research
∙
06/08/2023
Bayesian Optimization of Expensive Nested Grey-Box Functions
We consider the problem of optimizing a grey-box objective function, i.e...
share
research
∙
05/13/2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
Temporal Knowledge graph completion (TKGC) is a crucial task that involv...
research
∙
04/12/2023
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints
This paper studies the problem of online performance optimization of con...
research
∙
01/28/2023
Violation-Aware Contextual Bayesian Optimization for Controller Performance Optimization with Unmodeled Constraints
We study the problem of performance optimization of closed-loop control ...
research
∙
11/21/2022
CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints
In this paper, the CONFIG algorithm, a simple and provably efficient con...
research
∙
10/10/2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
Link prediction is the task of inferring missing links between entities ...
research
∙
09/20/2022
Lower Bounds on the Worst-Case Complexity of Efficient Global Optimization
Efficient global optimization is a widely used method for optimizing exp...
research
∙
02/21/2022
PointSCNet: Point Cloud Structure and Correlation Learning Based on Space Filling Curve-Guided Sampling
Geometrical structures and the internal local region relationship, such ...
research
∙
10/14/2021
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints
We study the problem of performance optimization of closed-loop control ...
research
∙
09/15/2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results
This paper reviews the AIM 2020 challenge on efficient single image supe...
research
∙
03/16/2019
On the classification and false alarm of invalid prefixes in RPKI based BGP route origin validation
BGP is the default inter-domain routing protocol in today's Internet, bu...
research
∙
07/10/2018