Shiqiang Zhang

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Calvin Tsay

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Publications

2025
[c24]
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  - conf/aistats/XieZPT25
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Yilin Xie, Shiqiang Zhang, Joel A. Paulson, Calvin Tsay:
Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation. AISTATS 2025: 2296-2304
[i10]
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  - journals/corr/abs-2505-23640
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Yilin Xie, Shiqiang Zhang, Jixiang Qing, Ruth Misener, Calvin Tsay:
Global optimization of graph acquisition functions for neural architecture search. CoRR abs/2505.23640 (2025)
[i9]
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  - journals/corr/abs-2506-07619
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Toby Boyne, Juan S. Campos, Becky D. Langdon, Jixiang Qing, Yilin Xie, Shiqiang Zhang, Calvin Tsay, Ruth Misener, Daniel W. Davies, Kim E. Jelfs, Sarah Boyall, Thomas M. Dixon, Linden Schrecker, Jose Pablo Folch:
The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning. CoRR abs/2506.07619 (2025)
2024
[i7]
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  - journals/corr/abs-2410-16893
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Yilin Xie, Shiqiang Zhang, Joel A. Paulson, Calvin Tsay:
Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation. CoRR abs/2410.16893 (2024)
2023
[c20]
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  - electronic edition @ nips.cc (open access)
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  - conf/nips/ZhangCFWSMTM23
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Shiqiang Zhang, Juan S. Campos, Christian Feldmann, David Walz, Frederik Sandfort, Miriam Mathea, Calvin Tsay, Ruth Misener:
Optimizing over trained GNNs via symmetry breaking. NeurIPS 2023
[i4]
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  - journals/corr/abs-2312-00622
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Jose Pablo Folch, James Odgers, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener:
Practical Path-based Bayesian Optimization. CoRR abs/2312.00622 (2023)
2022
[c19]
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  - conf/nips/FolchZLSWTWM22
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Jose Pablo Folch, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener:
SnAKe: Bayesian Optimization with Pathwise Exploration. NeurIPS 2022
[i2]
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  - electronic edition @ arxiv.org (open access)
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  dblp key:
  - journals/corr/abs-2202-00060
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Jose Pablo Folch, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener:
SnAKe: Bayesian Optimization with Pathwise Exploration. CoRR abs/2202.00060 (2022)

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