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职业迁徙
个人简介
My research group Polo Club of Data Science innovates at the intersection of machine learning and visualization to synthesize scalable, interactive, and trustworthy tools that amplify human’s ability to understand and interact with billion-scale data and machine learning models. Our research thrusts include: human-centered AI (interpretable, safe, fair AI; adversarial ML), large graph visualization and mining, cybersecurity and social good. See all our projects at our group website.
He received awards and grants from NSF, NIH, NASA, DARPA, Intel (Intel Outstanding Researcher), Google, Facebook, NVIDIA, Bosch, Amazon, Microsoft, Cisco, Avast, Symantec, eBay, Yahoo, Fiddler, LexisNexis; Raytheon Faculty Fellowship; Edenfield Faculty Fellowship; Outstanding Junior Faculty Award; The Lester Endowment Award; Symantec fellowship (twice); ACL Best Paper Honorable Mention (2023; IEEE VIS Best Paper Honorable Mention (2022); Best Paper Award at NeurIPS 2021 Research2Clinics Workshop; IEEE VIS Best Poster Award (2021) and Honorable Mentions (twice in 2021; once in 2020); ACM TiiS 2018 Best Paper, Honorable Mention, Best student papers at SDM'14 and KDD'16 (runner-up); Best demo at SIGMOD'17 (runner-up); Chinese CHI'18 Best paper. His research led to open-sourced or deployed technologies by Intel (for ISTC-ARSA: ShapeShifter, SHIELD, ADAGIO, MLsploit), Google (GAN Lab), Facebook (ActiVis), Symantec (Polonium, AESOP protect 120M people from malware), and Atlanta Fire Rescue Department. His work has been covered by popular media: The Wall Street Journal, Wired, MIT Technology Review, Fortune, MSNBC, USA Today, Los Angeles Times, The Washington Post, Engadget, Gizmodo
He received awards and grants from NSF, NIH, NASA, DARPA, Intel (Intel Outstanding Researcher), Google, Facebook, NVIDIA, Bosch, Amazon, Microsoft, Cisco, Avast, Symantec, eBay, Yahoo, Fiddler, LexisNexis; Raytheon Faculty Fellowship; Edenfield Faculty Fellowship; Outstanding Junior Faculty Award; The Lester Endowment Award; Symantec fellowship (twice); ACL Best Paper Honorable Mention (2023; IEEE VIS Best Paper Honorable Mention (2022); Best Paper Award at NeurIPS 2021 Research2Clinics Workshop; IEEE VIS Best Poster Award (2021) and Honorable Mentions (twice in 2021; once in 2020); ACM TiiS 2018 Best Paper, Honorable Mention, Best student papers at SDM'14 and KDD'16 (runner-up); Best demo at SIGMOD'17 (runner-up); Chinese CHI'18 Best paper. His research led to open-sourced or deployed technologies by Intel (for ISTC-ARSA: ShapeShifter, SHIELD, ADAGIO, MLsploit), Google (GAN Lab), Facebook (ActiVis), Symantec (Polonium, AESOP protect 120M people from malware), and Atlanta Fire Rescue Department. His work has been covered by popular media: The Wall Street Journal, Wired, MIT Technology Review, Fortune, MSNBC, USA Today, Los Angeles Times, The Washington Post, Engadget, Gizmodo
研究兴趣
论文共 266 篇作者统计合作学者相似作者
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CoRR (2024)
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Matthew Hull, Vivian Pednekar, Hannah Murray,Nimisha Roy, Emmanuel Tung, Susanta Routray, Connor Guerin,Justin Chen,Zijie J. Wang,Seongmin Lee ,M. Mahdi Roozbahani,Duen Horng Chau
IEEE Transactions on Visualization and Computer Graphicsno. 1 (2024): 617-627
ICLR 2023 (2023)
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AAAIno. 13 (2023): 16410-16412
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arXiv (Cornell University) (2023)
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