| Feb 12, 2024 |
My new paper “Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization” has been released at arXiv.
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| Jan 24, 2024 |
I will serve as a reviewer for UAI-2024.
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| Jan 16, 2024 |
My paper “Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions” with Jeongbeen Yoon and Prof. Minsu Cho has been accepted at ICLR-2024.
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| Jan 04, 2024 |
My new paper “Beyond Regrets: Geometric Metrics for Bayesian Optimization” is released at arXiv.
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| Dec 05, 2023 |
I will serve as a reviewer for ICML-2024.
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| Nov 22, 2023 |
My paper “Multi-BOWS: Multi-Fidelity Multi-Objective Bayesian Optimization with Warm Starts for Nanophotonic Structure Design” with Mingxuan Li, Yirong Li, Prof. Andrés Gómez, Prof. Oliver Hinder, and Prof. Paul W. Leu has been accepted at RSC Digital Discovery.
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| Oct 31, 2023 |
My papers “Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations” and “Generative Neural Fields by Mixtures of Neural Implicit Functions” have been released at arXiv.
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| Oct 29, 2023 |
My collaborative paper with Chaeyun Jang, Hyungi Lee, and Prof. Juho Lee has been accepted at the 3rd NeurIPS Workshop on Efficient Natural Language and Speech Processing.
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| Oct 28, 2023 |
My new paper with Hyunsoo Chung has been accepted at the NeurIPS 2023 Workshop on Self-Supervised Learning - Theory and Practice.
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| Oct 12, 2023 |
My new paper “Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions” with Jeongbeen Yoon and Prof. Minsu Cho has been released at arXiv.
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| Oct 09, 2023 |
My paper “BayesO: A Bayesian Optimization Framework in Python” was published in the Journal of Open Source Software.
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| Sep 22, 2023 |
Two papers have been accepted at NeurIPS-2023. One paper will be presented at the main track of NeurIPS-2023 and another paper will be presented at the datasets and benchmarks track of NeurIPS-2023.
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| Aug 23, 2023 |
I will serve as a reviewer for ICLR-2024.
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| Aug 20, 2023 |
I will serve as a reviewer for AISTATS-2024.
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| Jul 05, 2023 |
I am invited to BIRS Workshop on 3D Generative Models, which will be held in the Banff International Research Station from July 9 to July 14, 2023. I will give a talk “Combinatorial 3D Shape Assembly with LEGO Bricks” at the workshop.
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| May 25, 2023 |
My new paper “Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning” is available at arXiv now.
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| May 11, 2023 |
I will give a talk at the minisymposium “Sequential Decision Making for Optimization, Learning and Search”, which will be held as part of the 10th International Congress on Industrial and Applied Mathematics (ICIAM-2023).
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| Mar 28, 2023 |
I will serve as a reviewer for NeurIPS-2023.
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