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2020 – today
- 2025
[c9]Rong-Xi Tan, Ke Xue, Shen-Huan Lyu, Haopu Shang, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian:
Offline Model-Based Optimization by Learning to Rank. ICLR 2025- [c8]Chengrui Gao, Haopu Shang, Ke Xue, Chao Qian:
Neural Solver Selection for Combinatorial Optimization. ICML 2025 - 2024
- [c7]Yuheng Zhou
, Haopu Shang, Yu-Chang Wu, Chao Qian:
Instance-Label Based Multi-Label Active Learning by Evolutionary Multi-Objective Optimization. GECCO Companion 2024: 327-330 - [c6]Yu-Chang Wu, Shen-Huan Lyu, Haopu Shang, Xiangyu Wang, Chao Qian:
Confidence-aware Contrastive Learning for Selective Classification. ICML 2024 - [c5]Chengrui Gao, Haopu Shang, Ke Xue, Dong Li, Chao Qian:
Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy. IJCAI 2024: 6914-6922 - [i6]Yu-Chang Wu, Shen-Huan Lyu, Haopu Shang, Xiangyu Wang, Chao Qian:
Confidence-aware Contrastive Learning for Selective Classification. CoRR abs/2406.04745 (2024) - [i5]Zi-Hang Cheng, Haopu Shang, Chao Qian:
Detection-Rate-Emphasized Multi-objective Evolutionary Feature Selection for Network Intrusion Detection. CoRR abs/2406.09180 (2024) - [i4]Chengrui Gao, Haopu Shang, Ke Xue, Chao Qian:
Neural Solver Selection for Combinatorial Optimization. CoRR abs/2410.09693 (2024) - [i3]Rong-Xi Tan, Ke Xue, Shen-Huan Lyu, Haopu Shang, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian:
Offline Model-Based Optimization by Learning to Rank. CoRR abs/2410.11502 (2024) - 2023
- [c4]Ren-Jian Wang, Ke Xue, Haopu Shang, Chao Qian, Haobo Fu, Qiang Fu:
Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting. IJCAI 2023: 4335-4343 - [i2]Chengrui Gao, Haopu Shang, Ke Xue, Dong Li, Chao Qian:
Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy. CoRR abs/2308.14104 (2023) - 2022
- [c3]Haopu Shang, Jia-Liang Wu, Wenjing Hong, Chao Qian:
Neural Network Pruning by Cooperative Coevolution. IJCAI 2022: 4814-4820 - [c2]Jia-Liang Wu, Haopu Shang, Wenjing Hong, Chao Qian:
Robust Neural Network Pruning by Cooperative Coevolution. PPSN (1) 2022: 459-473 - [c1]Dingming Liu, Haopu Shang, Wenjing Hong, Chao Qian:
Multi-objective Evolutionary Instance Selection for Multi-label Classification. PRICAI (1) 2022: 548-561 - [i1]Haopu Shang, Jia-Liang Wu, Wenjing Hong, Chao Qian:
Neural Network Pruning by Cooperative Coevolution. CoRR abs/2204.05639 (2022)
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