Xianyuan Zhan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
31
Venues
11
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
31 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Are Expressive Models Truly Necessary for Offline RL? | Guan Wang, Haoyi Niu, Jianxiong Li, Li Jiang, Jianming Hu, Xianyuan Zhan |
| 2025 | CVPR | Universal Actions for Enhanced Embodied Foundation Models. | Jinliang Zheng, Jianxiong Li, Dongxiu Liu, Yinan Zheng, Zhihao Wang, Zhonghong Ou, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan |
| 2025 | ICLR | Skill Expansion and Composition in Parameter Space. | Tenglong Liu, Jianxiong Li, Yinan Zheng, Haoyi Niu, Yixing Lan, Xin Xu, Xianyuan Zhan |
| 2025 | ICLR | Data Center Cooling System Optimization Using Offline Reinforcement Learning. | 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 | ICLR | Diffusion-Based Planning for Autonomous Driving with Flexible Guidance. | Yinan Zheng, Ruiming Liang, Kexin Zheng, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu |
| 2025 | ICML | Efficient Robotic Policy Learning via Latent Space Backward Planning. | Dongxiu Liu, Haoyi Niu, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan |
| 2025 | ICRA | Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning. | Jianxiong Li, Zhihao Wang, Jinliang Zheng, Xiaoai Zhou, Guanming Wang, Guanglu Song, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Junzhi Yu, Xianyuan Zhan |
| 2025 | ICRA | H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps. | Haoyi Niu, Tianying Ji, Bingqi Liu, Haocheng Zhao, Xiangyu Zhu, Jianying Zheng, Pengfei Huang, Guyue Zhou, Jianming Hu, Xianyuan Zhan |
| 2024 | ECAI | FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning. | Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng |
| 2024 | ICLR | Query-Policy Misalignment in Preference-Based Reinforcement Learning. | Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang |
| 2024 | ICLR | ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update. | Liyuan Mao, Haoran Xu, Weinan Zhang, Xianyuan Zhan |
| 2024 | ICLR | OpenChat: Advancing Open-source Language Models with Mixed-Quality Data. | Guan Wang, Sijie Cheng, Xianyuan Zhan, Xiangang Li, Sen Song, Yang Liu |
| 2024 | ICLR | Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model. | Yinan Zheng, Jianxiong Li, Dongjie Yu, Yujie Yang, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu |
| 2024 | ICML | Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic. | Tianying Ji, Yu Luo, Fuchun Sun, Xianyuan Zhan, Jianwei Zhang, Huazhe Xu |
| 2024 | ICML | DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning. | 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 | ICML | OMPO: A Unified Framework for RL under Policy and Dynamics Shifts. | Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan |
| 2024 | ICML | Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL. | Yu Luo, Tianying Ji, Fuchun Sun, Jianwei Zhang, Huazhe Xu, Xianyuan Zhan |
| 2024 | ICPP | TESLA: Thermally Safe, Load-Aware, and Energy-Efficient Cooling Control System for Data Centers. | Hanfei Geng, Yi Sun, Yuanzhe Li, Jichao Leng, Xiangyu Zhu, Xianyuan Zhan, Yuanchun Li, Feng Zhao, Yunxin Liu |
| 2024 | IJCAI | A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents. | Haoyi Niu, Jianming Hu, Guyue Zhou, Xianyuan Zhan |
| 2023 | ICLR | Mind the Gap: Offline Policy Optimization for Imperfect Rewards. | Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang |
| 2023 | ICLR | When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning. | Jianxiong Li, Xianyuan Zhan, Haoran Xu, Xiangyu Zhu, Jingjing Liu, Ya-Qin Zhang |
| 2023 | ICLR | Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization. | Haoran Xu, Li Jiang, Jianxiong Li, Zhuoran Yang, Zhaoran Wang, Wai Kin Victor Chan, Xianyuan Zhan |
| 2022 | AAAI | Constraints Penalized Q-learning for Safe Offline Reinforcement Learning. | Haoran Xu, Xianyuan Zhan, Xiangyu Zhu |
| 2022 | AAAI | DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning. | Xianyuan Zhan, Haoran Xu, Yue Zhang, Xiangyu Zhu, Honglei Yin, Yu Zheng |
| 2022 | CoRL | Discriminator-Guided Model-Based Offline Imitation Learning. | Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan |
| 2022 | ECCV | Adversarial Contrastive Learning via Asymmetric InfoNCE. | Qiying Yu, Jieming Lou, Xianyuan Zhan, Qizhang Li, Wangmeng Zuo, Yang Liu, Jingjing Liu |
| 2022 | ICML | Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations. | Haoran Xu, Xianyuan Zhan, Honglei Yin, Huiling Qin |
| 2022 | IJCAI | Model-Based Offline Planning with Trajectory Pruning. | Xianyuan Zhan, Xiangyu Zhu, Haoran Xu |
| 2021 | AAAI | Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning. | Huiling Qin, Songyu Ke, Xiaodu Yang, Haoran Xu, Xianyuan Zhan, Yu Zheng |
| 2021 | KDD | Network-Wide Traffic States Imputation Using Self-interested Coalitional Learning. | Huiling Qin, Xianyuan Zhan, Yuanxun Li, Xiaodu Yang, Yu Zheng |
| 2013 | KDD | Understanding urban human activity and mobility patterns using large-scale location-based data from online social media. | Samiul Hasan, Xianyuan Zhan, Satish V. Ukkusuri |