Rui Yang - RankMe

51 papers A* 12B 1Journal 36Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning. CoRR Zeyuan Liu, Zhihe Yang, Jiawei Xu, Rui Yang, Jiafei Lyu, Baoxiang Wang, Yunjian Xu, Xiu Li
2025	J	`jnl`	Cross-Domain Offline Policy Adaptation with Dynamics- and Value-Aligned Data Filtering. CoRR Zhongjian Qiao, Rui Yang, Jiafei Lyu, Chenjia Bai, Xiu Li, Zhuoran Yang, Siyang Gao, Shuang Qiu
2025	J	`jnl`	Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts. CoRR Zhongjian Qiao, Rui Yang, Jiafei Lyu, Xiu Li, Zhongxiang Dai, Zhuoran Yang, Siyang Gao, Shuang Qiu
2025	J	`jnl`	ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning. CoRR Hanyang Chen, Mark Zhao, Rui Yang, Qinwei Ma, Ke Yang, Jiarui Yao, Kangrui Wang, Hao Bai, Zhenhailong Wang, Rui Pan, Mengchao Zhang, Jose A. Barreiros, Aykut Özgün Önol, ChengXiang Zhai, Heng Ji, Manling Li, Huan Zhang, Tong Zhang
2025	A*	`conf`	EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. ICML Rui Yang, Hanyang Chen, Junyu Zhang, Mark Zhao, Cheng Qian, Kangrui Wang, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang
2025	J	`jnl`	EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. CoRR Rui Yang, Hanyang Chen, Junyu Zhang, Mark Zhao, Cheng Qian, Kangrui Wang, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang
2025	J	`jnl`	GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents. CoRR Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
2025	J	`jnl`	Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts. CoRR Hantao Zhou, Rui Yang, Longxiang Tang, Guanyi Qin, Yan Zhang, Runze Hu, Xiu Li
2025	J	`jnl`	MergeBench: A Benchmark for Merging Domain-Specialized LLMs. CoRR Yifei He, Siqi Zeng, Yuzheng Hu, Rui Yang, Tong Zhang, Han Zhao
2025	A*	`conf`	MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning. EMNLP Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao
2025	J	`jnl`	MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning. CoRR Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao
2025	J	`jnl`	Rethinking Diverse Human Preference Learning through Principal Component Analysis. CoRR Feng Luo, Rui Yang, Hao Sun, Chunyuan Deng, Jiarui Yao, Jingyan Shen, Huan Zhang, Hanjie Chen
2025	A*	`conf`	Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling. ICLR Jiawei Xu, Rui Yang, Shuang Qiu, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han
2025	J	`jnl`	Visual Backdoor Attacks on MLLM Embodied Decision Making via Contrastive Trigger Learning. CoRR Qiusi Zhan, Hyeonjeong Ha, Rui Yang, Sirui Xu, Hanyang Chen, Liang-Yan Gui, Yu-Xiong Wang, Huan Zhang, Heng Ji, Daniel Kang
2024	—	`conf`	Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards. ACL (1) Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang
2024	J	`jnl`	Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards. CoRR Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang
2024	A*	`conf`	BATON: Aligning Text-to-Audio Model Using Human Preference Feedback. IJCAI Huan Liao, Haonan Han, Kai Yang, Tianjiao Du, Rui Yang, Qinmei Xu, Zunnan Xu, Jingquan Liu, Jiasheng Lu, Xiu Li
2024	J	`jnl`	BATON: Aligning Text-to-Audio Model with Human Preference Feedback. CoRR Huan Liao, Haonan Han, Kai Yang, Tianjiao Du, Rui Yang, Zunnan Xu, Qinmei Xu, Jingquan Liu, Jiasheng Lu, Xiu Li
2024	J	`jnl`	GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models. Trans. Mach. Learn. Res. Mianchu Wang, Rui Yang, Xi Chen, Hao Sun, Meng Fang, Giovanni Montana
2024	J	`jnl`	REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment. CoRR Haonan Han, Rui Yang, Huan Liao, Jiankai Xing, Zunnan Xu, Xiaoming Yu, Junwei Zha, Xiu Li, Wanhua Li
2024	A*	`conf`	Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs. NeurIPS Rui Yang, Ruomeng Ding, Yong Lin, Huan Zhang, Tong Zhang
2024	J	`jnl`	Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs. CoRR Rui Yang, Ruomeng Ding, Yong Lin, Huan Zhang, Tong Zhang
2024	A*	`conf`	Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. ICML Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen
2024	J	`jnl`	Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. CoRR Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen
2024	J	`jnl`	Robust Decision Transformer: Tackling Data Corruption in Offline RL via Sequence Modeling. CoRR Jiawei Xu, Rui Yang, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han
2024	A*	`conf`	Towards Robust Offline Reinforcement Learning under Diverse Data Corruption. ICLR Rui Yang, Han Zhong, Jiawei Xu, Amy Zhang, Chongjie Zhang, Lei Han, Tong Zhang
2024	J	`jnl`	Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness. J. Artif. Intell. Res. Xiaoyu Wen, Xudong Yu, Rui Yang, Haoyuan Chen, Chenjia Bai, Zhen Wang
2024	J	`jnl`	Traversing Pareto Optimal Policies: Provably Efficient Multi-Objective Reinforcement Learning. CoRR Shuang Qiu, Dake Zhang, Rui Yang, Boxiang Lyu, Tong Zhang
2023	A*	`conf`	Corruption-Robust Offline Reinforcement Learning with General Function Approximation. NeurIPS Chenlu Ye, Rui Yang, Quanquan Gu, Tong Zhang
2023	J	`jnl`	Corruption-Robust Offline Reinforcement Learning with General Function Approximation. CoRR Chenlu Ye, Rui Yang, Quanquan Gu, Tong Zhang
2023	J	`jnl`	Efficient Multi-Goal Reinforcement Learning via Value Consistency Prioritization. J. Artif. Intell. Res. Jiawei Xu, Shuxing Li, Rui Yang, Chun Yuan, Lei Han
2023	J	`jnl`	GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models. CoRR Mianchu Wang, Rui Yang, Xi Chen, Meng Fang
2023	J	`jnl`	Towards Robust Offline Reinforcement Learning under Diverse Data Corruption. CoRR Rui Yang, Han Zhong, Jiawei Xu, Amy Zhang, Chongjie Zhang, Lei Han, Tong Zhang
2023	J	`jnl`	Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness. CoRR Xiaoyu Wen, Xudong Yu, Rui Yang, Chenjia Bai, Zhen Wang
2023	A*	`conf`	What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? ICML Rui Yang, Lin Yong, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang
2023	J	`jnl`	What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? CoRR Rui Yang, Yong Lin, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang
2022	A*	`conf`	Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping. NeurIPS Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou
2022	J	`jnl`	Exploiting Reward Shifting in Value-Based Deep RL. CoRR Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou
2022	A*	`conf`	RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. NeurIPS Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han
2022	J	`jnl`	RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. CoRR Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han
2022	A*	`conf`	Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL. ICLR Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
2022	J	`jnl`	Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL. CoRR Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
2022	—	`conf`	ScalableViT: Rethinking the Context-Oriented Generalization of Vision Transformer. ECCV (24) Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li
2022	J	`jnl`	ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer. CoRR Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li
2022	J	`jnl`	UniInst: Unique Representation for End-to-End Instance Segmentation. CoRR Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li
2022	J	`jnl`	UniInst: Unique representation for end-to-end instance segmentation. Neurocomputing Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li
2021	J	`jnl`	Bias-reduced multi-step hindsight experience replay. CoRR Rui Yang, Jiafei Lyu, Yu Yang, Jiangpeng Yan, Feng Luo, Dijun Luo, Lanqing Li, Xiu Li
2021	B	`conf`	Combining Hindsight with Goal-enhanced Prediction for Multi-goal Reinforcement Learning. ICTAI Rui Yang, Feng Luo, Xiu Li
2021	J	`jnl`	MHER: Model-based Hindsight Experience Replay. CoRR Rui Yang, Meng Fang, Lei Han, Yali Du, Feng Luo, Xiu Li
2021	J	`jnl`	Simulation and Mitigation of the Wrap-Around Artifact in the MRI Image. Frontiers Comput. Neurosci. Runze Hu, Rui Yang, Yutao Liu, Xiu Li
2020	J	`jnl`	Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization. CoRR Lanqing Li, Rui Yang, Dijun Luo