Rui Yang

According to our database, Rui Yang authored at least 35 papers between 2020 and 2024.

Collaborative distances:

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

2024

GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models.

Mianchu Wang, Rui Yang, Xi Chen, Hao Sun, Meng Fang, Giovanni Montana

Trans. Mach. Learn. Res., 2024

Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness.

Xiaoyu Wen, Xudong Yu, Rui Yang, Haoyuan Chen, Chenjia Bai, Zhen Wang

J. Artif. Intell. Res., 2024

Traversing Pareto Optimal Policies: Provably Efficient Multi-Objective Reinforcement Learning.

Shuang Qiu, Dake Zhang, Rui Yang, Boxiang Lyu, Tong Zhang

CoRR, 2024

Robust Decision Transformer: Tackling Data Corruption in Offline RL via Sequence Modeling.

Jiawei Xu, Rui Yang, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han

CoRR, 2024

Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs.

Rui Yang, Ruomeng Ding, Yong Lin, Huan Zhang, Tong Zhang

CoRR, 2024

UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment.

Hantao Zhou, Longxiang Tang, Rui Yang, Guanyi Qin, Yan Zhang, Runze Hu, Xiu Li

CoRR, 2024

REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment.

Haonan Han, Rui Yang, Huan Liao, Jiankai Xing, Zunnan Xu, Xiaoming Yu, Junwei Zha, Xiu Li, Wanhua Li

CoRR, 2024

BATON: Aligning Text-to-Audio Model with Human Preference Feedback.

Huan Liao, Haonan Han, Kai Yang, Tianjiao Du, Rui Yang, Zunnan Xu, Qinmei Xu, Jingquan Liu, Jiasheng Lu, Xiu Li

CoRR, 2024

BATON: Aligning Text-to-Audio Model Using Human Preference Feedback.

Huan Liao, Haonan Han, Kai Yang, Tianjiao Du, Rui Yang, Qinmei Xu, Zunnan Xu, Jingquan Liu, Jiasheng Lu, Xiu Li

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

Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment.

Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen

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

Towards Robust Offline Reinforcement Learning under Diverse Data Corruption.

Rui Yang, Han Zhong, Jiawei Xu, Amy Zhang, Chongjie Zhang, Lei Han, Tong Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards.

Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

ETDNet: Efficient Transformer-Based Detection Network for Surface Defect Detection.

Hantao Zhou, Rui Yang, Runze Hu, Chang Shu, Xiaochu Tang, Xiu Li

IEEE Trans. Instrum. Meas., 2023

Efficient Multi-Goal Reinforcement Learning via Value Consistency Prioritization.

Jiawei Xu, Shuxing Li, Rui Yang, Chun Yuan, Lei Han

J. Artif. Intell. Res., 2023

GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models.

Mianchu Wang, Rui Yang, Xi Chen, Meng Fang

CoRR, 2023

Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness.

Xiaoyu Wen, Xudong Yu, Rui Yang, Chenjia Bai, Zhen Wang

CoRR, 2023

UniHead: Unifying Multi-Perception for Detection Heads.

Hantao Zhou, Rui Yang, Yachao Zhang, Haoran Duan, Yawen Huang, Runze Hu, Xiu Li, Yefeng Zheng

CoRR, 2023

What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

Rui Yang, Yong Lin, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang

CoRR, 2023

Corruption-Robust Offline Reinforcement Learning with General Function Approximation.

Chenlu Ye, Rui Yang, Quanquan Gu, Tong Zhang

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

GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction.

Rui Yang, Lin Song, Yanwei Li, Sijie Zhao, Yixiao Ge, Xiu Li, Ying Shan

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

What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

Rui Yang, Lin Yong, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang

Proceedings of the International Conference on Machine Learning, 2023

BoxSnake: Polygonal Instance Segmentation with Box Supervision.

Rui Yang, Lin Song, Yixiao Ge, Xiu Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SSGD: A Smartphone Screen Glass Dataset for Defect Detection.

Haonan Han, Rui Yang, Shuyan Li, Runze Hu, Xiu Li

Proceedings of the IEEE International Conference on Acoustics, 2023

GH-QFL: Enhancing Industrial Defect Detection Through Hard Example Mining.

Xianjing Xiao, Yan Du, Rui Yang, Runze Hu, Xiu Li

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

UniInst: Unique representation for end-to-end instance segmentation.

Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li

Neurocomputing, 2022

Exploiting Reward Shifting in Value-Based Deep RL.

Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou

CoRR, 2022

RORL: Robust Offline Reinforcement Learning via Conservative Smoothing.

Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping.

Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.

Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang

Proceedings of the Tenth International Conference on Learning Representations, 2022

ScalableViT: Rethinking the Context-Oriented Generalization of Vision Transformer.

Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li

Proceedings of the Computer Vision, 2022

2021

Simulation and Mitigation of the Wrap-Around Artifact in the MRI Image.

Runze Hu, Rui Yang, Yutao Liu, Xiu Li

Frontiers Comput. Neurosci., 2021

MHER: Model-based Hindsight Experience Replay.

Rui Yang, Meng Fang, Lei Han, Yali Du, Feng Luo, Xiu Li

CoRR, 2021

Bias-reduced multi-step hindsight experience replay.

Rui Yang, Jiafei Lyu, Yu Yang, Jiangpeng Yan, Feng Luo, Dijun Luo, Lanqing Li, Xiu Li

CoRR, 2021

Combining Hindsight with Goal-enhanced Prediction for Multi-goal Reinforcement Learning.

Rui Yang, Feng Luo, Xiu Li

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization.

Lanqing Li, Rui Yang, Dijun Luo

CoRR, 2020