Xianyuan Zhan - RankMe

103 papers A* 32A 2B 1Misc 1Journal 63Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Demystifying Action Space Design for Robotic Manipulation Policies. CoRR Yuchun Feng, Jinliang Zheng, Zhihao Wang, Dongxiu Liu, Jianxiong Li, Jiangmiao Pang, Tai Wang, Xianyuan Zhan
2026	J	`jnl`	Dichotomous Diffusion Policy Optimization. CoRR Ruiming Liang, Yinan Zheng, Kexin Zheng, Tianyi Tan, Jianxiong Li, Liyuan Mao, Zhihao Wang, Guang Chen, Hangjun Ye, Jingjing Liu, Jinqiao Wang, Xianyuan Zhan
2026	J	`jnl`	Unleashing the Potential of Diffusion Models for End-to-End Autonomous Driving. CoRR Yinan Zheng, Tianyi Tan, Bin Huang, Enguang Liu, Ruiming Liang, Jianlin Zhang, Jianwei Cui, Guang Chen, Kun Ma, Hangjun Ye, Long Chen, Ya-Qin Zhang, Xianyuan Zhan, Jingjing Liu
2026	J	`jnl`	Unraveling the Hidden Dynamical Structure in Recurrent Neural Policies. CoRR Jin Li, Yue Wu, Mengsha Huang, Yuhao Sun, Hao He, Xianyuan Zhan
2025	A*	`conf`	Are Expressive Models Truly Necessary for Offline RL? AAAI Guan Wang, Haoyi Niu, Jianxiong Li, Li Jiang, Jianming Hu, Xianyuan Zhan
2025	J	`jnl`	Bare Minimum Mitigations for Autonomous AI Development. CoRR Joshua Clymer, Isabella Duan, Chris Cundy, Yawen Duan, Fynn Heide, Chaochao Lu, Sören Mindermann, Conor McGurk, Xudong Pan, Saad Siddiqui, Jingren Wang, Min Yang, Xianyuan Zhan
2025	A*	`conf`	Data Center Cooling System Optimization Using Offline Reinforcement Learning. ICLR Xianyuan Zhan, Xiangyu Zhu, Peng Cheng, Xiao Hu, Ziteng He, Hanfei Geng, Jichao Leng, Huiwen Zheng, Chenhui Liu, Tianshun Hong, Yan Liang, Yunxin Liu, Feng Zhao
2025	J	`jnl`	Data Center Cooling System Optimization Using Offline Reinforcement Learning. CoRR Xianyuan Zhan, Xiangyu Zhu, Peng Cheng, Xiao Hu, Ziteng He, Hanfei Geng, Jichao Leng, Huiwen Zheng, Chenhui Liu, Tianshun Hong, Yan Liang, Yunxin Liu, Feng Zhao
2025	A*	`conf`	Diffusion-Based Planning for Autonomous Driving with Flexible Guidance. ICLR Yinan Zheng, Ruiming Liang, Kexin Zheng, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu
2025	J	`jnl`	Diffusion-Based Planning for Autonomous Driving with Flexible Guidance. CoRR Yinan Zheng, Ruiming Liang, Kexin Zheng, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu
2025	J	`jnl`	Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving. CoRR Pengxiang Li, Yinan Zheng, Yue Wang, Huimin Wang, Hang Zhao, Jingjing Liu, Xianyuan Zhan, Kun Zhan, Xianpeng Lang
2025	A*	`conf`	Efficient Robotic Policy Learning via Latent Space Backward Planning. ICML Dongxiu Liu, Haoyi Niu, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan
2025	J	`jnl`	Efficient Robotic Policy Learning via Latent Space Backward Planning. CoRR Dongxiu Liu, Haoyi Niu, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan
2025	J	`jnl`	Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling. CoRR Tianyi Tan, Yinan Zheng, Ruiming Liang, Zexu Wang, Kexin Zheng, Jinliang Zheng, Jianxiong Li, Xianyuan Zhan, Jingjing Liu
2025	A*	`conf`	H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps. ICRA Haoyi Niu, Tianying Ji, Bingqi Liu, Haocheng Zhao, Xiangyu Zhu, Jianying Zheng, Pengfei Huang, Guyue Zhou, Jianming Hu, Xianyuan Zhan
2025	J	`jnl`	PhysiAgent: An Embodied Agent Framework in Physical World. CoRR Zhihao Wang, Jianxiong Li, Jinliang Zheng, Wencong Zhang, Dongxiu Liu, Yinan Zheng, Haoyi Niu, Junzhi Yu, Xianyuan Zhan
