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ORCIDRui Yang 0010
Person information
- affiliation: University of Illinois at Urbana-Champaign, IL, USA
- affiliation (2022 - 2024): Hong Kong University of Science and Technology, HKUST, SAR, China
- affiliation (2015 - 2022): Tsinghua University, China
Other persons with the same name
- Rui Yang — disambiguation page
- Rui Yang 0001
![[0000-0002-2592-1696]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-2592-1696")
— University of South Carolina, Columbia, SC, US (and 2 more) - Rui Yang 0002 — National University of Singapore, DSP and VLSI Laboratory, Singapore
- Rui Yang 0003 — Microsoft Research China, Beijing, China
- Rui Yang 0004 — Virginia Polytechnic Institute and State University, Department of Computer Science, VA, USA
- Rui Yang 0005 — Australian National University, National Computational Infrastructure, Acton, Australia
- Rui Yang 0006 — Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China
- Rui Yang 0007 — Shandong University of Science and Technology, College of Electrical Engineering and Automation, Qingdao, China (and 1 more)
- Rui Yang 0008 — Nanjing University, Department of Computer Science and Technology, China
- Rui Yang 0009 — Harbin Institute of Technology, Department of Electrical Engineering, China
- Rui Yang 0011 — Shaanxi Normal University, Xi'an, Shaanxi, China
- Rui Yang 0012 — Wuhan University, School of Electronic Information, Collaborative Innovation Center of Geospatial Technology, China
- Rui Yang 0013 — Xi'an University of Posts and Telecommunications, Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, China
- Rui Yang 0014 — Shanghai Jiao Tong University, Department of Electronic Engineering, China (and 1 more)
- Rui Yang 0015 — National Renewable Energy Laboratory, Senior Research Engineer with the Power Systems Engineering Center, Golden, CO, USA (and 1 more)
- Rui Yang 0016 — Duke-NUS Medical School, Centre for Quantitative Medicine, Singapore
- Rui Yang 0017 — Sun Yat-sen University, Zhongshan School of Medicine, Guangzhou, China
- Rui Yang 0018 — Guilin University of Electronic Technology, Guangxi Key Laboratory of Images and Graphics Intelligent Processing, China
- Rui Yang 0019 — Ji Hua Laboratory, Foshan, China
- Rui Yang 0020 — Inner Mongolia University of Technology, College of Information Engineering, Hohhot, China
- Rui Yang 0021 — University of Tokyo, Graduate School of Information Science and Technology, Japan
- Rui Yang 0022 — Nanjing Normal University, School of Geographical Sciences, China
- Rui Yang 0023 — Dalian University of Technology, Faculty of Electronic Information and Electrical Engineering, China (and 1 more)
- Rui Yang 0024 — Central South University, School of Traffic and Transportation Engineering, Changsha, China
- Rui Yang 0025 — Hong Kong University of Science and Technology (Guangzhou), Robotics and Autonomous Systems Thrust, China
- Rui Yang 0026 — Shandong Jianzhu University, School of Mechanical and Electrical Engineering, Jinan, China (and 1 more)
- Rui Yang 0027 — Lanzhou University of Technology, School of Computer and Communication, China
- Rui Yang 0028 — Xidian University, Academy of Advanced Interdisciplinary Research, Xi'an, China (and 1 more)
- Rui Yang 0029 — Shihezi University, College of Information Science and Technology, China
- Rui Yang 0030 — Nanjing Normal University, Institute of Mathematics, School of Mathematical Sciences, China
- Rui Yang 0031 — University of Science and Technology of China, MoE Key Laboratory of Brain-Inspired Intelligent Perception and Cognition, Hefei, China
- Rui Yang 0032 — Xi'an Jiaotong University, School of Cyber Science and Engineering, China
- Rui Yang 0033 — University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China
- Rui Yang 0034 — Google, Mountain View, CA, USA (and 1 more)
- Rui Yang 0035 — Hubei University of Technology, School of Mechanical Engineering, Hubei Key Laboratory of Modern Manufacturing Quality Engineering, China
- Rui Yang 0036 — EPFL, Lausanne, Switzerland
- Rui Yang 0037 — Hohai University, College of Internet of Things Engineering, Changzhou, China
- Rui Yang 0038 — Xidian University, MOE Key Laboratory of Intelligent Perception and Image Understanding, Xi'an, China
