Yongyuan Liang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Digital Image Watermarking Scheme

Agent Communication

Reinforcement Learning

Convergence Proof

Top Venues

Publications

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 Daumé III, Furong Huang, Huazhe Xu
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. ICLR (2024)
Yongyuan Liang, Tingqiang Xu, Kaizhe Hu, Guangqi Jiang, Furong Huang, Huazhe Xu
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion. CoRR (2024)
Xiangyu Liu, Chenghao Deng, Yanchao Sun, Yongyuan Liang, Furong Huang
Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies. CoRR (2024)
Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Shuang Ma, Hal Daumé III, Huazhe Xu, John Langford, Praveen Palanisamy, Kalyan Shankar Basu, Furong Huang
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss. CoRR (2024)
Xiangyu Liu, Chenghao Deng, Yanchao Sun, Yongyuan Liang, Furong Huang
Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies. ICLR (2024)
Pankayaraj Pathmanathan, Souradip Chakraborty, Xiangyu Liu, Yongyuan Liang, Furong Huang
Is poisoning a real threat to LLM alignment? Maybe more so than you think. CoRR (2024)
Tianying Ji, Yongyuan Liang, Yan Zeng, Yu Luo, Guowei Xu, Jiawei Guo, Ruijie Zheng, Furong Huang, Fuchun Sun, Huazhe Xu
ACE : Off-Policy Actor-Critic with Causality-Aware Entropy Regularization. CoRR (2024)
Yongyuan Liang, Yanchao Sun, Ruijie Zheng, Xiangyu Liu, Benjamin Eysenbach, Tuomas Sandholm, Furong Huang, Stephen Marcus McAleer
Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations. ICLR (2024)
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 Daumé III, Furong Huang, Huazhe Xu
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. CoRR (2023)
Yongyuan Liang, Yanchao Sun, Ruijie Zheng, Xiangyu Liu, Tuomas Sandholm, Furong Huang, Stephen McAleer
Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations. CoRR (2023)
Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang
Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication. ICLR (2023)
Yongyuan Liang, Yanchao Sun, Ruijie Zheng, Furong Huang
Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning. NeurIPS (2022)
Yanchao Sun, Ruijie Zheng, Yongyuan Liang, Furong Huang
Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. ICLR (2022)
Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang
Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent Systems. CoRR (2022)
Yongyuan Liang, Yanchao Sun, Ruijie Zheng, Furong Huang
Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning. CoRR (2022)
Yonggan Fu, Zhongzhi Yu, Yongan Zhang, Yifan Jiang, Chaojian Li, Yongyuan Liang, Mingchao Jiang, Zhangyang Wang, Yingyan Lin
InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks. CoRR (2021)
Yonggan Fu, Zhongzhi Yu, Yongan Zhang, Yifan Jiang, Chaojian Li, Yongyuan Liang, Mingchao Jiang, Zhangyang Wang, Yingyan Lin
InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks. DAC (2021)
Yanchao Sun, Ruijie Zheng, Yongyuan Liang, Furong Huang
Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. CoRR (2021)
Yongyuan Liang, Bangwei Li
Parallel Knowledge Transfer in Multi-Agent Reinforcement Learning. CoRR (2020)
Chunhui Zhang, Yongyuan Liang, Xiaoming Yuan, Lei Cheng
FDNAS: Improving Data Privacy and Model Diversity in AutoML. CoRR (2020)
Yongyuan Liang, Mingsheng Ma, Faqiang Zhang, Feng Liu, Zhifu Liu, Dong Wang, Yongxiang Li
An LC Wireless Microfluidic Sensor Based on Low Temperature Co-Fired Ceramic (LTCC) Technology. Sensors 19 (5) (2019)