XIE Sihong 谢思泓

副教授

前美国理海大学助理与副教授 —— Former Assistant/Associate Professor at Lehigh University
AAAI 高级程序委员会委员 —— Senior Program Committee Member of AAAI
• NeurlPS, ICML, KDD, ICLR, ICDM, 及SIGIR程序委员会委员 —— Program Committee Member of ML and AI conferences, e.g., NeurlPS, ICML, KDD, ICLR, ICDM, and SIGIR

获得美国自然基金委基金超过1.5 million USD 资助(主持超过1 million USD) —— Won 1.5 million USD Support from the National Science Foundation, including the Faculty Early Career Development (CAREER)  program

Biography

谢思泓教授目前是香港科技大学(广州)人工智能学域副教授。此前,他在2016年到2023年间担任美国宾夕法尼亚州理海大学计算机科学与工程系担任助理教授,并于2023年开始担任终身副教授。他在2019年至2022年期间从美国国家科学基金会获得了超过150万美元的资助。谢博士于2016年从伊利诺伊大学芝加哥分校计算机科学系获得博士学位。他的研究专注于可追溯的机器学习。谢博士在ICLR、KDD、UAI、ICDM、WWW、AAAI、IJCAI、WSDM、SDM和TKDE等主要数据挖掘和机器学习会议上发表了60多篇论文,被引用超过2500次,h指数为19。他还曾是美国国家科学基金会的评审委员会成员和NeurIPS、ICML、KDD、AAAI、ICLR、ICDM和SIGIR等会议的PC或高级PC成员,以及TPAMI的审稿人、Frontiers in Big Data的主题编辑和KDD研讨会组织者。2022年,谢博士获得了美国国家科学基金会早期职业生涯发展奖(NSF CAREER Award)的荣誉。

Sihong Xie is currently an Associate Professor at the Thrust of Artificial Intelligence at Hong Kong University of Science and Technology (Guangzhou). Previously, Dr. Xie held the position of Assistant Professor from 2016 to 2023 and tenured Associate Professor from 2023 at the Computer Science and Engineering Department of Lehigh University in Bethlehem, Pennsylvania, US. From 2019 to 2022, he received over 1.5 million USD in grants from the NSF. Dr. Xie received his Ph.D. in 2016 from the Department of Computer Science at the University of Illinois at Chicago. His research focuses on accountable machine learning, where human-ML collaborations are critical. Dr. Xie has published over 60 papers in major data mining and machine learning conferences, such as ICLR, KDD, UAI, ICDM, WWW, AAAI, IJCAI, WSDM, SDM, and TKDE, with over 2,400 citations and an h-index of 19. He has also served as an NSF panelist and PC or senior PC member for conferences such as NeurIPS, ICML, KDD, AAAI, ICLR, ICDM, and SIGIR, a reviewer for TPAMI, a topic editor of Frontiers in Big Data, and a KDD workshop organizer. In 2022, Dr. Xie was honored with the NSF CAREER Award.

Honors & Awards

 获得早期职业生涯发展奖

2022 NSF CAREER Award

Research Interest

•  数据挖掘 Data Mining

• 人工智能 Artificial Intelligence

•  可解释性 Interpretability

•  鲁棒性 Robustness 

•  数值优化 Numerical Optimization

•  智慧交通 Smart Transportation

•  虚假信息检测 False Information Detection (FID)