2025	A*	`conf`	Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning. ICRA Jianxiong Li, Zhihao Wang, Jinliang Zheng, Xiaoai Zhou, Guanming Wang, Guanglu Song, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Junzhi Yu, Xianyuan Zhan
2025	A*	`conf`	Skill Expansion and Composition in Parameter Space. ICLR Tenglong Liu, Jianxiong Li, Yinan Zheng, Haoyi Niu, Yixing Lan, Xin Xu, Xianyuan Zhan
2025	J	`jnl`	Skill Expansion and Composition in Parameter Space. CoRR Tenglong Liu, Jianxiong Li, Yinan Zheng, Haoyi Niu, Yixing Lan, Xin Xu, Xianyuan Zhan
2025	J	`jnl`	Towards Robust Zero-Shot Reinforcement Learning. CoRR Kexin Zheng, Lauriane Teyssier, Yinan Zheng, Yu Luo, Xianyuan Zhan
2025	A*	`conf`	Universal Actions for Enhanced Embodied Foundation Models. CVPR Jinliang Zheng, Jianxiong Li, Dongxiu Liu, Yinan Zheng, Zhihao Wang, Zhonghong Ou, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan
2025	J	`jnl`	Universal Actions for Enhanced Embodied Foundation Models. CoRR Jinliang Zheng, Jianxiong Li, Dongxiu Liu, Yinan Zheng, Zhihao Wang, Zhonghong Ou, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan
2025	J	`jnl`	X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model. CoRR Jinliang Zheng, Jianxiong Li, Zhihao Wang, Dongxiu Liu, Xirui Kang, Yuchun Feng, Yinan Zheng, Jiayin Zou, Yilun Chen, Jia Zeng, Ya-Qin Zhang, Jiangmiao Pang, Jingjing Liu, Tai Wang, Xianyuan Zhan
2024	A*	`conf`	A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents. IJCAI Haoyi Niu, Jianming Hu, Guyue Zhou, Xianyuan Zhan
2024	J	`jnl`	A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents. CoRR Haoyi Niu, Jianming Hu, Guyue Zhou, Xianyuan Zhan
2024	J	`jnl`	Are Expressive Models Truly Necessary for Offline RL? CoRR Guan Wang, Haoyi Niu, Jianxiong Li, Li Jiang, Jianming Hu, Xianyuan Zhan
2024	J	`jnl`	Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive Policies. RLJ Yu Luo, Fuchun Sun, Tianying Ji, Xianyuan Zhan
2024	J	`jnl`	Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive Policies. CoRR Yu Luo, Fuchun Sun, Tianying Ji, Xianyuan Zhan
2024	J	`jnl`	Curriculum Goal-Conditioned Imitation for Offline Reinforcement Learning. IEEE Trans. Games Xiaoyun Feng, Li Jiang, Xudong Yu, Haoran Xu, Xiaoyan Sun, Jie Wang, Xianyuan Zhan, Wai Kin Chan
2024	A*	`conf`	DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning. ICML 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
2024	J	`jnl`	DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning. CoRR 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
2024	A*	`conf`	Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning. NeurIPS Liyuan Mao, Haoran Xu, Xianyuan Zhan, Weinan Zhang, Amy Zhang
2024	J	`jnl`	Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning. CoRR Liyuan Mao, Haoran Xu, Weinan Zhang, Xianyuan Zhan, Amy Zhang
2024	A	`conf`	FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning. ECAI Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng
2024	A*	`conf`	Instruction-Guided Visual Masking. NeurIPS Jinliang Zheng, Jianxiong Li, Sijie Cheng, Yinan Zheng, Jiaming Li, Jihao Liu, Yu Liu, Jingjing Liu, Xianyuan Zhan
2024	J	`jnl`	Instruction-Guided Visual Masking. CoRR Jinliang Zheng, Jianxiong Li, Sijie Cheng, Yinan Zheng, Jiaming Li, Jihao Liu, Yu Liu, Jingjing Liu, Xianyuan Zhan
2024	—	`conf`	Motion Planning Integrated with Vehicle-Terrain Interactions for Off-Road Autonomous Ground Vehicles. ITSC Jianhua Yin, Xianyuan Zhan, Tianying Ji, BingRong Xu, Yi He, Daqing Zhang, Lingxi Li
2024	A*	`conf`	ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update. ICLR Liyuan Mao, Haoran Xu, Weinan Zhang, Xianyuan Zhan
