Ren-Jian Wang

According to our database, Ren-Jian Wang authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models.

Ren-Jian Wang, Ke Xue, Zeyu Qin, Ziniu Li, Sheng Tang, Hao-Tian Li, Shengcai Liu, Chao Qian

CoRR, June, 2025

Pareto Set Learning for Multi-Objective Reinforcement Learning.

Erlong Liu, Yu-Chang Wu, Xiaobin Huang, Chengrui Gao, Ren-Jian Wang, Ke Xue, Chao Qian

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Quality-Diversity Algorithms Can Provably Be Helpful for Optimization.

Chao Qian, Ke Xue, Ren-Jian Wang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Quality-Diversity with Limited Resources.

Ren-Jian Wang, Ke Xue, Cong Guan, Chao Qian

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sample-Efficient Quality-Diversity by Cooperative Coevolution.

Ke Xue, Ren-Jian Wang, Pengyi Li, Dong Li, Jianye Hao, Chao Qian

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Diversity from Human Feedback.

Ren-Jian Wang, Ke Xue, Yutong Wang, Peng Yang, Haobo Fu, Qiang Fu, Chao Qian

CoRR, 2023

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

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023