Xu-Hui Liu

According to our database, Xu-Hui Liu authored at least 14 papers between 2021 and 2025.

Collaborative distances:

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

2025

A Survey on Large Language Models for Mathematical Reasoning.

Peng-Yuan Wang, Tian-Shuo Liu, Chenyang Wang, Yi-Di Wang, Shu Yan, Cheng-Xing Jia, Xu-Hui Liu, Xin-Wei Chen, Jia-Cheng Xu, Ziniu Li, Yang Yu

CoRR, June, 2025

InCLET: Large Language Model In-context Learning can Improve Embodied Instruction-following.

Peng-Yuan Wang, Jing-Cheng Pang, Chenyang Wang, Xu-Hui Liu, Tian-Shuo Liu, Si-Hang Yang, Hong Qian, Yang Yu

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning.

Tian-Shuo Liu, Xu-Hui Liu, Ruifeng Chen, Lixuan Jin, Pengyuan Wang, Zhilong Zhang, Yang Yu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models.

Xu-Hui Liu, Yali Du, Jun Wang, Yang Yu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning.

Xu-Hui Liu, Tian-Shuo Liu, Shengyi Jiang, Ruifeng Chen, Zhilong Zhang, Xinwei Chen, Yang Yu

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

Offline Transition Modeling via Contrastive Energy Learning.

Ruifeng Chen, Chengxing Jia, Zefang Huang, Tian-Shuo Liu, Xu-Hui Liu, Yang Yu

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

Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation.

Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Foresight Distribution Adjustment for Off-policy Reinforcement Learning.

Ruifeng Chen, Xu-Hui Liu, Tian-Shuo Liu, Shengyi Jiang, Feng Xu, Yang Yu

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement.

Xu-Hui Liu, Feng Xu, Xinyu Zhang, Tianyuan Liu, Shengyi Jiang, Ruifeng Chen, Zongzhang Zhang, Yang Yu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Cascaded Algorithm Selection With Extreme-Region UCB Bandit.

Yi-Qi Hu, Xu-Hui Liu, Shu-Qiao Li, Yang Yu

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Hybrid Value Estimation for Off-policy Evaluation and Offline Reinforcement Learning.

Xue-Kun Jin, Xu-Hui Liu, Shengyi Jiang, Yang Yu

CoRR, 2022

The Teaching Dimension of Regularized Kernel Learners.

Hong Qian, Xu-Hui Liu, Chen-Xi Su, Aimin Zhou, Yang Yu

Proceedings of the International Conference on Machine Learning, 2022

2021

Regret Minimization Experience Replay.

Zhenghai Xue, Xu-Hui Liu, Jing-Cheng Pang, Shengyi Jiang, Feng Xu, Yang Yu

CoRR, 2021

Regret Minimization Experience Replay in Off-Policy Reinforcement Learning.

Xu-Hui Liu, Zhenghai Xue, Jing-Cheng Pang, Shengyi Jiang, Feng Xu, Yang Yu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021