Qian Xie(谢倩)
Scholar

Qian Xie(谢倩)

Google Scholar ID: 9GJO6bQAAAAJ
Cornell University, New York University, Tsinghua University
Data-driven Decision-makingBayesian OptimizationStochastic ControlApplied Probability
Citations & Impact
All-time
Citations
44
 
H-index
4
 
i10-index
2
 
Publications
11
 
Co-authors
8
list available
Resume
Academic Achievements
  • Paper 'Cost-aware Bayesian optimization via the Pandora’s box Gittins index' accepted at NeurIPS 2024; finalist for the 2024 INFORMS Data Mining Society Best Paper Competition (General Track)
  • Paper 'Smooth Non-Stationary Bandits' published at ICML 2023; under major revision at Operations Research
  • Paper 'Stabilizing Queuing Networks with Model Data-Independent Control' published in IEEE Transactions on Control of Network Systems (2022)
  • Paper 'Cost-aware Defense for Parallel Server Systems against Reliability and Security Failures' published in Automatica (2024)
  • Multiple papers accepted or under review at top venues including NeurIPS, ICML, ICLR, ACC, and CCC
  • Oral presentations and poster sessions at AutoML, EC Workshop, INFORMS Annual Meeting, etc.