Neural Network Pruning by Cooperative Coevolution. - Haopu Shang; Jia-Liang Wu; Wenjing Hong; Chao Qian 001 (IJCAI, 2022)

Robust Neural Network Pruning by Cooperative Coevolution. - Jia-Liang Wu; Haopu Shang; Wenjing Hong; Chao Qian 001 (PPSN (1), 2022)

Multi-objective Evolutionary Instance Selection for Multi-label Classification. - Dingming Liu; Haopu Shang; Wenjing Hong; Chao Qian 001 (PRICAI (1), 2022)

Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting. - Ren-Jian Wang; Ke Xue 001; Haopu Shang; Chao Qian 001; Haobo Fu; Qiang Fu 016 (IJCAI, 2023)

Instance-Label Based Multi-Label Active Learning by Evolutionary Multi-Objective Optimization. - Yuheng Zhou; Haopu Shang; Yu-Chang Wu; Chao Qian 001 (GECCO Companion, 2024)

Confidence-aware Contrastive Learning for Selective Classification. - Yu-Chang Wu; Shen-Huan Lyu; Haopu Shang; Xiangyu Wang; Chao Qian 001 (ICML, 2024)

Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy. - Chengrui Gao; Haopu Shang; Ke Xue 001; Dong Li 016; Chao Qian 001 (IJCAI, 2024)

Detection-Rate-Emphasized Multi-objective Evolutionary Feature Selection for Network Intrusion Detection. - Zi-Hang Cheng; Haopu Shang; Chao Qian 001 (CoRR, 2024)

Neural Solver Selection for Combinatorial Optimization. - Chengrui Gao; Haopu Shang; Ke Xue 001; Chao Qian 001 (CoRR, 2024)

Offline Model-Based Optimization by Learning to Rank. - Rong-Xi Tan; Ke Xue 001; Shen-Huan Lyu; Haopu Shang; Yao Wang; Yaoyuan Wang; Sheng Fu; Chao Qian 001 (ICLR, 2025)