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- affiliation: Tsinghua University, Beijing, China
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2020 – today
- 2024
[j9]Yu Luo, Fuchun Sun, Tianying Ji, Xianyuan Zhan:
Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive Policies. RLJ 2: 733-762 (2024)- [j8]Xiaoyun Feng
, Li Jiang, Xudong Yu, Haoran Xu, Xiaoyan Sun, Jie Wang, Xianyuan Zhan, Wai Kin Chan:
Curriculum Goal-Conditioned Imitation for Offline Reinforcement Learning. IEEE Trans. Games 16(1): 102-112 (2024) - [c29]Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng:
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning. ECAI 2024: 1455-1462 - [c28]Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang:
Query-Policy Misalignment in Preference-Based Reinforcement Learning. ICLR 2024 - [c27]Liyuan Mao, Haoran Xu, Weinan Zhang, Xianyuan Zhan:
ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update. ICLR 2024 - [c26]Guan Wang, Sijie Cheng, Xianyuan Zhan, Xiangang Li, Sen Song, Yang Liu:
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data. ICLR 2024 - [c25]Yinan Zheng, Jianxiong Li, Dongjie Yu, Yujie Yang, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu:
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model. ICLR 2024 - [c24]Tianying Ji, Yu Luo, Fuchun Sun, Xianyuan Zhan, Jianwei Zhang, Huazhe Xu:
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic. ICML 2024 - [c23]Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan:
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning. ICML 2024 - [c22]Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan:
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts. ICML 2024 - [c21]Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan:
Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL. ICML 2024 - [c20]Hanfei Geng, Yi Sun, Yuanzhe Li, Jichao Leng, Xiangyu Zhu, Xianyuan Zhan, Yuanchun Li, Feng Zhao, Yunxin Liu:
TESLA: Thermally Safe, Load-Aware, and Energy-Efficient Cooling Control System for Data Centers. ICPP 2024: 939-949 - [c19]Haoyi Niu, Jianming Hu, Guyue Zhou, Xianyuan Zhan:
A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents. IJCAI 2024: 8197-8206 - [i38]Yinan Zheng, Jianxiong Li, Dongjie Yu, Yujie Yang, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu:
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model. CoRR abs/2401.10700 (2024) - [i37]Liyuan Mao, Haoran Xu, Weinan Zhang, Xianyuan Zhan:
ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update. CoRR abs/2402.00348 (2024) - [i36]Haoyi Niu, Jianming Hu, Guyue Zhou, Xianyuan Zhan:
A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents. CoRR abs/2402.04580 (2024) - [i35]Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan:
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning. CoRR abs/2402.18137 (2024) - [i34]Wenjun Zou, Yao Lyu, Jie Li, Yujie Yang, Shengbo Eben Li, Jingliang Duan, Xianyuan Zhan, Jingjing Liu, Yaqin Zhang, Keqiang Li:
Policy Bifurcation in Safe Reinforcement Learning. CoRR abs/2403.12847 (2024) - [i33]Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan:
Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL. CoRR abs/2405.18520 (2024) - [i32]Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan:
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts. CoRR abs/2405.19080 (2024) - [i31]Jinliang Zheng, Jianxiong Li, Sijie Cheng, Yinan Zheng, Jiaming Li, Jihao Liu, Yu Liu, Jingjing Liu, Xianyuan Zhan:
Instruction-Guided Visual Masking. CoRR abs/2405.19783 (2024) - [i30]Yu Luo, Fuchun Sun, Tianying Ji, Xianyuan Zhan:
Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive Policies. CoRR abs/2406.18053 (2024) - [i29]Liyuan Mao, Haoran Xu, Weinan Zhang, Xianyuan Zhan, Amy Zhang:
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning. CoRR abs/2407.20109 (2024) - [i28]Haoyi Niu, Qimao Chen, Tenglong Liu, Jianxiong Li, Guyue Zhou, Yi Zhang, Jianming Hu, Xianyuan Zhan:
xTED: Cross-Domain Policy Adaptation via Diffusion-Based Trajectory Editing. CoRR abs/2409.08687 (2024) - [i27]Jianxiong Li, Zhihao Wang, Jinliang Zheng, Xiaoai Zhou, Guanming Wang, Guanglu Song, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Junzhi Yu, Xianyuan Zhan:
Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning. CoRR abs/2410.01529 (2024) - 2023
- [j7]Huiling Qin, Xianyuan Zhan, Yu Zheng:
CSCAD: Correlation Structure-Based Collective Anomaly Detection in Complex System. IEEE Trans. Knowl. Data Eng. 35(5): 4634-4645 (2023) - [j6]Shuhan Liu, Di Weng, Yuan Tian, Zikun Deng, Haoran Xu, Xiangyu Zhu, Honglei Yin, Xianyuan Zhan, Yingcai Wu:
ECoalVis: Visual Analysis of Control Strategies in Coal-fired Power Plants. IEEE Trans. Vis. Comput. Graph. 29(1): 1091-1101 (2023) - [c18]Xiangsen Wang, Xianyuan Zhan:
Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization. AAMAS 2023: 2781-2783 - [c17]Li Jiang, Xiangsen Wang, Aidong Yang, Xidong Wang, Xiaojia Jin, Wei Wang, Xiaozhou Ye, Ye Ouyang, Xianyuan Zhan:
An Efficient Multi-Agent Optimization Approach for Coordinated Massive MIMO Beamforming. ICC 2023: 5632-5638 - [c16]Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang:
Mind the Gap: Offline Policy Optimization for Imperfect Rewards. ICLR 2023 - [c15]Jianxiong Li, Xianyuan Zhan, Haoran Xu, Xiangyu Zhu, Jingjing Liu, Ya-Qin Zhang:
When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning. ICLR 2023 - [c14]Haoran Xu, Li Jiang, Jianxiong Li, Zhuoran Yang, Zhaoran Wang, Wai Kin Victor Chan, Xianyuan Zhan:
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization. ICLR 2023 - [c13]Peng Cheng, Xianyuan Zhan, Zhi-Hao Wu, Wenjia Zhang, Youfang Lin, Shoucheng Song, Han Wang, Li Jiang:
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL. NeurIPS 2023 - [c12]Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan:
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization. NeurIPS 2023 - [i26]Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang:
Mind the Gap: Offline Policy Optimization for Imperfect Rewards. CoRR abs/2302.01667 (2023) - [i25]Haoran Xu, Li Jiang, Jianxiong Li, Zhuoran Yang, Zhaoran Wang, Wai Kin Victor Chan, Xianyuan Zhan:
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization. CoRR abs/2303.15810 (2023) - [i24]Fang Wu, Huiling Qin, Siyuan Li, Stan Z. Li, Xianyuan Zhan, Jinbo Xu:
InstructBio: A Large-scale Semi-supervised Learning Paradigm for Biochemical Problems. CoRR abs/2304.03906 (2023) - [i23]Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Ya-Qin Zhang:
PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning. CoRR abs/2305.15669 (2023) - [i22]Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang:
Query-Policy Misalignment in Preference-Based Reinforcement Learning. CoRR abs/2305.17400 (2023) - [i21]Tianying Ji, Yu Luo, Fuchun Sun, Xianyuan Zhan, Jianwei Zhang, Huazhe Xu:
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic. CoRR abs/2306.02865 (2023) - [i20]Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Shoucheng Song, Han Wang, Youfang Lin, Li Jiang:
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL. CoRR abs/2306.04220 (2023) - [i19]Xiangsen Wang, Xianyuan Zhan:
Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization. CoRR abs/2306.08900 (2023) - [i18]Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan:
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization. CoRR abs/2307.11620 (2023) - [i17]Guan Wang, Sijie Cheng, Xianyuan Zhan, Xiangang Li, Sen Song, Yang Liu:
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data. CoRR abs/2309.11235 (2023) - [i16]Haoyi Niu, Tianying Ji, Bingqi Liu, Haocheng Zhao, Xiangyu Zhu, Jianying Zheng, Pengfei Huang, Guyue Zhou, Jianming Hu, Xianyuan Zhan:
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps. CoRR abs/2309.12716 (2023) - [i15]Jianxiong Li, Shichao Lin, Tianyu Shi, Chujie Tian, Yu Mei, Jian Song, Xianyuan Zhan, Ruimin Li:
A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning. CoRR abs/2311.15920 (2023) - [i14]Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng:
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning. CoRR abs/2312.16892 (2023) - 2022
- [c11]Xianyuan Zhan, Haoran Xu, Yue Zhang, Xiangyu Zhu, Honglei Yin, Yu Zheng:
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning. AAAI 2022: 4680-4688 - [c10]Haoran Xu, Xianyuan Zhan, Xiangyu Zhu:
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning. AAAI 2022: 8753-8760 - [c9]Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan:
Discriminator-Guided Model-Based Offline Imitation Learning. CoRL 2022: 1266-1276 - [c8]Qiying Yu, Jieming Lou, Xianyuan Zhan, Qizhang Li, Wangmeng Zuo, Yang Liu, Jingjing Liu:
