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)

Diversity from Human Feedback. - Ren-Jian Wang; Ke Xue 001; Yutong Wang; Peng Yang 008; Haobo Fu; Qiang Fu 016; Chao Qian 001 (CoRR, 2023)

Sample-Efficient Quality-Diversity by Cooperative Coevolution. - Ke Xue 001; Ren-Jian Wang; Pengyi Li 001; Dong Li 016; Jianye Hao; Chao Qian 001 (ICLR, 2024)

Quality-Diversity with Limited Resources. - Ren-Jian Wang; Ke Xue 001; Cong Guan; Chao Qian 001 (ICML, 2024)

Quality-Diversity Algorithms Can Provably Be Helpful for Optimization. - Chao Qian 001; Ke Xue 001; Ren-Jian Wang (IJCAI, 2024)

Pareto Set Learning for Multi-Objective Reinforcement Learning. - Erlong Liu; Yu-Chang Wu; Xiaobin Huang; Chengrui Gao; Ren-Jian Wang; Ke Xue 001; Chao Qian 001 (AAAI, 2025)

Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models. - Ren-Jian Wang; Ke Xue 001; Zeyu Qin; Ziniu Li; Sheng Tang; Hao-Tian Li; Shengcai Liu; Chao Qian 001 (CoRR, 2025)