2024	J	`jnl`	ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update. CoRR Liyuan Mao, Haoran Xu, Weinan Zhang, Xianyuan Zhan
2024	A*	`conf`	OMPO: A Unified Framework for RL under Policy and Dynamics Shifts. ICML Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan
2024	J	`jnl`	OMPO: A Unified Framework for RL under Policy and Dynamics Shifts. CoRR Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan
2024	A*	`conf`	Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL. ICML Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan
2024	J	`jnl`	Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL. CoRR Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan
2024	A*	`conf`	OpenChat: Advancing Open-source Language Models with Mixed-Quality Data. ICLR Guan Wang, Sijie Cheng, Xianyuan Zhan, Xiangang Li, Sen Song, Yang Liu
2024	J	`jnl`	Policy Bifurcation in Safe Reinforcement Learning. CoRR Wenjun Zou, Yao Lyu, Jie Li, Yujie Yang, Shengbo Eben Li, Jingliang Duan, Xianyuan Zhan, Jingjing Liu, Yaqin Zhang, Keqiang Li
2024	A*	`conf`	Query-Policy Misalignment in Preference-Based Reinforcement Learning. ICLR Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
2024	J	`jnl`	Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning. CoRR Jianxiong Li, Zhihao Wang, Jinliang Zheng, Xiaoai Zhou, Guanming Wang, Guanglu Song, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Junzhi Yu, Xianyuan Zhan
2024	A*	`conf`	Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model. ICLR Yinan Zheng, Jianxiong Li, Dongjie Yu, Yujie Yang, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu
2024	J	`jnl`	Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model. CoRR Yinan Zheng, Jianxiong Li, Dongjie Yu, Yujie Yang, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu
2024	A*	`conf`	Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic. ICML Tianying Ji, Yu Luo, Fuchun Sun, Xianyuan Zhan, Jianwei Zhang, Huazhe Xu
2024	B	`conf`	TESLA: Thermally Safe, Load-Aware, and Energy-Efficient Cooling Control System for Data Centers. ICPP Hanfei Geng, Yi Sun, Yuanzhe Li, Jichao Leng, Xiangyu Zhu, Xianyuan Zhan, Yuanchun Li, Feng Zhao, Yunxin Liu
2024	J	`jnl`	xTED: Cross-Domain Policy Adaptation via Diffusion-Based Trajectory Editing. CoRR Haoyi Niu, Qimao Chen, Tenglong Liu, Jianxiong Li, Guyue Zhou, Yi Zhang, Jianming Hu, Xianyuan Zhan
2023	J	`jnl`	A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning. CoRR Jianxiong Li, Shichao Lin, Tianyu Shi, Chujie Tian, Yu Mei, Jian Song, Xianyuan Zhan, Ruimin Li
2023	—	`conf`	An Efficient Multi-Agent Optimization Approach for Coordinated Massive MIMO Beamforming. ICC Li Jiang, Xiangsen Wang, Aidong Yang, Xidong Wang, Xiaojia Jin, Wei Wang, Xiaozhou Ye, Ye Ouyang, Xianyuan Zhan
2023	J	`jnl`	CSCAD: Correlation Structure-Based Collective Anomaly Detection in Complex System. IEEE Trans. Knowl. Data Eng. Huiling Qin, Xianyuan Zhan, Yu Zheng
2023	J	`jnl`	ECoalVis: Visual Analysis of Control Strategies in Coal-fired Power Plants. IEEE Trans. Vis. Comput. Graph. Shuhan Liu, Di Weng, Yuan Tian, Zikun Deng, Haoran Xu, Xiangyu Zhu, Honglei Yin, Xianyuan Zhan, Yingcai Wu
2023	J	`jnl`	FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning. CoRR Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng
2023	J	`jnl`	H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps. CoRR Haoyi Niu, Tianying Ji, Bingqi Liu, Haocheng Zhao, Xiangyu Zhu, Jianying Zheng, Pengfei Huang, Guyue Zhou, Jianming Hu, Xianyuan Zhan
