Yixiu Mao

According to our database, Yixiu Mao authored at least 13 papers between 2021 and 2025.

Collaborative distances:

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

2025

Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models?

Yun Qu, Qi Wang, Yixiu Mao, Vincent Tao Hu, Björn Ommer, Xiangyang Ji

CoRR, July, 2025

Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments.

Yun Qu, Qi Wang, Yixiu Mao, Yiqin Lv, Xiangyang Ji

CoRR, April, 2025

Beyond Any-Shot Adaptation: Predicting Optimization Outcome for Robustness Gains without Extra Pay.

Qi Cheems Wang, Zehao Xiao, Yixiu Mao, Yun Qu, Jiayi Shen, Yiqin Lv, Xiangyang Ji

CoRR, January, 2025

Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation.

Qi (Cheems) Wang, Yiqin Lv, Yixiu Mao, Yun Qu, Yi Xu, Xiangyang Ji

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning.

Yun Qu, Yuhang Jiang, Boyuan Wang, Yixiu Mao, Cheems Wang, Chang Liu, Xiangyang Ji

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

2024

Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration.

Yun Qu, Boyuan Wang, Yuhang Jiang, Jianzhun Shao, Yixiu Mao, Cheems Wang, Chang Liu, Xiangyang Ji

CoRR, 2024

Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation.

Cheems Wang, Yiqin Lv, Yixiu Mao, Yun Qu, Yi Xu, Xiangyang Ji

CoRR, 2024

Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression.

Yixiu Mao, Qi Wang, Chen Chen, Yun Qu, Xiangyang Ji

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Doubly Mild Generalization for Offline Reinforcement Learning.

Yixiu Mao, Qi Wang, Yun Qu, Yuhang Jiang, Xiangyang Ji

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Supported Value Regularization for Offline Reinforcement Learning.

Yixiu Mao, Hongchang Zhang, Chen Chen, Yi Xu, Xiangyang Ji

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Supported Trust Region Optimization for Offline Reinforcement Learning.

Yixiu Mao, Hongchang Zhang, Chen Chen, Yi Xu, Xiangyang Ji

Proceedings of the International Conference on Machine Learning, 2023

In-sample Actor Critic for Offline Reinforcement Learning.

Hongchang Zhang, Yixiu Mao, Boyuan Wang, Shuncheng He, Yi Xu, Xiangyang Ji

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

A Hypergradient Approach to Robust Regression without Correspondence.

Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha

Proceedings of the 9th International Conference on Learning Representations, 2021