Yongyuan Liang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
5
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Is Poisoning a Real Threat to DPO? Maybe More So Than You Think. | Pankayaraj Pathmanathan, Souradip Chakraborty, Xiangyu Liu, Yongyuan Liang, Furong Huang |
| 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 | Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Datasets. | Guangqi Jiang, Yifei Sun, Tao Huang, Huanyu Li, Yongyuan Liang, Huazhe Xu |
| 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 |
| 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 | Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies. | Xiangyu Liu, Chenghao Deng, Yanchao Sun, Yongyuan Liang, 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 | 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 | ICLR | Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication. | Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, 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 |
| 2021 | DAC | InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks. | Yonggan Fu, Zhongzhi Yu, Yongan Zhang, Yifan Jiang, Chaojian Li, Yongyuan Liang, Mingchao Jiang, Zhangyang Wang, Yingyan Lin |