://b665250272 nodeID://b666025313 nodeID://b666025314 nodeID://b668495537 nodeID://b668495538
publications	https://orcid.org/0000-0002-4213-2015#workspace-works
page	https://shengpu-tang.me
Surname	Tang
plan	I am a tenure-track assistant professor of computer science at Emory University. My research focuses on developing and applying artificial intelligence methods to enhance decision making in healthcare, with a particular emphasis on reinforcement learning. Inspired by specific real-world use cases, my work identifies technical challenges and proposes novel solutions that are broadly relevant to fundamental AI/ML research. My past contributions span various technical areas including reinforcement learning (NeurIPS'23, ICML'23 workshops, NeurIPS'22 oral, NeurIPS'22 workshop, MLHC'21, ICML'20), time-series and sequence data modeling (MLHC'19), dataset bias (HealthAffairs'21), as well as translating AI solutions to advance precision medicine (IDWeek'24, AJS'21, JAMIA'20, JCO-CCI'20), with some work specifically addressing the COVID-19 pandemic (BMJ'22, AnnalsATS'20). I hope to apply my knowledge and expertise to interdisciplinary problems in healthcare and beyond. I served as a main organizer for the ML4H Symposium in 2022 and 2023, and as an area chair for CHIL 2024. I also regularly review for top-tier ML venues, including NeurIPS, ICML, ICLR, AAAI, AISTATS, KDD, MLHC, CHIL, TMLR, TKDD.
member of	http://idlab.github.io/covid19#University%20of%20Michigan%20College%20of%20Engineering
is maker of	http://pub.orcid.org/orcid-pub-web/experimental_rdf_v1/0000-0002-4213-2015
is topic of	http://pub.orcid.org/orcid-pub-web/experimental_rdf_v1/0000-0002-4213-2015
is http://vocab.deri.ie/void#inDataset of	proxy:https/orcid.org/0000-0002-4213-2015
is wasAttributedTo of	http://pub.orcid.org/orcid-pub-web/experimental_rdf_v1/0000-0002-4213-2015
is http://purl.org/pav/createdBy of	http://pub.orcid.org/orcid-pub-web/experimental_rdf_v1/0000-0002-4213-2015
is pro:creator of	http://dx.doi.org/10.1101/2020.04.24.20079012

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