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Dr. Yao Liu is an accomplished researcher and Assistant Professor in the Department of Computer Science at Binghamton University, State University of New York (SUNY). His research interests lie at the intersection of data mining, machine learning, and artificial intelligence, with a strong focus on developing trustworthy AI systems. He explores areas such as graph mining, anomaly detection, fairness in AI, and applications in domains like health informatics, cybersecurity, and social media analysis. Dr. Liu is dedicated to advancing the theoretical underpinnings of AI while also creating practical solutions to real-world challenges. He is a passionate educator and mentor, guiding students in their research endeavors and contributing to the academic community through publications in top-tier venues and active participation in scientific conferences.
Yao Liu's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Recipient of the prestigious National Science Foundation (NSF) CAREER Award for his research on 'CAREER: Towards Responsible Graph-based Anomaly Analytics for Complex Systems'. This award recognizes early-career faculty who have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization.
Secured significant research funding as Principal Investigator (PI) or Co-PI from various funding agencies, including the National Science Foundation (NSF) and industry partners, to support his work on cutting-edge AI and data mining projects.
Authored and co-authored numerous research papers published in highly respected and competitive conferences and journals in computer science, such as KDD, AAAI, WWW, ICDM, and TKDE, contributing valuable insights to the AI community.
Contributed to the development of innovative algorithms and frameworks for graph mining, anomaly detection, and trustworthy machine learning, addressing critical challenges in data analysis and interpretation.
Actively serves the academic community as a reviewer for premier journals and a program committee member for leading international conferences in AI and data science, helping to uphold research quality and foster scientific discourse.
The Wharton School - Year 2005
Case Western Reserve University - Year 1999
National University of Singapore
Xiamen University
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Tuya Smart is a global leader in IoT (Internet of Things) cloud platforms, offering comprehensive solutions for businesses to develop, launch, and manage smart devices and services. Their platform provides Platform-as-a-Service (PaaS) and Software-as-a-Service (SaaS) offerings, enabling brands, OEMs, developers, and retail chains to easily create and deploy interconnected smart products for homes, businesses, and cities. Tuya aims to make smart technology accessible and user-friendly for everyone, powering a vast ecosystem of intelligent devices across various industries.
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