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Haopu Shang （尚昊璞）
Currently I am a PhD candidate of School of Artificial Intelligence in Nanjing University, supervised by Associate Prof. Chao Qian, and a member of LAMDA Group, led by professor Zhi-Hua
Zhou.
My recent works focus on Black-Box Optimization (e.g., Evolutionary Algorithms, Bayesian Optimization, Zero-order Optimization), Combinatorial Optimization and their applications, especially on
· Learn to Optimize, Data-driven Black-Box Optimization
· Evolutionary Learning, Employing Evolutionary Algorithms to enhance Machine Learning
· Neural Combinatorial Optimization
E-mail: shanghp at lamda.nju.edu.cn
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Any questions on my works, please feel free to contact me via E-mail.
Meanwhile, I am always willing to communicate, discuss and collaborate on my insterested topics. Feel free to contact me and let us have a wonderful talk!
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Neural Solver Selection for Combinatorial Optimization
Chengrui Gao*, Haopu Shang*, Ke Xue, Chao Qian.
arxiv preprint 2024
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Offline Model-Based Optimization by Learning to Rank
Rong-Xi Tan, Ke Xue, Shen-Huan Lyu, Haopu Shang, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian.
arxiv preprint 2024
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Confidence-aware Contrastive Learning for Selective Classification
Yu-Chang Wu, Shen-Huan Lyu, Haopu Shang, Xiangyu Wang, Chao Qian.
ICML 2024
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Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy
Chengrui Gao, Haopu Shang, Ke Xue, Dong Li, Chao Qian.
IJCAI 2024
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Instance-Label Based Multi-Label Active Learning by Evolutionary Multi-Objective Optimization
Yuheng Zhou, Haopu Shang, Yu-Chang Wu, Chao Qian.
GECCO 2024, Poster Companion
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Detection-Rate-Emphasized Multi-objective Evolutionary Feature Selection for Network Intrusion Detection
Zi-Hang Cheng, Haopu Shang, Chao Qian.
arxiv preprint, 2024
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Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting
Ren-Jian Wang, Ke Xue, Haopu Shang, Chao Qian, Haobo Fu, Qiang Fu.
IJCAI 2023
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Multi-objective Evolutionary Instance Selection for Multi-label Classification
Dingming Liu, Haopu Shang, Wenjing Hong, Chao Qian
PRICAI 2023
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Robust Neural Network Pruning by Cooperative Coevolution
Jia-Liang Wu, Haopu Shang, Wenjing Hong, Chao Qian.
PPSN 2022
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Neural Network Pruning by Cooperative Coevolution
Haopu Shang, Jia-Liang Wu, Wenjing Hong, Chao Qian.
IJCAI 2022
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