Adversarial Contrastive Learning via Asymmetric InfoNCE. ECCV (5) 2022: 53-69 - [c7]Haoran Xu, Xianyuan Zhan, Honglei Yin, Huiling Qin:
Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations. ICML 2022: 24725-24742 - [c6]Xianyuan Zhan, Xiangyu Zhu, Haoran Xu:
Model-Based Offline Planning with Trajectory Pruning. IJCAI 2022: 3716-3722 - [c5]Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming Hu, Xianyuan Zhan:
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning. NeurIPS 2022 - [c4]Haoran Xu, Li Jiang, Jianxiong Li, Xianyuan Zhan:
A Policy-Guided Imitation Approach for Offline Reinforcement Learning. NeurIPS 2022 - [i13]Jianxiong Li, Xianyuan Zhan, Haoran Xu, Xiangyu Zhu, Jingjing Liu, Ya-Qin Zhang:
Distance-Sensitive Offline Reinforcement Learning. CoRR abs/2205.11027 (2022) - [i12]Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming Hu, Xianyuan Zhan:
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning. CoRR abs/2206.13464 (2022) - [i11]Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan:
Discriminator-Guided Model-Based Offline Imitation Learning. CoRR abs/2207.00244 (2022) - [i10]Qiying Yu, Jieming Lou, Xianyuan Zhan, Qizhang Li, Wangmeng Zuo, Yang Liu, Jingjing Liu:
Adversarial Contrastive Learning via Asymmetric InfoNCE. CoRR abs/2207.08374 (2022) - [i9]Haoran Xu, Xianyuan Zhan, Honglei Yin, Huiling Qin:
Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations. CoRR abs/2207.10050 (2022) - [i8]Haoran Xu, Li Jiang, Jianxiong Li, Xianyuan Zhan:
A Policy-Guided Imitation Approach for Offline Reinforcement Learning. CoRR abs/2210.08323 (2022) - 2021
- [c3]Huiling Qin, Songyu Ke, Xiaodu Yang, Haoran Xu, Xianyuan Zhan, Yu Zheng:
Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning. AAAI 2021: 4312-4319 - [c2]Huiling Qin, Xianyuan Zhan, Yuanxun Li, Xiaodu Yang, Yu Zheng:
Network-Wide Traffic States Imputation Using Self-interested Coalitional Learning. KDD 2021: 1370-1378 - [i7]Xianyuan Zhan, Haoran Xu, Yue Zhang, Yusen Huo, Xiangyu Zhu, Honglei Yin, Yu Zheng:
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning. CoRR abs/2102.11492 (2021) - [i6]Xianyuan Zhan, Xiangyu Zhu, Haoran Xu:
Model-Based Offline Planning with Trajectory Pruning. CoRR abs/2105.07351 (2021) - [i5]Huiling Qin, Xianyuan Zhan, Yu Zheng:
CSCAD: Correlation Structure-based Collective Anomaly Detection in Complex System. CoRR abs/2105.14476 (2021) - [i4]Haoran Xu, Xianyuan Zhan, Xiangyu Zhu:
Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning. CoRR abs/2107.09003 (2021) - [i3]Haoran Xu, Xianyuan Zhan, Jianxiong Li, Honglei Yin:
Offline Reinforcement Learning with Soft Behavior Regularization. CoRR abs/2110.07395 (2021) - [i2]Jin Li, Xianyuan Zhan, Zixu Xiao, Guyue Zhou:
Efficient Robotic Manipulation Through Offline-to-Online Reinforcement Learning and Goal-Aware State Information. CoRR abs/2110.10905 (2021) - [i1]Guan Wang, Haoyi Niu, Desheng Zhu, Jianming Hu, Xianyuan Zhan, Guyue Zhou:
ModEL: A Modularized End-to-end Reinforcement Learning Framework for Autonomous Driving. CoRR abs/2110.11573 (2021)
2010 – 2019
- 2019
- [j5]Jonatan Zischg, Christopher Klinkhamer, Xianyuan Zhan, P. Suresh C. Rao, Robert Sitzenfrei:
A Century of Topological Coevolution of Complex Infrastructure Networks in an Alpine City. Complex. 2019: 2096749:1-2096749:16 (2019) - [j4]Hemant Gehlot, Xianyuan Zhan, Xinwu Qian, Christopher Thompson, Milind Kulkarni, Satish V. Ukkusuri:
A-RESCUE 2.0: A High-Fidelity, Parallel, Agent-Based Evacuation Simulator. J. Comput. Civ. Eng. 33(2) (2019) - 2017
- [j3]Xianyuan Zhan, Yu Zheng, Xiuwen Yi, Satish V. Ukkusuri:
Citywide Traffic Volume Estimation Using Trajectory Data. IEEE Trans. Knowl. Data Eng. 29(2): 272-285 (2017) - 2016
- [j2]Samiul Hasan, Satish V. Ukkusuri, Xianyuan Zhan:
Understanding Social Influence in Activity Location Choice and Lifestyle Patterns Using Geolocation Data from Social Media. Frontiers ICT 3: 10 (2016) - [j1]Xianyuan Zhan, Xinwu Qian, Satish V. Ukkusuri:
A Graph-Based Approach to Measuring the Efficiency of an Urban Taxi Service System. IEEE Trans. Intell. Transp. Syst. 17(9): 2479-2489 (2016) - 2013
- [c1]Samiul Hasan, Xianyuan Zhan, Satish V. Ukkusuri:
Understanding urban human activity and mobility patterns using large-scale location-based data from online social media. UrbComp@KDD 2013: 6:1-6:8
Coauthor Index
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