Ruijie Zheng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
5
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | Magma: A Foundation Model for Multimodal AI Agents. | Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghyeon Ye, Joel Jang, Yuquan Deng, Jianfeng Gao |
| 2025 | ICLR | TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies. | Ruijie Zheng, Yongyuan Liang, Shuaiyi Huang, Jianfeng Gao, Hal Daum III, Andrey Kolobov, Furong Huang, Jianwei Yang |
| 2025 | ICML | A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control. | Zilin Kang, Chenyuan Hu, Yu Luo, Zhecheng Yuan, Ruijie Zheng, Huazhe Xu |
| 2025 | ICRA | TREND: Tri-Teaching for Robust Preference-based Reinforcement Learning with Demonstrations. | Shuaiyi Huang, Mara Levy, Anubhav Gupta, Daniel Ekpo, Ruijie Zheng, Abhinav Shrivastava |
| 2024 | ICLR | Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations. | Yongyuan Liang, Yanchao Sun, Ruijie Zheng, Xiangyu Liu, Benjamin Eysenbach, Tuomas Sandholm, Furong Huang, Stephen Marcus McAleer |
| 2024 | ICLR | COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL. | Xiyao Wang, Ruijie Zheng, Yanchao Sun, Ruonan Jia, Wichayaporn Wongkamjan, Huazhe Xu, Furong Huang |
| 2024 | ICLR | DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. | Guowei Xu, Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Zhecheng Yuan, Tianying Ji, Yu Luo, Xiaoyu Liu, Jiaxin Yuan, Pu Hua, Shuzhen Li, Yanjie Ze, Hal Daum III, Furong Huang, Huazhe Xu |
| 2024 | ICML | ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization. | Tianying Ji, Yongyuan Liang, Yan Zeng, Yu Luo, Guowei Xu, Jiawei Guo, Ruijie Zheng, Furong Huang, Fuchun Sun, Huazhe Xu |
| 2024 | ICML | Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate. | Yuancheng Xu, Chenghao Deng, Yanchao Sun, Ruijie Zheng, Xiyao Wang, Jieyu Zhao, Furong Huang |
| 2024 | ICML | PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control. | Ruijie Zheng, Ching-An Cheng, Hal Daum III, Furong Huang, Andrey Kolobov |
| 2024 | ICML | Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss. | Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Shuang Ma, Hal Daum III, Huazhe Xu, John Langford, Praveen Palanisamy, Kalyan Shankar Basu, Furong Huang |
| 2023 | ICCV | Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training. | Yao Wei, Yanchao Sun, Ruijie Zheng, Sai Vemprala, Rogerio Bonatti, Shuhang Chen, Ratnesh Madaan, Zhongjie Ba, Ashish Kapoor, Shuang Ma |
| 2023 | ICLR | Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication. | Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang |
| 2023 | ICLR | Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function. | Ruijie Zheng, Xiyao Wang, Huazhe Xu, Furong Huang |
| 2022 | ICLR | Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. | Yanchao Sun, Ruijie Zheng, Yongyuan Liang, Furong Huang |
| 2022 | ICLR | Transfer RL across Observation Feature Spaces via Model-Based Regularization. | Yanchao Sun, Ruijie Zheng, Xiyao Wang, Andrew E. Cohen, Furong Huang |