- Rui Yang 0039 — Chinese Academy of Sciences, Institute of Software, State Key Lab of Computer Sciences, Beijing, China
- Rui Yang 0040 — Tsinghua University, Shenzhen International Graduate School, China
- Rui Yang 0041 — University of Hong Kong, Hong Kong (and 1 more)
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2020 – today
- 2025
[c14]Jiawei Xu, Rui Yang, Shuang Qiu, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han:
Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling. ICLR 2025- [c13]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:
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. ICML 2025 - [i31]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:
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. CoRR abs/2502.09560 (2025) - [i30]Feng Luo, Rui Yang, Hao Sun, Chunyuan Deng, Jiarui Yao, Jingyan Shen, Huan Zhang, Hanjie Chen:
Rethinking Diverse Human Preference Learning through Principal Component Analysis. CoRR abs/2502.13131 (2025) - [i29]Hantao Zhou, Rui Yang, Longxiang Tang, Guanyi Qin, Yan Zhang, Runze Hu, Xiu Li:
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts. CoRR abs/2503.06678 (2025) - [i28]Yifei He, Siqi Zeng, Yuzheng Hu, Rui Yang, Tong Zhang, Han Zhao:
MergeBench: A Benchmark for Merging Domain-Specialized LLMs. CoRR abs/2505.10833 (2025) - [i27]Zeyuan Liu, Zhihe Yang, Jiawei Xu, Rui Yang, Jiafei Lyu, Baoxiang Wang, Yunjian Xu, Xiu Li:
ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning. CoRR abs/2505.23871 (2025) - [i26]Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao:
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning. CoRR abs/2505.24846 (2025) - [i25]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:
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents. CoRR abs/2506.03143 (2025) - [i24]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:
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning. CoRR abs/2510.12693 (2025) - [i23]Qiusi Zhan, Hyeonjeong Ha, Rui Yang, Sirui Xu, Hanyang Chen, Liang-Yan Gui, Yu-Xiong Wang, Huan Zhang, Heng Ji, Daniel Kang:
Visual Backdoor Attacks on MLLM Embodied Decision Making via Contrastive Trigger Learning. CoRR abs/2510.27623 (2025) - [i22]Zhongjian Qiao, Rui Yang, Jiafei Lyu, Chenjia Bai, Xiu Li, Zhuoran Yang, Siyang Gao, Shuang Qiu:
Cross-Domain Offline Policy Adaptation with Dynamics- and Value-Aligned Data Filtering. CoRR abs/2512.02435 (2025) - [i21]Zhongjian Qiao, Rui Yang, Jiafei Lyu, Xiu Li, Zhongxiang Dai, Zhuoran Yang, Siyang Gao, Shuang Qiu:
Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts. CoRR abs/2512.02486 (2025) - 2024
- [j5]Xiaoyu Wen, Xudong Yu, Rui Yang, Haoyuan Chen, Chenjia Bai, Zhen Wang:
Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness. J. Artif. Intell. Res. 81: 481-509 (2024) - [j4]Mianchu Wang, Rui Yang, Xi Chen, Hao Sun, Meng Fang, Giovanni Montana:
GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models. Trans. Mach. Learn. Res. 2024 (2024) - [c12]Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang:
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards. ACL (1) 2024: 8642-8655 - [c11]Rui Yang, Han Zhong, Jiawei Xu, Amy Zhang, Chongjie Zhang, Lei Han, Tong Zhang:
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption. ICLR 2024 - [c10]Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen:
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. ICML 2024 - [c9]Huan Liao, Haonan Han, Kai Yang, Tianjiao Du, Rui Yang, Qinmei Xu, Zunnan Xu, Jingquan Liu, Jiasheng Lu, Xiu Li:
BATON: Aligning Text-to-Audio Model Using Human Preference Feedback. IJCAI 2024: 4542-4550 - [c8]Rui Yang, Ruomeng Ding, Yong Lin, Huan Zhang, Tong Zhang:
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs. NeurIPS 2024 - [i20]Huan Liao, Haonan Han, Kai Yang, Tianjiao Du, Rui Yang, Zunnan Xu, Qinmei Xu, Jingquan Liu, Jiasheng Lu, Xiu Li:
BATON: Aligning Text-to-Audio Model with Human Preference Feedback. CoRR abs/2402.00744 (2024) - [i19]Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen:
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. CoRR abs/2402.10207 (2024) - [i18]Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang:
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards. CoRR abs/2402.18571 (2024) - [i17]Haonan Han, Rui Yang, Huan Liao, Jiankai Xing, Zunnan Xu, Xiaoming Yu, Junwei Zha, Xiu Li, Wanhua Li:
REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment. CoRR abs/2405.18525 (2024) - [i16]Rui Yang, Ruomeng Ding, Yong Lin, Huan Zhang, Tong Zhang:
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs. CoRR abs/2406.10216 (2024) - [i15]Jiawei Xu, Rui Yang, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han:
Robust Decision Transformer: Tackling Data Corruption in Offline RL via Sequence Modeling. CoRR abs/2407.04285 (2024) - [i14]Shuang Qiu, Dake Zhang, Rui Yang, Boxiang Lyu, Tong Zhang:
Traversing Pareto Optimal Policies: Provably Efficient Multi-Objective Reinforcement Learning. CoRR abs/2407.17466 (2024) - 2023
- [j3]Jiawei Xu, Shuxing Li, Rui Yang, Chun Yuan, Lei Han:
Efficient Multi-Goal Reinforcement Learning via Value Consistency Prioritization. J. Artif. Intell. Res. 77: 355-376 (2023) - [c7]Rui Yang, Lin Yong, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang:
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? ICML 2023: 39543-39571 - [c6]Chenlu Ye, Rui Yang, Quanquan Gu, Tong Zhang:
Corruption-Robust Offline Reinforcement Learning with General Function Approximation. NeurIPS 2023 - [i13]Rui Yang, Yong Lin, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang:
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? CoRR abs/2305.18882 (2023) - [i12]Xiaoyu Wen, Xudong Yu, Rui Yang, Chenjia Bai, Zhen Wang:
Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness. CoRR abs/2309.16973 (2023) - [i11]Rui Yang, Han Zhong, Jiawei Xu, Amy Zhang, Chongjie Zhang, Lei Han, Tong Zhang:
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption. CoRR abs/2310.12955 (2023) - [i10]Chenlu Ye, Rui Yang, Quanquan Gu, Tong Zhang:
Corruption-Robust Offline Reinforcement Learning with General Function Approximation. CoRR abs/2310.14550 (2023) - [i9]Mianchu Wang, Rui Yang, Xi Chen, Meng Fang:
GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models. CoRR abs/2310.20025 (2023) - 2022
- [j2]Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li:
UniInst: Unique representation for end-to-end instance segmentation. Neurocomputing 514: 551-562 (2022) - [c5]Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li:
ScalableViT: Rethinking the Context-Oriented Generalization of Vision Transformer. ECCV (24) 2022: 480-496 - [c4]Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang:
Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL. ICLR 2022 - [c3]Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou:
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping. NeurIPS 2022 - [c2]Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han:
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. NeurIPS 2022 - [i8]Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang:
Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL. CoRR abs/2202.04478 (2022) - [i7]Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li:
ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer. CoRR abs/2203.10790 (2022) - [i6]Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li:
UniInst: Unique Representation for End-to-End Instance Segmentation. CoRR abs/2205.12646 (2022) - [i5]Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han:
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. CoRR abs/2206.02829 (2022) - [i4]Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou:
Exploiting Reward Shifting in Value-Based Deep RL. CoRR abs/2209.07288 (2022) - 2021
- [j1]Runze Hu, Rui Yang, Yutao Liu, Xiu Li:
Simulation and Mitigation of the Wrap-Around Artifact in the MRI Image. Frontiers Comput. Neurosci. 15: 746549 (2021) - [c1]Rui Yang, Feng Luo, Xiu Li:
Combining Hindsight with Goal-enhanced Prediction for Multi-goal Reinforcement Learning. ICTAI 2021: 314-321 - [i3]Rui Yang, Jiafei Lyu, Yu Yang, Jiangpeng Yan, Feng Luo, Dijun Luo, Lanqing Li, Xiu Li:
Bias-reduced multi-step hindsight experience replay. CoRR abs/2102.12962 (2021) - [i2]Rui Yang, Meng Fang, Lei Han, Yali Du, Feng Luo, Xiu Li:
MHER: Model-based Hindsight Experience Replay. CoRR abs/2107.00306 (2021) - 2020
- [i1]Lanqing Li, Rui Yang, Dijun Luo:
Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization. CoRR abs/2010.01112 (2020)
Coauthor Index
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