COBRA++: Enhanced COBRA Optimizer with Augmented Surrogate Pool and Reinforced Surrogate Selection.

Zhiyang Huang

Zipei Yu Zhiyang Huang Hongshu Guo Yue-Jiao Gong Zeyuan Ma COBRA++: Enhanced COBRA Optimizer with Augmented Surrogate Pool and Reinforced Surrogate Selection. 2026 January abs/2601.22624 CoRR https://doi.org/10.48550/arXiv.2601.22624 db/journals/corr/corr2601.html#abs-2601-22624 streams/journals/corr

Dongxing Wang Meijing Zhang Zhiyang Huang A Path-Planning Method Recommended for Multi-UAV Police Patrols Based on the Wolf Pack Optimization Algorithm Using CDRS and DRSS. 208 2025 17 Symmetry 2 https://doi.org/10.3390/sym17020208 db/journals/symmetry/symmetry17.html#WangZH25 streams/journals/symmetry

Zeyuan Ma Zhiyang Huang Jiacheng Chen Zhiguang Cao Yue-Jiao Gong Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study. 1137-1145 2025 GECCO https://doi.org/10.1145/3712256.3726316 conf/gecco/2025 db/conf/gecco/gecco2025.html#MaHCCG25 Zeyuan Ma Yue-Jiao Gong Hongshu Guo Wenjie Qiu 0007 Sijie Ma Hongqiao Lian Jiajun Zhan Kaixu Chen Chen Wang Zhiyang Huang Zechuan Huang Guojun Peng Ran Cheng Yining Ma 0001 MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/dcb23dcf61a943df050b7b4d94da1b29-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2025 db/conf/nips/neurips2025.html#MaGGQMLZCWHHPCM25

Zeyuan Ma Zhiyang Huang Jiacheng Chen Zhiguang Cao Yue-Jiao Gong Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study. 2025 March abs/2503.18060 CoRR https://doi.org/10.48550/arXiv.2503.18060 db/journals/corr/corr2503.html#abs-2503-18060 streams/journals/corr

Zeyuan Ma Yue-Jiao Gong Hongshu Guo Wenjie Qiu 0007 Sijie Ma Hongqiao Lian Jiajun Zhan Kaixu Chen Chen Wang Zhiyang Huang Zechuan Huang Guojun Peng Ran Cheng Yining Ma 0001 MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization. 2025 May abs/2505.17745 CoRR https://doi.org/10.48550/arXiv.2505.17745 db/journals/corr/corr2505.html#abs-2505-17745 streams/journals/corr

Chang Li Wenyang Gan Zhiyang Huang Zhuochen Hou AUV Control System Interface Development Based on Qt Platform. 3-13 2024 ICIRA (6) https://doi.org/10.1007/978-981-96-0792-1_1 conf/icira/2024-6 db/conf/icira/icira2024-6.html#LiGHH24 streams/conf/icira

Zhiyang Huang Nathan Carr 0001 Tao Ju 0001 Variational implicit point set surfaces. 124:1-124:13 2019 38 ACM Trans. Graph. 4 https://doi.org/10.1145/3306346.3322994 db/journals/tog/tog38.html#HuangCJ19

Zhiyang Huang Michelle Holloway Nathan Carr 0001 Tao Ju 0001 Repairing Inconsistent Curve Networks on Non-parallel Cross-sections. 25-35 2018 37 Comput. Graph. Forum 2 https://doi.org/10.1111/cgf.13339 db/journals/cgf/cgf37.html#HuangHCJ18

Roee Lazar Nadav Dym Yam Kushinsky Zhiyang Huang Tao Ju Yaron Lipman Robust optimization for topological surface reconstruction. 46 2018 37 ACM Trans. Graph. 4 https://doi.org/10.1145/3197517.3201348 db/journals/tog/tog37.html#LazarDKHJL18

Zhiyang Huang Ming Zou Nathan Carr 0001 Tao Ju 0001 Topology-controlled reconstruction of multi-labelled domains from cross-sections. 76:1-76:12 2017 36 ACM Trans. Graph. 4 https://doi.org/10.1145/3072959.3073644 db/journals/tog/tog36.html#HuangZCJ17

Zhiyang Huang Tao Ju Extrinsically smooth direction fields. 109-117 2016 58 Comput. Graph. https://doi.org/10.1016/j.cag.2016.05.015 db/journals/cg/cg58.html#HuangJ16

Zhiguang Cao Nathan Carr 0001 Jiacheng Chen Kaixu Chen Ran Cheng Nadav Dym Wenyang Gan Yue-Jiao Gong Hongshu Guo Michelle Holloway Zhuochen Hou Zechuan Huang Tao Ju Tao Ju 0001 Yam Kushinsky Roee Lazar Chang Li Hongqiao Lian Yaron Lipman Sijie Ma Yining Ma 0001 Zeyuan Ma Guojun Peng Wenjie Qiu 0007 Chen Wang Dongxing Wang Zipei Yu Jiajun Zhan Meijing Zhang Ming Zou