Jixiang Qing

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Pareto Frontier

Multi Objective Optimization

Optimization Problems

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Nezmin Kayedpour, Jixiang Qing, Jolan Wauters, Jeroen D. M. De Kooning, Ivo Couckuyt, Guillaume Crevecoeur
Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services. IEEE Trans. Instrum. Meas. 73 (2024)
Jixiang Qing, Becky D. Langdon, Robert M. Lee, Behrang Shafei, Mark van der Wilk, Calvin Tsay, Ruth Misener
System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization. CoRR (2024)
Victor Picheny, Joel Berkeley, Henry B. Moss, Hrvoje Stojic, Uri Granta, Sebastian W. Ober, Artem Artemev, Khurram Ghani, Alexander Goodall, Andrei Paleyes, Sattar Vakili, Sergio Pascual-Diaz, Stratis Markou, Jixiang Qing, Nasrulloh R. B. S. Loka, Ivo Couckuyt
Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow. CoRR (2023)
Jixiang Qing, Ivo Couckuyt, Tom Dhaene
A robust multi-objective Bayesian optimization framework considering input uncertainty. J. Glob. Optim. 86 (3) (2023)
Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt
ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization. AISTATS (2023)
Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt
Finding Knees in Bayesian Multi-objective Optimization. PPSN (1) (2022)
Jixiang Qing, Tom Dhaene, Ivo Couckuyt
Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty. ICML (2022)
Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt
ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization Under Unknown Constraints. CoRR (2022)
Jixiang Qing, Ivo Couckuyt, Tom Dhaene
A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty. CoRR (2022)
Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene, Kohei Shintani
Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization. WSC (2020)