2023	J	`jnl`	InstructBio: A Large-scale Semi-supervised Learning Paradigm for Biochemical Problems. CoRR Fang Wu, Huiling Qin, Siyuan Li, Stan Z. Li, Xianyuan Zhan, Jinbo Xu
2023	A*	`conf`	Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL. NeurIPS Peng Cheng, Xianyuan Zhan, Zhi-Hao Wu, Wenjia Zhang, Youfang Lin, Shoucheng Song, Han Wang, Li Jiang
2023	J	`jnl`	Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL. CoRR Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Shoucheng Song, Han Wang, Youfang Lin, Li Jiang
2023	A*	`conf`	Mind the Gap: Offline Policy Optimization for Imperfect Rewards. ICLR Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
2023	J	`jnl`	Mind the Gap: Offline Policy Optimization for Imperfect Rewards. CoRR Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
2023	A	`conf`	Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization. AAMAS Xiangsen Wang, Xianyuan Zhan
2023	J	`jnl`	Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization. CoRR Xiangsen Wang, Xianyuan Zhan
2023	A*	`conf`	Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization. NeurIPS Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan
2023	J	`jnl`	Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization. CoRR Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan
2023	A*	`conf`	Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization. ICLR Haoran Xu, Li Jiang, Jianxiong Li, Zhuoran Yang, Zhaoran Wang, Wai Kin Victor Chan, Xianyuan Zhan
2023	J	`jnl`	Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization. CoRR Haoran Xu, Li Jiang, Jianxiong Li, Zhuoran Yang, Zhaoran Wang, Wai Kin Victor Chan, Xianyuan Zhan
2023	J	`jnl`	OpenChat: Advancing Open-source Language Models with Mixed-Quality Data. CoRR Guan Wang, Sijie Cheng, Xianyuan Zhan, Xiangang Li, Sen Song, Yang Liu
2023	J	`jnl`	PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning. CoRR Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Ya-Qin Zhang
2023	J	`jnl`	Query-Policy Misalignment in Preference-Based Reinforcement Learning. CoRR Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
2023	J	`jnl`	Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic. CoRR Tianying Ji, Yu Luo, Fuchun Sun, Xianyuan Zhan, Jianwei Zhang, Huazhe Xu
2023	A*	`conf`	When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning. ICLR Jianxiong Li, Xianyuan Zhan, Haoran Xu, Xiangyu Zhu, Jingjing Liu, Ya-Qin Zhang
2022	A*	`conf`	A Policy-Guided Imitation Approach for Offline Reinforcement Learning. NeurIPS Haoran Xu, Li Jiang, Jianxiong Li, Xianyuan Zhan
2022	J	`jnl`	A Policy-Guided Imitation Approach for Offline Reinforcement Learning. CoRR Haoran Xu, Li Jiang, Jianxiong Li, Xianyuan Zhan
2022	—	`conf`	Adversarial Contrastive Learning via Asymmetric InfoNCE. ECCV (5) Qiying Yu, Jieming Lou, Xianyuan Zhan, Qizhang Li, Wangmeng Zuo, Yang Liu, Jingjing Liu
2022	J	`jnl`	Adversarial Contrastive Learning via Asymmetric InfoNCE. CoRR Qiying Yu, Jieming Lou, Xianyuan Zhan, Qizhang Li, Wangmeng Zuo, Yang Liu, Jingjing Liu
2022	A*	`conf`	Constraints Penalized Q-learning for Safe Offline Reinforcement Learning. AAAI Haoran Xu, Xianyuan Zhan, Xiangyu Zhu
2022	A*	`conf`	DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning. AAAI Xianyuan Zhan, Haoran Xu, Yue Zhang, Xiangyu Zhu, Honglei Yin, Yu Zheng
2022	Misc	`conf`	Discriminator-Guided Model-Based Offline Imitation Learning. CoRL Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan
2022	J	`jnl`	Discriminator-Guided Model-Based Offline Imitation Learning. CoRR Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan
2022	A*	`conf`	Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations. ICML Haoran Xu, Xianyuan Zhan, Honglei Yin, Huiling Qin
2022	J	`jnl`	Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations. CoRR Haoran Xu, Xianyuan Zhan, Honglei Yin, Huiling Qin
2022	J	`jnl`	Distance-Sensitive Offline Reinforcement Learning. CoRR Jianxiong Li, Xianyuan Zhan, Haoran Xu, Xiangyu Zhu, Jingjing Liu, Ya-Qin Zhang
2022	A*	`conf`	Model-Based Offline Planning with Trajectory Pruning. IJCAI Xianyuan Zhan, Xiangyu Zhu, Haoran Xu
2022	A*	`conf`	When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning. NeurIPS Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming Hu, Xianyuan Zhan
2022	J	`jnl`	When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning. CoRR Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming Hu, Xianyuan Zhan
2021	J	`jnl`	CSCAD: Correlation Structure-based Collective Anomaly Detection in Complex System. CoRR Huiling Qin, Xianyuan Zhan, Yu Zheng
2021	J	`jnl`	Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning. CoRR Haoran Xu, Xianyuan Zhan, Xiangyu Zhu
2021	J	`jnl`	DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning. CoRR Xianyuan Zhan, Haoran Xu, Yue Zhang, Yusen Huo, Xiangyu Zhu, Honglei Yin, Yu Zheng
2021	J	`jnl`	Efficient Robotic Manipulation Through Offline-to-Online Reinforcement Learning and Goal-Aware State Information. CoRR Jin Li, Xianyuan Zhan, Zixu Xiao, Guyue Zhou
2021	J	`jnl`	ModEL: A Modularized End-to-end Reinforcement Learning Framework for Autonomous Driving. CoRR Guan Wang, Haoyi Niu, Desheng Zhu, Jianming Hu, Xianyuan Zhan, Guyue Zhou
2021	J	`jnl`	Model-Based Offline Planning with Trajectory Pruning. CoRR Xianyuan Zhan, Xiangyu Zhu, Haoran Xu
2021	A*	`conf`	Network-Wide Traffic States Imputation Using Self-interested Coalitional Learning. KDD Huiling Qin, Xianyuan Zhan, Yuanxun Li, Xiaodu Yang, Yu Zheng
2021	J	`jnl`	Offline Reinforcement Learning with Soft Behavior Regularization. CoRR Haoran Xu, Xianyuan Zhan, Jianxiong Li, Honglei Yin
2021	A*	`conf`	Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning. AAAI Huiling Qin, Songyu Ke, Xiaodu Yang, Haoran Xu, Xianyuan Zhan, Yu Zheng
2019	J	`jnl`	A Century of Topological Coevolution of Complex Infrastructure Networks in an Alpine City. Complex. Jonatan Zischg, Christopher Klinkhamer, Xianyuan Zhan, P. Suresh C. Rao, Robert Sitzenfrei
2019	J	`jnl`	A-RESCUE 2.0: A High-Fidelity, Parallel, Agent-Based Evacuation Simulator. J. Comput. Civ. Eng. Hemant Gehlot, Xianyuan Zhan, Xinwu Qian, Christopher Thompson, Milind Kulkarni, Satish V. Ukkusuri
2017	J	`jnl`	Citywide Traffic Volume Estimation Using Trajectory Data. IEEE Trans. Knowl. Data Eng. Xianyuan Zhan, Yu Zheng, Xiuwen Yi, Satish V. Ukkusuri
2016	J	`jnl`	A Graph-Based Approach to Measuring the Efficiency of an Urban Taxi Service System. IEEE Trans. Intell. Transp. Syst. Xianyuan Zhan, Xinwu Qian, Satish V. Ukkusuri
2016	J	`jnl`	Understanding Social Influence in Activity Location Choice and Lifestyle Patterns Using Geolocation Data from Social Media. Frontiers ICT Samiul Hasan, Satish V. Ukkusuri, Xianyuan Zhan
2013	—	`conf`	Understanding urban human activity and mobility patterns using large-scale location-based data from online social media. UrbComp@KDD Samiul Hasan, Xianyuan Zhan, Satish V. Ukkusuri